From c4ada540c4b1460377dd47e8dd6234314c0c7d4c Mon Sep 17 00:00:00 2001
From: david-leifker <114954101+david-leifker@users.noreply.github.com>
Date: Thu, 5 Dec 2024 16:02:58 -0600
Subject: [PATCH 01/54] fix(entity-service): no-op batches (#12047)

---
 .../java/com/linkedin/metadata/Constants.java |   1 +
 .../metadata/entity/EntityServiceImpl.java    | 188 ++++++++++--------
 .../entity/EbeanEntityServiceTest.java        |  99 ++++++++-
 3 files changed, 201 insertions(+), 87 deletions(-)

diff --git a/li-utils/src/main/java/com/linkedin/metadata/Constants.java b/li-utils/src/main/java/com/linkedin/metadata/Constants.java
index 077e0e2b666be1..9c608187342e8c 100644
--- a/li-utils/src/main/java/com/linkedin/metadata/Constants.java
+++ b/li-utils/src/main/java/com/linkedin/metadata/Constants.java
@@ -51,6 +51,7 @@ public class Constants {
   // App sources
   public static final String UI_SOURCE = "ui";
   public static final String SYSTEM_UPDATE_SOURCE = "systemUpdate";
+  public static final String METADATA_TESTS_SOURCE = "metadataTests";
 
   /** Entities */
   public static final String CORP_USER_ENTITY_NAME = "corpuser";
diff --git a/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java b/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
index a0a55cf505cf35..bf3481205fb5ab 100644
--- a/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
+++ b/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
@@ -855,6 +855,7 @@ private List<UpdateAspectResult> ingestAspectsToLocalDB(
 
     if (inputBatch.containsDuplicateAspects()) {
       log.warn(String.format("Batch contains duplicates: %s", inputBatch));
+      MetricUtils.counter(EntityServiceImpl.class, "batch_with_duplicate").inc();
     }
 
     return aspectDao
@@ -928,6 +929,7 @@ private List<UpdateAspectResult> ingestAspectsToLocalDB(
 
               // No changes, return
               if (changeMCPs.isEmpty()) {
+                MetricUtils.counter(EntityServiceImpl.class, "batch_empty").inc();
                 return Collections.<UpdateAspectResult>emptyList();
               }
 
@@ -935,6 +937,7 @@ private List<UpdateAspectResult> ingestAspectsToLocalDB(
               ValidationExceptionCollection exceptions =
                   AspectsBatch.validatePreCommit(changeMCPs, opContext.getRetrieverContext().get());
               if (!exceptions.isEmpty()) {
+                MetricUtils.counter(EntityServiceImpl.class, "batch_validation_exception").inc();
                 throw new ValidationException(collectMetrics(exceptions).toString());
               }
 
@@ -972,10 +975,13 @@ This condition is specifically for an older conditional write ingestAspectIfNotP
                             */
                             if (overwrite || databaseAspect == null) {
                               result =
-                                  ingestAspectToLocalDB(txContext, writeItem, databaseSystemAspect)
-                                      .toBuilder()
-                                      .request(writeItem)
-                                      .build();
+                                  Optional.ofNullable(
+                                          ingestAspectToLocalDB(
+                                              txContext, writeItem, databaseSystemAspect))
+                                      .map(
+                                          optResult ->
+                                              optResult.toBuilder().request(writeItem).build())
+                                      .orElse(null);
 
                             } else {
                               RecordTemplate oldValue = databaseSystemAspect.getRecordTemplate();
@@ -996,49 +1002,56 @@ This condition is specifically for an older conditional write ingestAspectIfNotP
 
                             return result;
                           })
+                      .filter(Objects::nonNull)
                       .collect(Collectors.toList());
 
-              // commit upserts prior to retention or kafka send, if supported by impl
-              if (txContext != null) {
-                txContext.commitAndContinue();
-              }
-              long took = TimeUnit.NANOSECONDS.toMillis(ingestToLocalDBTimer.stop());
-              if (took > DB_TIMER_LOG_THRESHOLD_MS) {
-                log.info("Ingestion of aspects batch to database took {} ms", took);
-              }
+              if (!upsertResults.isEmpty()) {
+                // commit upserts prior to retention or kafka send, if supported by impl
+                if (txContext != null) {
+                  txContext.commitAndContinue();
+                }
+                long took = TimeUnit.NANOSECONDS.toMillis(ingestToLocalDBTimer.stop());
+                if (took > DB_TIMER_LOG_THRESHOLD_MS) {
+                  log.info("Ingestion of aspects batch to database took {} ms", took);
+                }
 
-              // Retention optimization and tx
-              if (retentionService != null) {
-                List<RetentionService.RetentionContext> retentionBatch =
-                    upsertResults.stream()
-                        // Only consider retention when there was a previous version
-                        .filter(
-                            result ->
-                                batchAspects.containsKey(result.getUrn().toString())
-                                    && batchAspects
-                                        .get(result.getUrn().toString())
-                                        .containsKey(result.getRequest().getAspectName()))
-                        .filter(
-                            result -> {
-                              RecordTemplate oldAspect = result.getOldValue();
-                              RecordTemplate newAspect = result.getNewValue();
-                              // Apply retention policies if there was an update to existing aspect
-                              // value
-                              return oldAspect != newAspect
-                                  && oldAspect != null
-                                  && retentionService != null;
-                            })
-                        .map(
-                            result ->
-                                RetentionService.RetentionContext.builder()
-                                    .urn(result.getUrn())
-                                    .aspectName(result.getRequest().getAspectName())
-                                    .maxVersion(Optional.of(result.getMaxVersion()))
-                                    .build())
-                        .collect(Collectors.toList());
-                retentionService.applyRetentionWithPolicyDefaults(opContext, retentionBatch);
+                // Retention optimization and tx
+                if (retentionService != null) {
+                  List<RetentionService.RetentionContext> retentionBatch =
+                      upsertResults.stream()
+                          // Only consider retention when there was a previous version
+                          .filter(
+                              result ->
+                                  batchAspects.containsKey(result.getUrn().toString())
+                                      && batchAspects
+                                          .get(result.getUrn().toString())
+                                          .containsKey(result.getRequest().getAspectName()))
+                          .filter(
+                              result -> {
+                                RecordTemplate oldAspect = result.getOldValue();
+                                RecordTemplate newAspect = result.getNewValue();
+                                // Apply retention policies if there was an update to existing
+                                // aspect
+                                // value
+                                return oldAspect != newAspect
+                                    && oldAspect != null
+                                    && retentionService != null;
+                              })
+                          .map(
+                              result ->
+                                  RetentionService.RetentionContext.builder()
+                                      .urn(result.getUrn())
+                                      .aspectName(result.getRequest().getAspectName())
+                                      .maxVersion(Optional.of(result.getMaxVersion()))
+                                      .build())
+                          .collect(Collectors.toList());
+                  retentionService.applyRetentionWithPolicyDefaults(opContext, retentionBatch);
+                } else {
+                  log.warn("Retention service is missing!");
+                }
               } else {
-                log.warn("Retention service is missing!");
+                MetricUtils.counter(EntityServiceImpl.class, "batch_empty_transaction").inc();
+                log.warn("Empty transaction detected. {}", inputBatch);
               }
 
               return upsertResults;
@@ -2506,7 +2519,7 @@ private Map<EntityAspectIdentifier, EnvelopedAspect> getEnvelopedAspects(
    * @param databaseAspect The aspect as it exists in the database.
    * @return result object
    */
-  @Nonnull
+  @Nullable
   private UpdateAspectResult ingestAspectToLocalDB(
       @Nullable TransactionContext txContext,
       @Nonnull final ChangeMCP writeItem,
@@ -2520,6 +2533,9 @@ private UpdateAspectResult ingestAspectToLocalDB(
         .setLastRunId(writeItem.getSystemMetadata().getRunId(GetMode.NULL), SetMode.IGNORE_NULL);
 
     // 2. Compare the latest existing and new.
+    final RecordTemplate databaseValue =
+        databaseAspect == null ? null : databaseAspect.getRecordTemplate();
+
     final EntityAspect.EntitySystemAspect previousBatchAspect =
         (EntityAspect.EntitySystemAspect) writeItem.getPreviousSystemAspect();
     final RecordTemplate previousValue =
@@ -2528,7 +2544,7 @@ private UpdateAspectResult ingestAspectToLocalDB(
     // 3. If there is no difference between existing and new, we just update
     // the lastObserved in system metadata. RunId should stay as the original runId
     if (previousValue != null
-        && DataTemplateUtil.areEqual(previousValue, writeItem.getRecordTemplate())) {
+        && DataTemplateUtil.areEqual(databaseValue, writeItem.getRecordTemplate())) {
 
       SystemMetadata latestSystemMetadata = previousBatchAspect.getSystemMetadata();
       latestSystemMetadata.setLastObserved(writeItem.getSystemMetadata().getLastObserved());
@@ -2564,45 +2580,49 @@ private UpdateAspectResult ingestAspectToLocalDB(
     }
 
     // 4. Save the newValue as the latest version
-    log.debug(
-        "Ingesting aspect with name {}, urn {}", writeItem.getAspectName(), writeItem.getUrn());
-    String newValueStr = EntityApiUtils.toJsonAspect(writeItem.getRecordTemplate());
-    long versionOfOld =
-        aspectDao.saveLatestAspect(
-            txContext,
-            writeItem.getUrn().toString(),
-            writeItem.getAspectName(),
-            previousBatchAspect == null ? null : EntityApiUtils.toJsonAspect(previousValue),
-            previousBatchAspect == null ? null : previousBatchAspect.getCreatedBy(),
-            previousBatchAspect == null
-                ? null
-                : previousBatchAspect.getEntityAspect().getCreatedFor(),
-            previousBatchAspect == null ? null : previousBatchAspect.getCreatedOn(),
-            previousBatchAspect == null ? null : previousBatchAspect.getSystemMetadataRaw(),
-            newValueStr,
-            writeItem.getAuditStamp().getActor().toString(),
-            writeItem.getAuditStamp().hasImpersonator()
-                ? writeItem.getAuditStamp().getImpersonator().toString()
-                : null,
-            new Timestamp(writeItem.getAuditStamp().getTime()),
-            EntityApiUtils.toJsonAspect(writeItem.getSystemMetadata()),
-            writeItem.getNextAspectVersion());
-
-    // metrics
-    aspectDao.incrementWriteMetrics(
-        writeItem.getAspectName(), 1, newValueStr.getBytes(StandardCharsets.UTF_8).length);
-
-    return UpdateAspectResult.builder()
-        .urn(writeItem.getUrn())
-        .oldValue(previousValue)
-        .newValue(writeItem.getRecordTemplate())
-        .oldSystemMetadata(
-            previousBatchAspect == null ? null : previousBatchAspect.getSystemMetadata())
-        .newSystemMetadata(writeItem.getSystemMetadata())
-        .operation(MetadataAuditOperation.UPDATE)
-        .auditStamp(writeItem.getAuditStamp())
-        .maxVersion(versionOfOld)
-        .build();
+    if (!DataTemplateUtil.areEqual(databaseValue, writeItem.getRecordTemplate())) {
+      log.debug(
+          "Ingesting aspect with name {}, urn {}", writeItem.getAspectName(), writeItem.getUrn());
+      String newValueStr = EntityApiUtils.toJsonAspect(writeItem.getRecordTemplate());
+      long versionOfOld =
+          aspectDao.saveLatestAspect(
+              txContext,
+              writeItem.getUrn().toString(),
+              writeItem.getAspectName(),
+              previousBatchAspect == null ? null : EntityApiUtils.toJsonAspect(previousValue),
+              previousBatchAspect == null ? null : previousBatchAspect.getCreatedBy(),
+              previousBatchAspect == null
+                  ? null
+                  : previousBatchAspect.getEntityAspect().getCreatedFor(),
+              previousBatchAspect == null ? null : previousBatchAspect.getCreatedOn(),
+              previousBatchAspect == null ? null : previousBatchAspect.getSystemMetadataRaw(),
+              newValueStr,
+              writeItem.getAuditStamp().getActor().toString(),
+              writeItem.getAuditStamp().hasImpersonator()
+                  ? writeItem.getAuditStamp().getImpersonator().toString()
+                  : null,
+              new Timestamp(writeItem.getAuditStamp().getTime()),
+              EntityApiUtils.toJsonAspect(writeItem.getSystemMetadata()),
+              writeItem.getNextAspectVersion());
+
+      // metrics
+      aspectDao.incrementWriteMetrics(
+          writeItem.getAspectName(), 1, newValueStr.getBytes(StandardCharsets.UTF_8).length);
+
+      return UpdateAspectResult.builder()
+          .urn(writeItem.getUrn())
+          .oldValue(previousValue)
+          .newValue(writeItem.getRecordTemplate())
+          .oldSystemMetadata(
+              previousBatchAspect == null ? null : previousBatchAspect.getSystemMetadata())
+          .newSystemMetadata(writeItem.getSystemMetadata())
+          .operation(MetadataAuditOperation.UPDATE)
+          .auditStamp(writeItem.getAuditStamp())
+          .maxVersion(versionOfOld)
+          .build();
+    }
+
+    return null;
   }
 
   private static boolean shouldAspectEmitChangeLog(@Nonnull final AspectSpec aspectSpec) {
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java b/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java
index f2ed2fddba7654..a1000fd02abfe1 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java
@@ -1,8 +1,10 @@
 package com.linkedin.metadata.entity;
 
+import static com.linkedin.metadata.Constants.APP_SOURCE;
 import static com.linkedin.metadata.Constants.CORP_USER_ENTITY_NAME;
 import static com.linkedin.metadata.Constants.DATASET_ENTITY_NAME;
 import static com.linkedin.metadata.Constants.GLOBAL_TAGS_ASPECT_NAME;
+import static com.linkedin.metadata.Constants.METADATA_TESTS_SOURCE;
 import static com.linkedin.metadata.Constants.STATUS_ASPECT_NAME;
 import static org.mockito.Mockito.mock;
 import static org.testng.Assert.assertEquals;
@@ -19,6 +21,7 @@
 import com.linkedin.common.urn.UrnUtils;
 import com.linkedin.data.template.DataTemplateUtil;
 import com.linkedin.data.template.RecordTemplate;
+import com.linkedin.data.template.StringMap;
 import com.linkedin.entity.EnvelopedAspect;
 import com.linkedin.identity.CorpUserInfo;
 import com.linkedin.metadata.AspectGenerationUtils;
@@ -61,6 +64,7 @@
 import java.util.concurrent.LinkedBlockingQueue;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
+import java.util.stream.Stream;
 import org.apache.commons.lang3.tuple.Triple;
 import org.testng.Assert;
 import org.testng.annotations.BeforeMethod;
@@ -534,8 +538,8 @@ public void testBatchPatchWithTrailingNoOp() throws Exception {
             opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
     assertEquals(
         envelopedAspect.getSystemMetadata().getVersion(),
-        "2",
-        "Expected version 2. 1 - Initial, + 1 batch operation (1 add, 1 remove)");
+        "3",
+        "Expected version 3. 1 - Initial, + 1 add, 1 remove");
     assertEquals(
         new GlobalTags(envelopedAspect.getValue().data())
             .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
@@ -649,7 +653,7 @@ public void testBatchPatchAdd() throws Exception {
     EnvelopedAspect envelopedAspect =
         _entityServiceImpl.getLatestEnvelopedAspect(
             opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
-    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "3", "Expected version 3");
+    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "4", "Expected version 4");
     assertEquals(
         new GlobalTags(envelopedAspect.getValue().data())
             .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
@@ -657,6 +661,95 @@ public void testBatchPatchAdd() throws Exception {
         "Expected all tags");
   }
 
+  @Test
+  public void testBatchPatchAddDuplicate() throws Exception {
+    Urn entityUrn =
+        UrnUtils.getUrn("urn:li:dataset:(urn:li:dataPlatform:snowflake,testBatchPatchAdd,PROD)");
+    List<TagAssociation> initialTags =
+        List.of(
+                TagUrn.createFromString("urn:li:tag:__default_large_table"),
+                TagUrn.createFromString("urn:li:tag:__default_low_queries"),
+                TagUrn.createFromString("urn:li:tag:__default_low_changes"),
+                TagUrn.createFromString("urn:li:tag:!10TB+ tables"))
+            .stream()
+            .map(tag -> new TagAssociation().setTag(tag))
+            .collect(Collectors.toList());
+    TagUrn tag2 = TagUrn.createFromString("urn:li:tag:$ 1TB+");
+
+    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
+
+    SystemMetadata patchSystemMetadata = new SystemMetadata();
+    patchSystemMetadata.setLastObserved(systemMetadata.getLastObserved() + 1);
+    patchSystemMetadata.setProperties(new StringMap(Map.of(APP_SOURCE, METADATA_TESTS_SOURCE)));
+
+    ChangeItemImpl initialAspectTag1 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .recordTemplate(new GlobalTags().setTags(new TagAssociationArray(initialTags)))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+
+    PatchItemImpl patchAdd2 =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag2)))
+                    .build()
+                    .getJsonPatch())
+            .systemMetadata(patchSystemMetadata)
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    // establish base entity
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(initialAspectTag1))
+            .build(),
+        false,
+        true);
+
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(patchAdd2, patchAdd2)) // duplicate
+            .build(),
+        false,
+        true);
+
+    // List aspects urns
+    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
+
+    assertEquals(batch.getStart().intValue(), 0);
+    assertEquals(batch.getCount().intValue(), 1);
+    assertEquals(batch.getTotal().intValue(), 1);
+    assertEquals(batch.getEntities().size(), 1);
+    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
+
+    EnvelopedAspect envelopedAspect =
+        _entityServiceImpl.getLatestEnvelopedAspect(
+            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
+    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "3", "Expected version 3");
+    assertEquals(
+        new GlobalTags(envelopedAspect.getValue().data())
+            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
+        Stream.concat(initialTags.stream().map(TagAssociation::getTag), Stream.of(tag2))
+            .collect(Collectors.toSet()),
+        "Expected all tags");
+  }
+
   @Test
   public void dataGeneratorThreadingTest() {
     DataGenerator dataGenerator = new DataGenerator(opContext, _entityServiceImpl);

From b755c6856de65884d7982626574ac9752c8e774f Mon Sep 17 00:00:00 2001
From: Maggie Hays <maggiem.hays@gmail.com>
Date: Thu, 5 Dec 2024 16:17:57 -0600
Subject: [PATCH 02/54] docs(compliance-forms) update guide for creating form
 via UI (#11936)

Co-authored-by: yoonhyejin <0327jane@gmail.com>
---
 docs-website/sidebars.js                      |  20 +-
 docs/api/tutorials/forms.md                   |  10 +-
 .../compliance-forms/complete-a-form.md       | 177 +++++++++++++++++
 .../compliance-forms/create-a-form.md         | 186 ++++++++++++++++++
 .../compliance-forms/overview.md              |  46 +++++
 .../feature-guides/documentation-forms.md     | 113 -----------
 docs/features/feature-guides/properties.md    |   2 +-
 7 files changed, 435 insertions(+), 119 deletions(-)
 create mode 100644 docs/features/feature-guides/compliance-forms/complete-a-form.md
 create mode 100644 docs/features/feature-guides/compliance-forms/create-a-form.md
 create mode 100644 docs/features/feature-guides/compliance-forms/overview.md
 delete mode 100644 docs/features/feature-guides/documentation-forms.md

diff --git a/docs-website/sidebars.js b/docs-website/sidebars.js
index 3a9d6e10ea8d42..6ae50215c8166f 100644
--- a/docs-website/sidebars.js
+++ b/docs-website/sidebars.js
@@ -149,6 +149,25 @@ module.exports = {
           type: "doc",
           id: "docs/glossary/business-glossary",
         },
+        {
+          label: "Compliance Forms",
+          type: "category",
+          collapsed: true,
+          items: [
+            {
+              type: "doc",
+              id: "docs/features/feature-guides/compliance-forms/overview",
+            },
+            {
+              type: "doc",
+              id: "docs/features/feature-guides/compliance-forms/create-a-form",
+            },
+            {
+              type: "doc",
+              id: "docs/features/feature-guides/compliance-forms/complete-a-form",
+            },
+          ],
+        },
         {
           label: "Data Contract",
           type: "doc",
@@ -164,7 +183,6 @@ module.exports = {
           type: "doc",
           id: "docs/features/dataset-usage-and-query-history",
         },
-        "docs/features/feature-guides/documentation-forms",
         {
           label: "Domains",
           type: "doc",
diff --git a/docs/api/tutorials/forms.md b/docs/api/tutorials/forms.md
index cf51f1579f1c8a..30dd4db7d8f111 100644
--- a/docs/api/tutorials/forms.md
+++ b/docs/api/tutorials/forms.md
@@ -1,13 +1,15 @@
 import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 
-# Documentation Forms
+# Compliance Forms
 
-## Why Would You Use Documentation Forms?
+## Why Would You Use Compliance Forms?
 
-Documentation Forms are a way for end-users to fill out all mandatory attributes associated with a data asset. The form will be dynamically generated based on the definitions provided by administrators and stewards and matching rules.
+**DataHub Compliance Forms** streamline the process of documenting, annotating, and classifying your most critical Data Assets through a collaborative, crowdsourced approach.
 
-Learn more about forms in the [Documentation Forms Feature Guide](../../../docs/features/feature-guides/documentation-forms.md).
+With Compliance Forms, you can execute large-scale compliance initiatives by assigning tasks (e.g., documentation, tagging, or classification requirements) to the appropriate stakeholders — data owners, stewards, and subject matter experts.
+
+Learn more about forms in the [Compliance Forms Feature Guide](../../../docs/features/feature-guides/compliance-forms/overview.md).
 
 ### Goal Of This Guide
 This guide will show you how to 
diff --git a/docs/features/feature-guides/compliance-forms/complete-a-form.md b/docs/features/feature-guides/compliance-forms/complete-a-form.md
new file mode 100644
index 00000000000000..285c722179e4d7
--- /dev/null
+++ b/docs/features/feature-guides/compliance-forms/complete-a-form.md
@@ -0,0 +1,177 @@
+---
+title: Complete a Form
+---
+
+import FeatureAvailability from '@site/src/components/FeatureAvailability';
+
+# Complete a DataHub Compliance Form
+<FeatureAvailability/>
+
+Once a Compliance Form has been published (see [Create a Compliance Form](create-a-form.md)), Assignees will receive notifications in their Task Center prompting them to complete the Form for each Asset they are responsible for.
+
+This guide provides an example of completing a Compliance Form, covering:
+
+1. Accessing a Form from an Asset Page or the Task Center
+2. Completing a Form for a single Asset or multiple Assets (DataHub Cloud only)
+3. Understanding different Form Question completion states
+
+The example uses the **Governance Initiative 2024**, a Verification Form with 3 Required Questions:
+
+<p align="center">
+  <img
+       width="90%"
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/sample-compliance-form.png" 
+       alt="Sample Compliance Form"/>
+</p>
+
+## Access a Compliance Form
+
+Once you have been assigned to complete a Compliance Form, you will see a **Complete Documentation** or **Complete Verification** option on the right-hand side of an Asset Page:
+
+<p align="center">
+  <img
+       width="70%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-task-from-asset-page.png"
+       alt="Open Compliance Form from Asset Page"/>
+</p>
+
+**DataHub Cloud** users can find all outstanding Compliance Form requests by navigating to the **Task Center**:
+
+<p align="center">
+  <img
+       width="80%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-tasks-from-task-center.png"
+       alt="Open Compliance Form from Task Center"/>
+</p>
+
+## Complete a Form for a Single Asset
+
+When filling out a Compliance Form for a single Asset, you'll see a list of Questions tailored to that Asset, with clear labels showing which ones are required. Here's how it works:
+
+- **Question Details:** Each Question specifies if it's required or optional. Required Questions must be completed to submit the Form.
+- **Pre-Populated Metadata:** If metadata already exists for a Question, it will appear pre-filled. You can confirm the existing value or make updates as needed.
+- **Assignee Contributions:** If another Assignee has already provided a response, their name and the time of submission will be displayed. This gives you visibility into previous input, though you can still update the response.
+
+:::tip
+For Verification Forms, after addressing all required Questions, you'll be prompted to provide final sign-off. This ensures all responses are complete and accurate, marking the Form ready for submission.
+:::
+
+Once you complete all required responses, the sidebar will update with the status of the Asset:
+
+- **Documented**: All required Questions are completed, Verification is not needed
+- **Verified**: All required Questions are completed and Verified
+
+Here's what the **Governance Initiative 2024** Verification Form looks like for `dogs_in_movies` after responding to all Required Questions:
+
+<p align="center">
+  <img
+       width="80%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-task-ready-to-verify.png"
+       alt="Asset Ready to Verify"/>
+</p>
+
+And here's the `dogs_in_movies` sidebar after Verifying all responses:
+
+<p align="center">
+  <img
+       width="70%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-task-asset-verified.png"
+       alt="Asset is Verified"/>
+</p>
+
+### Navigate to the Next Asset
+
+To continue working through the Compliance Forms assigned to you, **use the navigation arrows located in the top-right corner**. These arrows will take you to the next Asset that is still pending Form completion or Verification. Only Assets that require action will appear in this flow, allowing you to focus on the remaining tasks without unnecessary steps.
+
+## Complete a Form Question for Multiple Assets
+
+When you want to provide the same response for a question to multiple assets, you can apply it in bulk by selecting the **By Question** option in the top-right corner. This allows you to navigate through the Form question-by-question and apply the same response to multiple assets.
+
+:::note
+Completing Form Questions for multiple Assets is only supported for DataHub Cloud.
+:::
+
+### Example: Apply a Response in Bulk
+
+Let's look at an example. Imagine we are trying to provide the same answer to a Question for all Assets in a Snowflake schema called `DEMO_DB`. Here's how we'd do it:
+
+1. **Filter Assets**: Filter down to all datasets in the `DEMO_DB` Snowflake schema.
+2. **Set a Response**: For the selected Question, provide a response. In this case, we'll set the Deletion Date to be `2024-12-31`.
+3. **Apply to All Selected Assets**: Use the bulk application feature to apply this response to all filtered Assets.
+
+<p align="center">
+  <img
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-tasks-by-question.png"
+       alt="Apply Response to Multiple Assets"/>
+</p>
+
+After setting the response, toggle through each Question, providing the necessary responses to combinations of Assets.
+
+### Verification for Multiple Assets
+
+For Verification Forms, as you complete Questions, you will see the number of assets eligible for Verification in the top-right corner. This makes it easy to track which Assets have met the requirements.
+
+<p align="center">
+  <img
+       width="70%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-tasks-by-question-ready-to-verify.png"
+       alt="Multiple Assets ready to Verify"/>
+</p>
+
+When you are ready to bulk Verify Assets, you will be prompted to confirm that all responses are complete and accurate before proceeding.
+
+<p align="center">
+  <img
+       width="70%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-tasks-bulk-verify.png"
+       alt="Final Bulk Verification"/>
+</p>
+
+### Switch Between Completion Modes
+
+You can easily toggle between the **Complete By Asset** and **Complete By Question** views as needed, ensuring flexibility while completing and verifying the Compliance Forms.
+
+## Understanding Different Form Question Completion States
+
+When completing a Compliance Form, you may encounter various types of Questions, each with unique completion states based on existing metadata or prior responses from other Assignees. This section highlights examples of various completion states to help you understand how Questions can be answered, confirmed, or updated when completing a Form.
+
+**_1. What is the primary use case for this asset?_**
+
+This required Question is asking the Assignee to provide Documentation on how the Asset should be used. Note that there is no text populated in the description, meaning the Asset does not have any documentation at all.
+
+<p align="center">
+  <img
+       width="90%"
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-task-incomplete-question.png"
+       alt="Sample Compliance Form"/>
+</p>
+
+**_2. When will this asset be deleted?_**
+
+You may notice that this question has a pre-populated value. When metadata has been populated from a source _outside_ of a Form, users will have the option to update and save the value, or, simply **Confirm** that the value is accurate.
+
+<p align="center">
+  <img
+       width="90%"
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-task-confirm-value.png"
+       alt="Sample Compliance Form"/>
+</p>
+
+**_3. Who is the Data Steward of this Asset?_**
+
+Here's an example where a different Form Assignee has already provided an answer through the Compliance Form 3 days ago. All Assignees will still have the option to update the response, but this allows users to see how other Form Assignees have already answered the questions.
+
+<p align="center">
+  <img
+       width="90%"
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/completion/complete-task-question-answered.png"
+       alt="Sample Compliance Form"/>
+</p>
+
+
+## FAQ and Troubleshooting
+
+**Why don’t I see any Compliance Forms in the Task Center or on an Asset Page?**
+
+If you don’t see any Compliance Forms, check with the Form author to ensure your DataHub user account has been assigned to complete a Form for one or more Assets. Forms can be assigned to Asset Owners, specific DataHub Users, or a combination of both.
\ No newline at end of file
diff --git a/docs/features/feature-guides/compliance-forms/create-a-form.md b/docs/features/feature-guides/compliance-forms/create-a-form.md
new file mode 100644
index 00000000000000..e97aaaa581777d
--- /dev/null
+++ b/docs/features/feature-guides/compliance-forms/create-a-form.md
@@ -0,0 +1,186 @@
+---
+title: Create a Form
+---
+
+import FeatureAvailability from '@site/src/components/FeatureAvailability';
+
+# Create a DataHub Compliance Form
+<FeatureAvailability/>
+
+This guide will walk you through creating and assigning Compliance Forms, including:
+
+1. Creating a new Compliance Form
+2. Building **Questions** for the Compliance Form
+3. Assigning **Assets** for the Compliance Form
+4. Selecting **Assignees** for the Compliance Form
+5. Publishing a Compliance Form
+
+:::note
+Managing Compliance Forms via the DataHub UI is only available in DataHub Cloud. If you are using DataHub Core, please refer to the [Compliance Forms API Guide](../../../api/tutorials/forms.md).
+:::
+
+### Prerequisites
+
+In order to create, edit, or remove Compliance Forms, you must have the **Manage Compliance Forms** Platform privilege.
+
+### Step 1: Create a new Compliance Form
+
+From the navigation bar, head to **Govern** > **Compliance Forms**. Click **+ Create** to start building your Form.
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/management/list-compliance-forms-before.png"
+       alt="View of all Compliance Forms"/>
+</p>
+
+First up, provide the following details:
+
+1. **Name:** Select a unique and descriptive name for your Compliance Form that clearly communicates its purpose, such as **"PII Certification Q4 2024"**.
+
+    _**Pro Tip:** This name will be displayed to Assignees when they are assigned tasks, so make it clear and detailed to ensure it conveys the intent of the Form effectively._  
+
+2. **Description:** Craft a concise yet informative description that explains the purpose of the Compliance Form. Include key details such as the importance of the initiative, its objectives, and the expected completion timeline. This helps Assignees understand the context and significance of their role in the process.
+
+    _**Example:** "This Compliance Form is designed to ensure all datasets containing PII are reviewed and verified by Q4 2024. Completing this Form is critical for compliance with organizational and regulatory requirements."_
+
+3. **Type:** Specify the collection type for the Form, based on your compliance requirements:  
+    - **Completion:** The Form is considered complete once all required questions are answered for the selected Assets. We recommend this option for basic requirement completion use cases.
+
+    - **Verification:** The Form is considered complete only when all required questions are answered for the selected Assets **and** an Assignee has explicitly "verified" the responses. We recommend this option when final sign-off by Assignees is necessary, ensuring they acknowledge the accuracy and validity of their responses.
+
+4. Next, click **Add Question** to begin building the requirements for your Form.
+
+<p align="center">
+  <img
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/management/create-compliance-form-add-question.png"
+       alt="Create a new Compliance Form"/>
+</p>
+
+### Step 2: Build Questions for your Form
+
+Next, define the Questions for your Compliance Forms. These are used to collect required information about selected assets, and must be completed by an Assignee in order for the Form to be considered complete.
+
+There are 5 different question types to choose from:
+
+* **Ownership:** Request one or more owners to be assigned to selected assets. Optionally restrict responses to a specific set of valid users, groups, and ownership types.
+    * _E.g. Who is responsible for ensuring the accuracy of this Dataset?_
+* **Domain:** Assign a Domain to the Asset, with the option to predefine the set of allowed Domains.
+    * _E.g. Which Domain does this Dashboard belong to? Sales, Marketing, Finance._
+* **Documentation:** Provide Documentation about the Asset and/or Column.
+    * _E.g. What is the primary use case of this Dataset? What caveats should others be aware of?_
+* **Glossary Terms:** Assign one or more Glossary Term to the Asset and/or Column, with the option to predefine the set of allowed Glossary Terms. 
+    * _E.g. What types of personally identifiable information (PII) are included in this Asset? Email, Address, SSN, etc._
+* **Structured Properties:** Apply custom properties to an Asset and/or Column.
+    * _E.g. What date will this Dataset be deprecated and deleted?_
+
+When creating a Question, use a clear and concise Title that is easy for Assignees to understand. In the Description, include additional context or instructions to guide their responses. Both the Title and Description will be visible to Assignees when completing the Form, so make sure to provide any specific hints or details they may need to answer the Question accurately and confidently.
+
+<p align="center">
+  <img
+       width="50%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/management/create-compliance-form-prompt.png"
+       alt="Create a new Compliance Form prompt"/>
+</p>
+
+### Step 3: Assign Assets to your Compliance Form
+
+Now that you have defined the Questions you want Assignees to complete, it's now time to assign the in-scope Assets for this exercise.
+
+In the **Assign Assets** section, you can easily target the specific set of Assets that are relevant for this Form with the following steps:
+
+1. Add a Condition or Group of Conditions
+2. Choose the appropriate filter type, such as:
+    * Asset Type (Dataset, Chart, etc.)
+    * Platform (Snowflake, dbt, etc.)
+    * Domain (Sales, Marketing, Finance, etc.)
+    * Assigned Owners
+    * Assigned Glossary Terms
+3. Decide between **All**, **Any**, or **None** of the filters should apply
+4. Preview the relevant Assets to confirm you have applied the appropriate filters
+
+For example, you can apply filters to focus on all **Snowflake Datasets** that are also associated with the **Finance Domain**. This allows you to break down your compliance initiatives into manageable chunks, so you don't have to go after your entire data ecosystem in one go.
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/management/create-compliance-form-assign-assets.png"
+       alt="Assign assets to a Compliance Form"/>
+</p>
+
+### Step 4: Select Assignees to complete your Compliance Form
+
+With the Questions and assigned Assets defined, the next step is to select the Assignees—the Users and/or Groups responsible for completing the Form.
+
+In the **Add Recipients** section, decide who is responsible for completing the Form:
+
+* **Asset Owners:** Any User that is assigned to one of the in-scope Assets will be able to complete the Form. This is useful for larger initiatives when you may not know the full set of Users.
+* **Specific Users and/or Groups:** Select a specific set of Users and/or Groups within DataHub. This is useful when Ownership of the Assets may be poorly-defined.
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/management/create-compliance-form-add-users-or-groups.png"
+       alt="Assign recipients to a Compliance Form"/>
+</p>
+
+### Step 5: Publish your Form
+
+After defining the Questions, assigning Assets, and selecting the Assignees, your Form is ready to be published. Once published, Assignees will be notified to complete the Form for the Assets they are responsible for.
+
+
+To publish a Form, simply click **Publish**.
+
+:::caution
+Once you have published a Form, you **cannot** change or add Questions. You can, however, change the set of Assets and/or Assignees for the Form.
+:::
+
+Not ready for primetime just yet? No worries! You also have the option to **Save Draft**.
+
+<p align="center">
+  <img
+       width="80%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/management/create-compliance-form-publish.png"
+       alt="Publish a Compliance Form"/>
+</p>
+
+## FAQ and Troubleshooting
+
+**Does answering a Compliance Form Question update the selected Asset?**
+
+Yes! Compliance Forms serve as a powerful tool for gathering and updating key attributes for your mission-critical Data Assets at scale. When a Question is answered, the response directly updates the corresponding attributes of the selected Asset.
+
+**How does a Compliance Form interact with existing metadata?**
+
+If an Asset already has existing metadata that is also referenced in a Form Question, Assignees will have the option to confirm the existing value, overwrite the value, or append additional details.
+
+_You can find more details and examples in the [Complete a Form](complete-a-form.md#understanding-different-form-question-completion-states) guide._
+
+**What is the difference between Completion and Verification Forms?**
+
+Both Form types are a way to configure a set of optional and/or required Questions for DataHub users to complete. When using Verification Forms, users will be presented with a final verification step once all required questions have been completed; you can think of this as a final acknowledgment of the accuracy of information submitted.
+
+**Can I assign multiple Forms to a single Asset?**
+
+You sure can! Please keep in mind that an Asset will only be considered Documented or Verified if all required questions are completed on all assigned Forms.
+
+**How will DataHub Users know that a Compliance Form has been assigned to them?**
+
+They have to check the Inbox on the navigation bar. There are no off-platform notifications for Compliance Forms at this time.
+
+**How do I track the progress of Form completion?**
+
+Great question. We are working on Compliance Forms Analytics that will directly show you the progress of your initiative across the selected Assets. Stay tuned!
+
+### API Tutorials
+
+- [API Guides on Documentation Form](../../../api/tutorials/forms.md)
+
+### Related Features
+
+- [DataHub Properties](../../feature-guides/properties.md)
+
+## Next Steps
+
+Now that you have created a DataHub Compliance Form, you're ready to [Complete a Compliance Form](complete-a-form.md).
\ No newline at end of file
diff --git a/docs/features/feature-guides/compliance-forms/overview.md b/docs/features/feature-guides/compliance-forms/overview.md
new file mode 100644
index 00000000000000..86a6d8cc6dadfb
--- /dev/null
+++ b/docs/features/feature-guides/compliance-forms/overview.md
@@ -0,0 +1,46 @@
+---
+title: Overview
+---
+
+import FeatureAvailability from '@site/src/components/FeatureAvailability';
+
+# About DataHub Compliance Forms
+<FeatureAvailability/>
+
+**DataHub Compliance Forms** streamline the process of documenting, annotating, and classifying your most critical Data Assets through a collaborative, crowdsourced approach.
+
+With Compliance Forms, you can execute large-scale compliance initiatives by assigning tasks (e.g., documentation, tagging, or classification requirements) to the appropriate stakeholders — data owners, stewards, and subject matter experts.
+
+## What are Compliance Forms?
+
+A **Compliance Form** is a flexible and centrally managed tool that enables your data governance or compliance teams to define, enforce, and monitor requirements for specific Data Assets or Columns.
+
+A Compliance Form consists of:
+
+1. **Assets:** The Data Assets or Columns for which the Form must be completed. These represent the scope of the compliance initiative.
+
+2. **Questions:** The set of requirements or conditions that must be completed for each asset. Questions are a vehicle to collect key attributes for your data assets. These can range from simple to complex, with questions that require differing types of answers to complete. Examples include Descriptions, Domains, Owners, Tags, Glossary Terms, and custom Structured Properties.
+
+3. **Assignees:** The users or groups responsible for completing the Form (e.g., asset owners, domain experts, or stewards).
+
+Once a Compliance Form is defined, it can be published. When a form is published, the assignees who are required to complete the requirements will be notified via the Inbox of the tasks that they must complete. In addition, analytics will begin to be gathered about the assets that are meeting or violating the requirements in the form so you can understand your initiative's progress over time.
+
+### Why Use Compliance Forms?
+
+Compliance Forms enable organizations to:  
+- Standardize documentation and metadata across critical Data Assets.  
+- Crowdsource compliance-related tasks to domain experts who are best equipped to provide accurate information.  
+- Scale governance initiatives efficiently while maintaining accuracy and accountability.  
+
+By leveraging Compliance Forms, organizations can ensure consistent metadata quality and foster collaboration between data experts and governance teams.
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/compliance_forms/sample-compliance-form.png" 
+       alt="Sample Compliance Form"/>
+</p>
+
+## Next Steps
+
+Now that you understand the basics of DataHub Compliance Forms, you're ready to [Create a Compliance Form](create-a-form.md).
\ No newline at end of file
diff --git a/docs/features/feature-guides/documentation-forms.md b/docs/features/feature-guides/documentation-forms.md
deleted file mode 100644
index 2edeb8ce302d77..00000000000000
--- a/docs/features/feature-guides/documentation-forms.md
+++ /dev/null
@@ -1,113 +0,0 @@
-import FeatureAvailability from '@site/src/components/FeatureAvailability';
-
-# About DataHub Documentation Forms
-<FeatureAvailability/>
-
-DataHub Documentation Forms streamline the process of setting documentation requirements and delegating annotation responsibilities to the relevant data asset owners, stewards, and subject matter experts.
-
-Forms are highly configurable, making it easy to ask the right questions of the right people, for a specific set of assets.  
-
-## What are Documentation Forms?
-
-You can think of Documentation Forms as a survey for your data assets: a set of questions that must be answered in order for an asset to be considered properly documented.
-
-Verification Forms are an extension of Documentation Forms, requiring a final verification, or sign-off, on all responses before the asset can be considered Verified. This is useful for compliance and/or governance annotation initiatives where you want assignees to provide a final acknowledgement that the information provided is correct.
-
-## Creating and Assigning Documentation Forms
-
-Documentation Forms are defined via YAML with the following details:
-
-- Name and Description to help end-users understand the scope and use case
-- Form Type, either Documentation or Verification
-	- Verification Forms require a final signoff, i.e. Verification, of all required questions before the Form can be considered complete
-- Form Questions (aka "prompts") for end-users to complete
-	- Questions can be assigned at the asset-level and/or the field-level
-	- Asset-level questions can be configured to be required; by default, all questions are optional
-- Assigned Assets, defined by:
-	- A set of specific asset URNs, OR
-	- Assets related to a set of filters, such as Type (Datasets, Dashboards, etc.), Platform (Snowflake, Looker, etc.), Domain (Product, Marketing, etc.), or Container (Schema, Folder, etc.)
-- Optional: Form Assignees
-	- Optionally assign specific DataHub users/groups to complete the Form for all relevant assets
-	- If omitted, any Owner of an Asset can complete Forms assigned to that Asset
-
-Here's an example of defining a Documentation Form via YAML:
-```yaml
-- id: 123456
-  # urn: "urn:li:form:123456"  # optional if id is provided
-  type: VERIFICATION # Supported Types: DOCUMENTATION, VERIFICATION
-  name: "Metadata Initiative 2024"
-  description: "How we want to ensure the most important data assets in our organization have all of the most important and expected pieces of metadata filled out"
-  prompts: # Questions for Form assignees to complete
-    - id: "123"
-      title: "Data Retention Time"
-      description: "Apply Retention Time structured property to form"
-      type: STRUCTURED_PROPERTY
-      structured_property_id: io.acryl.privacy.retentionTime
-      required: True # optional; default value is False
-  entities: # Either pass a list of urns or a group of filters. This example shows a list of urns
-    urns:
-      - urn:li:dataset:(urn:li:dataPlatform:hdfs,SampleHdfsDataset,PROD)
-  # optionally assign the form to a specific set of users and/or groups
-  # when omitted, form will be assigned to Asset owners
-  actors: 
-    users:
-      - urn:li:corpuser:jane@email.com  # note: these should be URNs
-      - urn:li:corpuser:john@email.com
-    groups:
-      - urn:li:corpGroup:team@email.com  # note: these should be URNs
-
-```
-
-:::note
-Documentation Forms currently only support defining Structured Properties as Form Questions
-:::
-
-<!-- ## Completing Documentation Forms -->
-
-<!-- Plain-language instructions of how to use the feature
-
-Provide a step-by-step guide to use feature, including relevant screenshots and/or GIFs
-
-* Where/how do you access it?
-* What best practices exist?
-* What are common code snippets?
- -->
-
-## Additional Resources
-
-### Videos
-
-**Asset Verification in DataHub Cloud**
-
-<p align="center">
-	<iframe width="560" height="315" src="https://www.loom.com/embed/dd834d3cb8f041fca001cea19b2b4071?sid=7073dcd4-407c-41ec-b41d-c99f26dd6a2f" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
-</p> 
-
-## FAQ and Troubleshooting
-
-**What is the difference between Documentation and Verification Forms?**
-
-Both form types are a way to configure a set of optional and/or required questions for DataHub users to complete. When using Verification Forms, users will be presented with a final verification step once all required questions have been completed; you can think of this as a final acknowledgement of the accuracy of information submitted.
-
-**Who is able to complete Forms in DataHub?**
-
-By default, any owner of an Asset will be able to respond to questions assigned via a Form.
-
-When assigning a Form to an Asset, you can optionally assign specific DataHub users/groups to fill them out.
-
-**Can I assign multiple Forms to a single asset?**
-
-You sure can! Please keep in mind that an Asset will only be considered Documented or Verified if all required questions are completed on all assiged Forms.
-
-### API Tutorials
-
-- [API Guides on Documentation Form](../../../docs/api/tutorials/forms.md)
-
-:::note
-You must create a Structured Property before including it in a Documentation Form.
-To learn more about creating Structured Properties via CLI, please see the [Create Structured Properties](/docs/api/tutorials/structured-properties.md) tutorial.
-:::
-
-### Related Features
-
-- [DataHub Properties](/docs/features/feature-guides/properties.md)
\ No newline at end of file
diff --git a/docs/features/feature-guides/properties.md b/docs/features/feature-guides/properties.md
index 0d961b9ceac4ff..abdb736ad2a429 100644
--- a/docs/features/feature-guides/properties.md
+++ b/docs/features/feature-guides/properties.md
@@ -155,4 +155,4 @@ Please see the following API guides related to Custom and Structured Properties:
 
 ### Related Features
 
-- [Documentation Forms](/docs/features/feature-guides/documentation-forms.md)
\ No newline at end of file
+- [Compliance Forms](compliance-forms/overview.md)
\ No newline at end of file

From 1ed55f417606477071f7843be87caff0ff1ea4c8 Mon Sep 17 00:00:00 2001
From: Gabe Lyons <gabe.lyons@acryl.io>
Date: Thu, 5 Dec 2024 17:50:56 -0800
Subject: [PATCH 03/54] feat(snowflake): adding oauth token bypass to snowflake
 (#12048)

---
 .../source/snowflake/snowflake_connection.py  | 28 ++++++++++
 .../unit/snowflake/test_snowflake_source.py   | 54 +++++++++++++++++++
 2 files changed, 82 insertions(+)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_connection.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_connection.py
index 397606400d389c..2239338972d9be 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_connection.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_connection.py
@@ -43,6 +43,7 @@
     "EXTERNAL_BROWSER_AUTHENTICATOR": EXTERNAL_BROWSER_AUTHENTICATOR,
     "KEY_PAIR_AUTHENTICATOR": KEY_PAIR_AUTHENTICATOR,
     "OAUTH_AUTHENTICATOR": OAUTH_AUTHENTICATOR,
+    "OAUTH_AUTHENTICATOR_TOKEN": OAUTH_AUTHENTICATOR,
 }
 
 _SNOWFLAKE_HOST_SUFFIX = ".snowflakecomputing.com"
@@ -104,6 +105,10 @@ class SnowflakeConnectionConfig(ConfigModel):
         description="Connect args to pass to Snowflake SqlAlchemy driver",
         exclude=True,
     )
+    token: Optional[str] = pydantic.Field(
+        default=None,
+        description="OAuth token from external identity provider. Not recommended for most use cases because it will not be able to refresh once expired.",
+    )
 
     def get_account(self) -> str:
         assert self.account_id
@@ -148,6 +153,18 @@ def authenticator_type_is_valid(cls, v, values):
         logger.info(f"using authenticator type '{v}'")
         return v
 
+    @pydantic.validator("token", always=True)
+    def validate_token_oauth_config(cls, v, values):
+        auth_type = values.get("authentication_type")
+        if auth_type == "OAUTH_AUTHENTICATOR_TOKEN":
+            if not v:
+                raise ValueError("Token required for OAUTH_AUTHENTICATOR_TOKEN.")
+        elif v is not None:
+            raise ValueError(
+                "Token can only be provided when using OAUTH_AUTHENTICATOR_TOKEN"
+            )
+        return v
+
     @staticmethod
     def _check_oauth_config(oauth_config: Optional[OAuthConfiguration]) -> None:
         if oauth_config is None:
@@ -333,6 +350,17 @@ def get_native_connection(self) -> NativeSnowflakeConnection:
                 application=_APPLICATION_NAME,
                 **connect_args,
             )
+        elif self.authentication_type == "OAUTH_AUTHENTICATOR_TOKEN":
+            return snowflake.connector.connect(
+                user=self.username,
+                account=self.account_id,
+                authenticator="oauth",
+                token=self.token,  # Token generated externally and provided directly to the recipe
+                warehouse=self.warehouse,
+                role=self.role,
+                application=_APPLICATION_NAME,
+                **connect_args,
+            )
         elif self.authentication_type == "OAUTH_AUTHENTICATOR":
             return self.get_oauth_connection()
         elif self.authentication_type == "KEY_PAIR_AUTHENTICATOR":
diff --git a/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py b/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py
index 161dfa2b4e78f3..3284baf103e5af 100644
--- a/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py
+++ b/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py
@@ -130,6 +130,60 @@ def test_snowflake_oauth_happy_paths():
     )
 
 
+def test_snowflake_oauth_token_happy_path():
+    assert SnowflakeV2Config.parse_obj(
+        {
+            "account_id": "test",
+            "authentication_type": "OAUTH_AUTHENTICATOR_TOKEN",
+            "token": "valid-token",
+            "username": "test-user",
+            "oauth_config": None,
+        }
+    )
+
+
+def test_snowflake_oauth_token_without_token():
+    with pytest.raises(
+        ValidationError, match="Token required for OAUTH_AUTHENTICATOR_TOKEN."
+    ):
+        SnowflakeV2Config.parse_obj(
+            {
+                "account_id": "test",
+                "authentication_type": "OAUTH_AUTHENTICATOR_TOKEN",
+                "username": "test-user",
+            }
+        )
+
+
+def test_snowflake_oauth_token_with_wrong_auth_type():
+    with pytest.raises(
+        ValueError,
+        match="Token can only be provided when using OAUTH_AUTHENTICATOR_TOKEN.",
+    ):
+        SnowflakeV2Config.parse_obj(
+            {
+                "account_id": "test",
+                "authentication_type": "OAUTH_AUTHENTICATOR",
+                "token": "some-token",
+                "username": "test-user",
+            }
+        )
+
+
+def test_snowflake_oauth_token_with_empty_token():
+    with pytest.raises(
+        ValidationError, match="Token required for OAUTH_AUTHENTICATOR_TOKEN."
+    ):
+        SnowflakeV2Config.parse_obj(
+            {
+                "account_id": "test",
+                "authentication_type": "OAUTH_AUTHENTICATOR_TOKEN",
+                "token": "",
+                "username": "test-user",
+            }
+        )
+
+
 default_config_dict: Dict[str, Any] = {
     "username": "user",
     "password": "password",

From 2fe21329fa34e8c3f9946870966756c64351c9f4 Mon Sep 17 00:00:00 2001
From: Mayuri Nehate <33225191+mayurinehate@users.noreply.github.com>
Date: Fri, 6 Dec 2024 12:43:05 +0530
Subject: [PATCH 04/54] fix(ingest): avoid shell entities during view lineage
 generation (#12044)

---
 .../ingestion/source/sql/sql_common.py        |   2 +
 .../ingestion/source/sql/sql_report.py        |   1 +
 .../datahub/ingestion/source/unity/source.py  |   2 +
 .../datahub/sql_parsing/sqlglot_lineage.py    |   8 +-
 .../golden_test_ingest_with_database.json     | 194 ++++++++----------
 .../golden_mces_mssql_no_db_to_file.json      |  54 +----
 .../golden_mces_mssql_no_db_with_filter.json  |  28 +--
 .../golden_mces_mssql_to_file.json            |  32 +--
 8 files changed, 118 insertions(+), 203 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py b/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py
index 41ffcb95a7cc43..64aa8cfc6ef6c7 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py
@@ -1197,6 +1197,8 @@ def _run_sql_parser(
             )
         else:
             self.report.num_view_definitions_parsed += 1
+            if raw_lineage.out_tables != [view_urn]:
+                self.report.num_view_definitions_view_urn_mismatch += 1
         return view_definition_lineage_helper(raw_lineage, view_urn)
 
     def get_db_schema(self, dataset_identifier: str) -> Tuple[Optional[str], str]:
diff --git a/metadata-ingestion/src/datahub/ingestion/source/sql/sql_report.py b/metadata-ingestion/src/datahub/ingestion/source/sql/sql_report.py
index c1f722b5d1e783..c445ce44a91449 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/sql/sql_report.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/sql/sql_report.py
@@ -48,6 +48,7 @@ class SQLSourceReport(
     query_combiner: Optional[SQLAlchemyQueryCombinerReport] = None
 
     num_view_definitions_parsed: int = 0
+    num_view_definitions_view_urn_mismatch: int = 0
     num_view_definitions_failed_parsing: int = 0
     num_view_definitions_failed_column_parsing: int = 0
     view_definitions_parsing_failures: LossyList[str] = field(default_factory=LossyList)
diff --git a/metadata-ingestion/src/datahub/ingestion/source/unity/source.py b/metadata-ingestion/src/datahub/ingestion/source/unity/source.py
index 9a6cde78cf10d3..f758746193cd83 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/unity/source.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/unity/source.py
@@ -974,6 +974,8 @@ def _run_sql_parser(
             )
         else:
             self.report.num_view_definitions_parsed += 1
+            if raw_lineage.out_tables != [view_urn]:
+                self.report.num_view_definitions_view_urn_mismatch += 1
         return view_definition_lineage_helper(raw_lineage, view_urn)
 
     def get_view_lineage(self) -> Iterable[MetadataWorkUnit]:
diff --git a/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py b/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py
index 9adb792a4be518..4ff68574bf20e6 100644
--- a/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py
+++ b/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py
@@ -1243,13 +1243,19 @@ def infer_output_schema(result: SqlParsingResult) -> Optional[List[SchemaFieldCl
 def view_definition_lineage_helper(
     result: SqlParsingResult, view_urn: str
 ) -> SqlParsingResult:
-    if result.query_type is QueryType.SELECT:
+    if result.query_type is QueryType.SELECT or (
+        result.out_tables and result.out_tables != [view_urn]
+    ):
         # Some platforms (e.g. postgres) store only <select statement> from view definition
         # `create view V as <select statement>` . For such view definitions, `result.out_tables` and
         # `result.column_lineage[].downstream` are empty in `sqlglot_lineage` response, whereas upstream
         # details and downstream column details are extracted correctly.
         # Here, we inject view V's urn in `result.out_tables` and `result.column_lineage[].downstream`
         # to get complete lineage result.
+
+        # Some platforms(e.g. mssql) may have slightly different view name in view definition than
+        # actual view name used elsewhere. Therefore we overwrite downstream table for such cases as well.
+
         result.out_tables = [view_urn]
         if result.column_lineage:
             for col_result in result.column_lineage:
diff --git a/metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_database.json b/metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_database.json
index cbcadde6feb213..abd9b2350638a2 100644
--- a/metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_database.json
+++ b/metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_database.json
@@ -17,7 +17,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -33,7 +33,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -49,7 +49,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -67,7 +67,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -83,7 +83,23 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:937a38ee28b69ecae38665c5e842d0ad",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:0e497517e191d344b0c403231bc708d0"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1643871600000,
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -106,7 +122,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -122,7 +138,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -138,7 +154,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -156,23 +172,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
-        "lastRunId": "no-run-id-provided"
-    }
-},
-{
-    "entityType": "container",
-    "entityUrn": "urn:li:container:937a38ee28b69ecae38665c5e842d0ad",
-    "changeType": "UPSERT",
-    "aspectName": "container",
-    "aspect": {
-        "json": {
-            "container": "urn:li:container:0e497517e191d344b0c403231bc708d0"
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -193,7 +193,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -209,7 +209,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -272,7 +272,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -290,7 +290,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -315,7 +315,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -331,7 +331,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -394,7 +394,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -412,7 +412,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -437,7 +437,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -453,7 +453,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -519,7 +519,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -537,7 +537,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -555,7 +555,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -580,7 +580,23 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:1965527855ae77f259a8ddea2b8eed2f",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:0e497517e191d344b0c403231bc708d0"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1643871600000,
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -603,7 +619,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -619,7 +635,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -635,7 +651,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -653,23 +669,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
-        "lastRunId": "no-run-id-provided"
-    }
-},
-{
-    "entityType": "container",
-    "entityUrn": "urn:li:container:1965527855ae77f259a8ddea2b8eed2f",
-    "changeType": "UPSERT",
-    "aspectName": "container",
-    "aspect": {
-        "json": {
-            "container": "urn:li:container:0e497517e191d344b0c403231bc708d0"
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -690,7 +690,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -706,7 +706,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -769,7 +769,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -787,7 +787,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -812,7 +812,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -828,7 +828,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -891,7 +891,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -909,7 +909,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -934,7 +934,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -950,7 +950,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -1016,7 +1016,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -1034,7 +1034,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -1052,7 +1052,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -1077,13 +1077,13 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
 {
     "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema1.mock_view,PROD)",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,OraDoc.schema1.view1,PROD)",
     "changeType": "UPSERT",
     "aspectName": "upstreamLineage",
     "aspect": {
@@ -1106,7 +1106,7 @@
                     ],
                     "downstreamType": "FIELD",
                     "downstreams": [
-                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema1.mock_view,PROD),MOCK_COLUMN1)"
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,OraDoc.schema1.view1,PROD),MOCK_COLUMN1)"
                     ],
                     "confidenceScore": 1.0
                 },
@@ -1117,7 +1117,7 @@
                     ],
                     "downstreamType": "FIELD",
                     "downstreams": [
-                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema1.mock_view,PROD),MOCK_COLUMN2)"
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,OraDoc.schema1.view1,PROD),MOCK_COLUMN2)"
                     ],
                     "confidenceScore": 1.0
                 }
@@ -1126,13 +1126,13 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 },
 {
     "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema2.mock_view,PROD)",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,OraDoc.schema2.view1,PROD)",
     "changeType": "UPSERT",
     "aspectName": "upstreamLineage",
     "aspect": {
@@ -1155,7 +1155,7 @@
                     ],
                     "downstreamType": "FIELD",
                     "downstreams": [
-                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema2.mock_view,PROD),MOCK_COLUMN1)"
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,OraDoc.schema2.view1,PROD),MOCK_COLUMN1)"
                     ],
                     "confidenceScore": 1.0
                 },
@@ -1166,7 +1166,7 @@
                     ],
                     "downstreamType": "FIELD",
                     "downstreams": [
-                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema2.mock_view,PROD),MOCK_COLUMN2)"
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,OraDoc.schema2.view1,PROD),MOCK_COLUMN2)"
                     ],
                     "confidenceScore": 1.0
                 }
@@ -1175,39 +1175,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
-        "lastRunId": "no-run-id-provided"
-    }
-},
-{
-    "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema1.mock_view,PROD)",
-    "changeType": "UPSERT",
-    "aspectName": "status",
-    "aspect": {
-        "json": {
-            "removed": false
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
-        "lastRunId": "no-run-id-provided"
-    }
-},
-{
-    "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,oradoc.schema2.mock_view,PROD)",
-    "changeType": "UPSERT",
-    "aspectName": "status",
-    "aspect": {
-        "json": {
-            "removed": false
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1643871600000,
-        "runId": "oracle-2022_02_03-07_00_00",
+        "runId": "oracle-2022_02_03-07_00_00-uzcdxn",
         "lastRunId": "no-run-id-provided"
     }
 }
diff --git a/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_to_file.json b/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_to_file.json
index 54821347fd28b8..72dcda25c1296c 100644
--- a/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_to_file.json
+++ b/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_to_file.json
@@ -113,11 +113,11 @@
     "aspect": {
         "json": {
             "customProperties": {
-                "job_id": "4130c37d-146c-43da-a671-dd9a413a44b3",
+                "job_id": "c2d77890-83ba-435f-879b-1c77fa38dd47",
                 "job_name": "Weekly Demo Data Backup",
                 "description": "No description available.",
-                "date_created": "2024-11-22 12:58:03.260000",
-                "date_modified": "2024-11-22 12:58:03.440000",
+                "date_created": "2024-12-05 16:44:43.910000",
+                "date_modified": "2024-12-05 16:44:44.043000",
                 "step_id": "1",
                 "step_name": "Set database to read only",
                 "subsystem": "TSQL",
@@ -2282,8 +2282,8 @@
                 "code": "CREATE PROCEDURE [Foo].[Proc.With.SpecialChar] @ID INT\nAS\n    SELECT @ID AS ThatDB;\n",
                 "input parameters": "['@ID']",
                 "parameter @ID": "{'type': 'int'}",
-                "date_created": "2024-11-22 12:58:03.137000",
-                "date_modified": "2024-11-22 12:58:03.137000"
+                "date_created": "2024-12-05 16:44:43.800000",
+                "date_modified": "2024-12-05 16:44:43.800000"
             },
             "externalUrl": "",
             "name": "DemoData.Foo.Proc.With.SpecialChar",
@@ -2310,8 +2310,8 @@
                 "depending_on_procedure": "{}",
                 "code": "CREATE PROCEDURE [Foo].[NewProc]\n    AS\n    BEGIN\n        --insert into items table from salesreason table\n        insert into Foo.Items (ID, ItemName)\n        SELECT TempID, Name\n        FROM Foo.SalesReason;\n\n\n       IF OBJECT_ID('Foo.age_dist', 'U') IS NULL\n       BEGIN\n            -- Create and populate if table doesn't exist\n            SELECT Age, COUNT(*) as Count\n            INTO Foo.age_dist\n            FROM Foo.Persons\n            GROUP BY Age\n        END\n        ELSE\n        BEGIN\n            -- Update existing table\n            TRUNCATE TABLE Foo.age_dist;\n\n            INSERT INTO Foo.age_dist (Age, Count)\n            SELECT Age, COUNT(*) as Count\n            FROM Foo.Persons\n            GROUP BY Age\n        END\n\n        SELECT ID, Age INTO #TEMPTABLE FROM NewData.FooNew.PersonsNew\n        \n        UPDATE DemoData.Foo.Persons\n        SET Age = t.Age\n        FROM DemoData.Foo.Persons p\n        JOIN #TEMPTABLE t ON p.ID = t.ID\n\n    END\n",
                 "input parameters": "[]",
-                "date_created": "2024-11-22 12:58:03.140000",
-                "date_modified": "2024-11-22 12:58:03.140000"
+                "date_created": "2024-12-05 16:44:43.803000",
+                "date_modified": "2024-12-05 16:44:43.803000"
             },
             "externalUrl": "",
             "name": "DemoData.Foo.NewProc",
@@ -4883,7 +4883,7 @@
 },
 {
     "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,demodata.foo.personsview,PROD)",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,DemoData.Foo.PersonsView,PROD)",
     "changeType": "UPSERT",
     "aspectName": "upstreamLineage",
     "aspect": {
@@ -4908,7 +4908,7 @@
 },
 {
     "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,newdata.foonew.view1,PROD)",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,NewData.FooNew.View1,PROD)",
     "changeType": "UPSERT",
     "aspectName": "upstreamLineage",
     "aspect": {
@@ -4931,7 +4931,7 @@
                     ],
                     "downstreamType": "FIELD",
                     "downstreams": [
-                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:mssql,newdata.foonew.view1,PROD),firstname)"
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:mssql,NewData.FooNew.View1,PROD),firstname)"
                     ],
                     "confidenceScore": 1.0
                 },
@@ -4942,7 +4942,7 @@
                     ],
                     "downstreamType": "FIELD",
                     "downstreams": [
-                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:mssql,newdata.foonew.view1,PROD),lastname)"
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:mssql,NewData.FooNew.View1,PROD),lastname)"
                     ],
                     "confidenceScore": 1.0
                 }
@@ -5034,37 +5034,5 @@
         "runId": "mssql-test",
         "lastRunId": "no-run-id-provided"
     }
-},
-{
-    "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,demodata.foo.personsview,PROD)",
-    "changeType": "UPSERT",
-    "aspectName": "status",
-    "aspect": {
-        "json": {
-            "removed": false
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1615443388097,
-        "runId": "mssql-test",
-        "lastRunId": "no-run-id-provided"
-    }
-},
-{
-    "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,newdata.foonew.view1,PROD)",
-    "changeType": "UPSERT",
-    "aspectName": "status",
-    "aspect": {
-        "json": {
-            "removed": false
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1615443388097,
-        "runId": "mssql-test",
-        "lastRunId": "no-run-id-provided"
-    }
 }
 ]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_with_filter.json b/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_with_filter.json
index 1d702214fedf79..0df89ff1eb94d7 100644
--- a/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_with_filter.json
+++ b/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_no_db_with_filter.json
@@ -113,11 +113,11 @@
     "aspect": {
         "json": {
             "customProperties": {
-                "job_id": "2a055367-5e6a-4162-b3a9-dd60f52c79a8",
+                "job_id": "c2d77890-83ba-435f-879b-1c77fa38dd47",
                 "job_name": "Weekly Demo Data Backup",
                 "description": "No description available.",
-                "date_created": "2024-11-26 07:22:19.640000",
-                "date_modified": "2024-11-26 07:22:19.773000",
+                "date_created": "2024-12-05 16:44:43.910000",
+                "date_modified": "2024-12-05 16:44:44.043000",
                 "step_id": "1",
                 "step_name": "Set database to read only",
                 "subsystem": "TSQL",
@@ -2282,8 +2282,8 @@
                 "code": "CREATE PROCEDURE [Foo].[Proc.With.SpecialChar] @ID INT\nAS\n    SELECT @ID AS ThatDB;\n",
                 "input parameters": "['@ID']",
                 "parameter @ID": "{'type': 'int'}",
-                "date_created": "2024-11-26 07:22:19.510000",
-                "date_modified": "2024-11-26 07:22:19.510000"
+                "date_created": "2024-12-05 16:44:43.800000",
+                "date_modified": "2024-12-05 16:44:43.800000"
             },
             "externalUrl": "",
             "name": "DemoData.Foo.Proc.With.SpecialChar",
@@ -2630,7 +2630,7 @@
 },
 {
     "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,demodata.foo.personsview,PROD)",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,DemoData.Foo.PersonsView,PROD)",
     "changeType": "UPSERT",
     "aspectName": "upstreamLineage",
     "aspect": {
@@ -2716,21 +2716,5 @@
         "runId": "mssql-test",
         "lastRunId": "no-run-id-provided"
     }
-},
-{
-    "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,demodata.foo.personsview,PROD)",
-    "changeType": "UPSERT",
-    "aspectName": "status",
-    "aspect": {
-        "json": {
-            "removed": false
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1615443388097,
-        "runId": "mssql-test",
-        "lastRunId": "no-run-id-provided"
-    }
 }
 ]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_to_file.json b/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_to_file.json
index 3836e587ef8cf4..b67ebfb206883a 100644
--- a/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_to_file.json
+++ b/metadata-ingestion/tests/integration/sql_server/golden_files/golden_mces_mssql_to_file.json
@@ -113,11 +113,11 @@
     "aspect": {
         "json": {
             "customProperties": {
-                "job_id": "4130c37d-146c-43da-a671-dd9a413a44b3",
+                "job_id": "c2d77890-83ba-435f-879b-1c77fa38dd47",
                 "job_name": "Weekly Demo Data Backup",
                 "description": "No description available.",
-                "date_created": "2024-11-22 12:58:03.260000",
-                "date_modified": "2024-11-22 12:58:03.440000",
+                "date_created": "2024-12-05 16:44:43.910000",
+                "date_modified": "2024-12-05 16:44:44.043000",
                 "step_id": "1",
                 "step_name": "Set database to read only",
                 "subsystem": "TSQL",
@@ -2282,8 +2282,8 @@
                 "code": "CREATE PROCEDURE [Foo].[Proc.With.SpecialChar] @ID INT\nAS\n    SELECT @ID AS ThatDB;\n",
                 "input parameters": "['@ID']",
                 "parameter @ID": "{'type': 'int'}",
-                "date_created": "2024-11-22 12:58:03.137000",
-                "date_modified": "2024-11-22 12:58:03.137000"
+                "date_created": "2024-12-05 16:44:43.800000",
+                "date_modified": "2024-12-05 16:44:43.800000"
             },
             "externalUrl": "",
             "name": "DemoData.Foo.Proc.With.SpecialChar",
@@ -2310,8 +2310,8 @@
                 "depending_on_procedure": "{}",
                 "code": "CREATE PROCEDURE [Foo].[NewProc]\n    AS\n    BEGIN\n        --insert into items table from salesreason table\n        insert into Foo.Items (ID, ItemName)\n        SELECT TempID, Name\n        FROM Foo.SalesReason;\n\n\n       IF OBJECT_ID('Foo.age_dist', 'U') IS NULL\n       BEGIN\n            -- Create and populate if table doesn't exist\n            SELECT Age, COUNT(*) as Count\n            INTO Foo.age_dist\n            FROM Foo.Persons\n            GROUP BY Age\n        END\n        ELSE\n        BEGIN\n            -- Update existing table\n            TRUNCATE TABLE Foo.age_dist;\n\n            INSERT INTO Foo.age_dist (Age, Count)\n            SELECT Age, COUNT(*) as Count\n            FROM Foo.Persons\n            GROUP BY Age\n        END\n\n        SELECT ID, Age INTO #TEMPTABLE FROM NewData.FooNew.PersonsNew\n        \n        UPDATE DemoData.Foo.Persons\n        SET Age = t.Age\n        FROM DemoData.Foo.Persons p\n        JOIN #TEMPTABLE t ON p.ID = t.ID\n\n    END\n",
                 "input parameters": "[]",
-                "date_created": "2024-11-22 12:58:03.140000",
-                "date_modified": "2024-11-22 12:58:03.140000"
+                "date_created": "2024-12-05 16:44:43.803000",
+                "date_modified": "2024-12-05 16:44:43.803000"
             },
             "externalUrl": "",
             "name": "DemoData.Foo.NewProc",
@@ -2658,7 +2658,7 @@
 },
 {
     "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,demodata.foo.personsview,PROD)",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,DemoData.Foo.PersonsView,PROD)",
     "changeType": "UPSERT",
     "aspectName": "upstreamLineage",
     "aspect": {
@@ -2760,21 +2760,5 @@
         "runId": "mssql-test",
         "lastRunId": "no-run-id-provided"
     }
-},
-{
-    "entityType": "dataset",
-    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:mssql,demodata.foo.personsview,PROD)",
-    "changeType": "UPSERT",
-    "aspectName": "status",
-    "aspect": {
-        "json": {
-            "removed": false
-        }
-    },
-    "systemMetadata": {
-        "lastObserved": 1615443388097,
-        "runId": "mssql-test",
-        "lastRunId": "no-run-id-provided"
-    }
 }
 ]
\ No newline at end of file

From eef2077a55c45ff5024f6b28a35a682909a44c80 Mon Sep 17 00:00:00 2001
From: Aseem Bansal <asmbansal2@gmail.com>
Date: Fri, 6 Dec 2024 16:57:07 +0530
Subject: [PATCH 05/54] fix(logs): add actor urn on unauthorised (#12030)

---
 .../authentication/filter/AuthenticationFilter.java   | 11 +++++++----
 .../auth/authentication/AuthServiceController.java    |  6 ++++--
 .../metadata/resources/entity/AspectResource.java     |  6 +++---
 .../metadata/resources/entity/EntityResource.java     |  8 ++++----
 .../linkedin/metadata/resources/usage/UsageStats.java |  5 +++--
 5 files changed, 21 insertions(+), 15 deletions(-)

diff --git a/metadata-service/auth-filter/src/main/java/com/datahub/auth/authentication/filter/AuthenticationFilter.java b/metadata-service/auth-filter/src/main/java/com/datahub/auth/authentication/filter/AuthenticationFilter.java
index 0a54677eb6149b..30f98180f80180 100644
--- a/metadata-service/auth-filter/src/main/java/com/datahub/auth/authentication/filter/AuthenticationFilter.java
+++ b/metadata-service/auth-filter/src/main/java/com/datahub/auth/authentication/filter/AuthenticationFilter.java
@@ -98,11 +98,12 @@ public void doFilter(ServletRequest request, ServletResponse response, FilterCha
     }
 
     if (authentication != null) {
+      String actorUrnStr = authentication.getActor().toUrnStr();
       // Successfully authenticated.
       log.debug(
-          String.format(
-              "Successfully authenticated request for Actor with type: %s, id: %s",
-              authentication.getActor().getType(), authentication.getActor().getId()));
+          "Successfully authenticated request for Actor with type: {}, id: {}",
+          authentication.getActor().getType(),
+          authentication.getActor().getId());
       AuthenticationContext.setAuthentication(authentication);
       chain.doFilter(request, response);
     } else {
@@ -110,7 +111,9 @@ public void doFilter(ServletRequest request, ServletResponse response, FilterCha
       log.debug(
           "Failed to authenticate request. Received 'null' Authentication value from authenticator chain.");
       ((HttpServletResponse) response)
-          .sendError(HttpServletResponse.SC_UNAUTHORIZED, "Unauthorized to perform this action.");
+          .sendError(
+              HttpServletResponse.SC_UNAUTHORIZED,
+              "Unauthorized to perform this action due to expired auth.");
       return;
     }
     AuthenticationContext.remove();
diff --git a/metadata-service/auth-servlet-impl/src/main/java/com/datahub/auth/authentication/AuthServiceController.java b/metadata-service/auth-servlet-impl/src/main/java/com/datahub/auth/authentication/AuthServiceController.java
index de2582af00a932..5d4542cf0826e8 100644
--- a/metadata-service/auth-servlet-impl/src/main/java/com/datahub/auth/authentication/AuthServiceController.java
+++ b/metadata-service/auth-servlet-impl/src/main/java/com/datahub/auth/authentication/AuthServiceController.java
@@ -138,7 +138,9 @@ CompletableFuture<ResponseEntity<String>> generateSessionTokenForUser(
     }
 
     log.info("Attempting to generate session token for user {}", userId.asText());
-    final String actorId = AuthenticationContext.getAuthentication().getActor().getId();
+    Authentication authentication = AuthenticationContext.getAuthentication();
+    final String actorId = authentication.getActor().getId();
+    final String actorUrn = authentication.getActor().toUrnStr();
     return CompletableFuture.supplyAsync(
         () -> {
           // 1. Verify that only those authorized to generate a token (datahub system) are able to.
@@ -164,7 +166,7 @@ CompletableFuture<ResponseEntity<String>> generateSessionTokenForUser(
           }
           throw HttpClientErrorException.create(
               HttpStatus.UNAUTHORIZED,
-              "Unauthorized to perform this action.",
+              actorUrn + " unauthorized to perform this action.",
               new HttpHeaders(),
               null,
               null);
diff --git a/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/AspectResource.java b/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/AspectResource.java
index a8b9c34ab66ae6..6033ead36f10ec 100644
--- a/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/AspectResource.java
+++ b/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/AspectResource.java
@@ -281,12 +281,13 @@ private Task<String> ingestProposals(
           boolean asyncBool)
   throws URISyntaxException {
     Authentication authentication = AuthenticationContext.getAuthentication();
+    String actorUrnStr = authentication.getActor().toUrnStr();
 
     Set<String> entityTypes = metadataChangeProposals.stream()
                                                      .map(MetadataChangeProposal::getEntityType)
                                                      .collect(Collectors.toSet());
     final OperationContext opContext = OperationContext.asSession(
-              systemOperationContext, RequestContext.builder().buildRestli(authentication.getActor().toUrnStr(), getContext(),
+              systemOperationContext, RequestContext.builder().buildRestli(actorUrnStr, getContext(),
                     ACTION_INGEST_PROPOSAL, entityTypes), _authorizer, authentication, true);
 
     // Ingest Authorization Checks
@@ -299,9 +300,8 @@ private Task<String> ingestProposals(
                  .map(ex -> String.format("HttpStatus: %s Urn: %s", ex.getSecond(), ex.getFirst().getEntityUrn()))
                  .collect(Collectors.joining(", "));
         throw new RestLiServiceException(
-                 HttpStatus.S_403_FORBIDDEN, "User is unauthorized to modify entity: " + errorMessages);
+                 HttpStatus.S_403_FORBIDDEN, "User " + actorUrnStr + " is unauthorized to modify entity: " + errorMessages);
     }
-    String actorUrnStr = authentication.getActor().toUrnStr();
     final AuditStamp auditStamp =
         new AuditStamp().setTime(_clock.millis()).setActor(Urn.createFromString(actorUrnStr));
 
diff --git a/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/EntityResource.java b/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/EntityResource.java
index 6c5576f2e5d9f4..0c374c29cf958a 100644
--- a/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/EntityResource.java
+++ b/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/entity/EntityResource.java
@@ -274,7 +274,7 @@ public Task<Void> ingest(
     String actorUrnStr = authentication.getActor().toUrnStr();
     final Urn urn = com.datahub.util.ModelUtils.getUrnFromSnapshotUnion(entity.getValue());
     final OperationContext opContext = OperationContext.asSession(
-            systemOperationContext, RequestContext.builder().buildRestli(authentication.getActor().toUrnStr(), getContext(),
+            systemOperationContext, RequestContext.builder().buildRestli(actorUrnStr, getContext(),
                     ACTION_INGEST, urn.getEntityType()), authorizer, authentication, true);
 
     if (!isAPIAuthorizedEntityUrns(
@@ -282,7 +282,7 @@ public Task<Void> ingest(
             CREATE,
             List.of(urn))) {
       throw new RestLiServiceException(
-          HttpStatus.S_403_FORBIDDEN, "User is unauthorized to edit entity " + urn);
+          HttpStatus.S_403_FORBIDDEN, "User " + actorUrnStr + " is unauthorized to edit entity " + urn);
     }
 
     try {
@@ -320,7 +320,7 @@ public Task<Void> batchIngest(
             .map(Entity::getValue)
             .map(com.datahub.util.ModelUtils::getUrnFromSnapshotUnion).collect(Collectors.toList());
     final OperationContext opContext = OperationContext.asSession(
-            systemOperationContext, RequestContext.builder().buildRestli(authentication.getActor().toUrnStr(),
+            systemOperationContext, RequestContext.builder().buildRestli(actorUrnStr,
                     getContext(), ACTION_BATCH_INGEST, urns.stream().map(Urn::getEntityType).collect(Collectors.toList())),
             authorizer, authentication, true);
 
@@ -328,7 +328,7 @@ public Task<Void> batchIngest(
             opContext,
             CREATE, urns)) {
       throw new RestLiServiceException(
-          HttpStatus.S_403_FORBIDDEN, "User is unauthorized to edit entities.");
+          HttpStatus.S_403_FORBIDDEN, "User " + actorUrnStr +  " is unauthorized to edit entities.");
     }
 
     for (Entity entity : entities) {
diff --git a/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/usage/UsageStats.java b/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/usage/UsageStats.java
index a0c3d460951605..426eff20c9c6eb 100644
--- a/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/usage/UsageStats.java
+++ b/metadata-service/restli-servlet-impl/src/main/java/com/linkedin/metadata/resources/usage/UsageStats.java
@@ -104,9 +104,10 @@ public Task<Void> batchIngest(@ActionParam(PARAM_BUCKETS) @Nonnull UsageAggregat
         () -> {
 
           final Authentication auth = AuthenticationContext.getAuthentication();
+          String actorUrnStr = auth.getActor().toUrnStr();
           Set<Urn> urns = Arrays.stream(buckets).sequential().map(UsageAggregation::getResource).collect(Collectors.toSet());
           final OperationContext opContext = OperationContext.asSession(
-                  systemOperationContext, RequestContext.builder().buildRestli(auth.getActor().toUrnStr(), getContext(),
+                  systemOperationContext, RequestContext.builder().buildRestli(actorUrnStr, getContext(),
                           ACTION_BATCH_INGEST, urns.stream().map(Urn::getEntityType).collect(Collectors.toList())), _authorizer,
                   auth, true);
 
@@ -115,7 +116,7 @@ public Task<Void> batchIngest(@ActionParam(PARAM_BUCKETS) @Nonnull UsageAggregat
                   UPDATE,
                   urns)) {
             throw new RestLiServiceException(
-                HttpStatus.S_403_FORBIDDEN, "User is unauthorized to edit entities.");
+                HttpStatus.S_403_FORBIDDEN, "User " + actorUrnStr + " is unauthorized to edit entities.");
           }
 
           for (UsageAggregation agg : buckets) {

From ea9eaf439d93999d6ceb2e13aff46a4a2adae790 Mon Sep 17 00:00:00 2001
From: stcha <100420854+siong-tcha@users.noreply.github.com>
Date: Fri, 6 Dec 2024 16:02:32 +0100
Subject: [PATCH 06/54] fix(ingest/snowflake): Add handling of Hybrid Table
 type for Snowflake ingestion (#12039)

---
 .../src/datahub/ingestion/source/snowflake/snowflake_query.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py
index 662e1cc2509eae..bb5d0636f67123 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py
@@ -132,7 +132,7 @@ def tables_for_database(db_name: Optional[str]) -> str:
         auto_clustering_on AS "AUTO_CLUSTERING_ON"
         FROM {db_clause}information_schema.tables t
         WHERE table_schema != 'INFORMATION_SCHEMA'
-        and table_type in ( 'BASE TABLE', 'EXTERNAL TABLE')
+        and table_type in ( 'BASE TABLE', 'EXTERNAL TABLE', 'HYBRID TABLE')
         order by table_schema, table_name"""
 
     @staticmethod
@@ -152,7 +152,7 @@ def tables_for_schema(schema_name: str, db_name: Optional[str]) -> str:
         auto_clustering_on AS "AUTO_CLUSTERING_ON"
         FROM {db_clause}information_schema.tables t
         where table_schema='{schema_name}'
-        and table_type in ('BASE TABLE', 'EXTERNAL TABLE')
+        and table_type in ('BASE TABLE', 'EXTERNAL TABLE', 'HYBRID TABLE')
         order by table_schema, table_name"""
 
     @staticmethod

From b495205ed03d425093d509263e76c1b7c3f467d3 Mon Sep 17 00:00:00 2001
From: Harshal Sheth <hsheth2@gmail.com>
Date: Fri, 6 Dec 2024 11:13:37 -0500
Subject: [PATCH 07/54] fix(ingest/powerbi): reduce type cast usage (#12004)

---
 .../source/powerbi/m_query/data_classes.py    | 15 +-----
 .../source/powerbi/m_query/pattern_handler.py | 46 ++++++++-----------
 .../source/powerbi/m_query/resolver.py        | 18 ++++----
 .../source/powerbi/m_query/tree_function.py   |  6 +--
 .../source/snowflake/snowflake_config.py      |  7 +--
 5 files changed, 36 insertions(+), 56 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/data_classes.py b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/data_classes.py
index f1691b5df68a94..8c9ba3b458ab25 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/data_classes.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/data_classes.py
@@ -1,5 +1,4 @@
 import os
-from abc import ABC
 from dataclasses import dataclass
 from enum import Enum
 from typing import Any, Dict, List, Optional
@@ -12,18 +11,8 @@
 TRACE_POWERBI_MQUERY_PARSER = os.getenv("DATAHUB_TRACE_POWERBI_MQUERY_PARSER", False)
 
 
-class AbstractIdentifierAccessor(ABC):  # To pass lint
-    pass
-
-
-# @dataclass
-# class ItemSelector:
-#     items: Dict[str, Any]
-#     next: Optional[AbstractIdentifierAccessor]
-
-
 @dataclass
-class IdentifierAccessor(AbstractIdentifierAccessor):
+class IdentifierAccessor:
     """
     statement
         public_order_date = Source{[Schema="public",Item="order_date"]}[Data]
@@ -40,7 +29,7 @@ class IdentifierAccessor(AbstractIdentifierAccessor):
 
     identifier: str
     items: Dict[str, Any]
-    next: Optional[AbstractIdentifierAccessor]
+    next: Optional["IdentifierAccessor"]
 
 
 @dataclass
diff --git a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/pattern_handler.py b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/pattern_handler.py
index 13d97a70290298..ffaed79f4e42a6 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/pattern_handler.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/pattern_handler.py
@@ -1,7 +1,7 @@
 import logging
 from abc import ABC, abstractmethod
 from enum import Enum
-from typing import Dict, List, Optional, Tuple, Type, Union, cast
+from typing import Dict, List, Optional, Tuple, Type, cast
 
 from lark import Tree
 
@@ -22,7 +22,6 @@
 )
 from datahub.ingestion.source.powerbi.m_query import native_sql_parser, tree_function
 from datahub.ingestion.source.powerbi.m_query.data_classes import (
-    AbstractIdentifierAccessor,
     DataAccessFunctionDetail,
     DataPlatformTable,
     FunctionName,
@@ -412,33 +411,25 @@ def create_lineage(
         )
         table_detail: Dict[str, str] = {}
         temp_accessor: Optional[
-            Union[IdentifierAccessor, AbstractIdentifierAccessor]
+            IdentifierAccessor
         ] = data_access_func_detail.identifier_accessor
 
         while temp_accessor:
-            if isinstance(temp_accessor, IdentifierAccessor):
-                # Condition to handle databricks M-query pattern where table, schema and database all are present in
-                # the same invoke statement
-                if all(
-                    element in temp_accessor.items
-                    for element in ["Item", "Schema", "Catalog"]
-                ):
-                    table_detail["Schema"] = temp_accessor.items["Schema"]
-                    table_detail["Table"] = temp_accessor.items["Item"]
-                else:
-                    table_detail[temp_accessor.items["Kind"]] = temp_accessor.items[
-                        "Name"
-                    ]
-
-                if temp_accessor.next is not None:
-                    temp_accessor = temp_accessor.next
-                else:
-                    break
+            # Condition to handle databricks M-query pattern where table, schema and database all are present in
+            # the same invoke statement
+            if all(
+                element in temp_accessor.items
+                for element in ["Item", "Schema", "Catalog"]
+            ):
+                table_detail["Schema"] = temp_accessor.items["Schema"]
+                table_detail["Table"] = temp_accessor.items["Item"]
             else:
-                logger.debug(
-                    "expecting instance to be IdentifierAccessor, please check if parsing is done properly"
-                )
-                return Lineage.empty()
+                table_detail[temp_accessor.items["Kind"]] = temp_accessor.items["Name"]
+
+            if temp_accessor.next is not None:
+                temp_accessor = temp_accessor.next
+            else:
+                break
 
         table_reference = self.create_reference_table(
             arg_list=data_access_func_detail.arg_list,
@@ -786,9 +777,10 @@ def get_db_name(self, data_access_tokens: List[str]) -> Optional[str]:
     def create_lineage(
         self, data_access_func_detail: DataAccessFunctionDetail
     ) -> Lineage:
-        t1: Tree = cast(
-            Tree, tree_function.first_arg_list_func(data_access_func_detail.arg_list)
+        t1: Optional[Tree] = tree_function.first_arg_list_func(
+            data_access_func_detail.arg_list
         )
+        assert t1 is not None
         flat_argument_list: List[Tree] = tree_function.flat_argument_list(t1)
 
         if len(flat_argument_list) != 2:
diff --git a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/resolver.py b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/resolver.py
index 81a0e1ef2d79b1..2756a113d1ef0c 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/resolver.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/resolver.py
@@ -1,6 +1,6 @@
 import logging
 from abc import ABC, abstractmethod
-from typing import Any, Dict, List, Optional, Tuple, Union, cast
+from typing import Any, Dict, List, Optional, Tuple, Union
 
 from lark import Tree
 
@@ -95,14 +95,12 @@ def get_item_selector_tokens(
         # remove whitespaces and quotes from token
         tokens: List[str] = tree_function.strip_char_from_list(
             tree_function.remove_whitespaces_from_list(
-                tree_function.token_values(
-                    cast(Tree, item_selector), parameters=self.parameters
-                )
+                tree_function.token_values(item_selector, parameters=self.parameters)
             ),
         )
         identifier: List[str] = tree_function.token_values(
-            cast(Tree, identifier_tree)
-        )  # type :ignore
+            identifier_tree, parameters={}
+        )
 
         # convert tokens to dict
         iterator = iter(tokens)
@@ -238,10 +236,10 @@ def _process_invoke_expression(
     def _process_item_selector_expression(
         self, rh_tree: Tree
     ) -> Tuple[Optional[str], Optional[Dict[str, str]]]:
-        new_identifier, key_vs_value = self.get_item_selector_tokens(  # type: ignore
-            cast(Tree, tree_function.first_expression_func(rh_tree))
-        )
+        first_expression: Optional[Tree] = tree_function.first_expression_func(rh_tree)
+        assert first_expression is not None
 
+        new_identifier, key_vs_value = self.get_item_selector_tokens(first_expression)
         return new_identifier, key_vs_value
 
     @staticmethod
@@ -327,7 +325,7 @@ def internal(
                 # The first argument can be a single table argument or list of table.
                 # For example Table.Combine({t1,t2},....), here first argument is list of table.
                 # Table.AddColumn(t1,....), here first argument is single table.
-                for token in cast(List[str], result):
+                for token in result:
                     internal(token, identifier_accessor)
 
             else:
diff --git a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/tree_function.py b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/tree_function.py
index 186f03fe136393..d48e251bd00906 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/tree_function.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/powerbi/m_query/tree_function.py
@@ -1,6 +1,6 @@
 import logging
 from functools import partial
-from typing import Any, Dict, List, Optional, Union, cast
+from typing import Any, Dict, List, Optional, Union
 
 from lark import Token, Tree
 
@@ -58,7 +58,7 @@ def internal(node: Union[Tree, Token]) -> Optional[Tree]:
         if isinstance(node, Token):
             return None
 
-        for child in cast(Tree, node).children:
+        for child in node.children:
             child_node: Optional[Tree] = internal(child)
             if child_node is not None:
                 return child_node
@@ -99,7 +99,7 @@ def internal(node: Union[Tree, Token]) -> None:
                 logger.debug(f"Unable to resolve parameter reference to {ref}")
                 values.append(ref)
         elif isinstance(node, Token):
-            values.append(cast(Token, node).value)
+            values.append(node.value)
             return
         else:
             for child in node.children:
diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py
index 229c0e292fbafe..c30a26fbbd02cc 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py
@@ -1,7 +1,7 @@
 import logging
 from collections import defaultdict
 from dataclasses import dataclass
-from typing import Dict, List, Optional, Set, cast
+from typing import Dict, List, Optional, Set
 
 import pydantic
 from pydantic import Field, SecretStr, root_validator, validator
@@ -118,9 +118,10 @@ def validate_legacy_schema_pattern(cls, values: Dict) -> Dict:
             )
 
         # Always exclude reporting metadata for INFORMATION_SCHEMA schema
-        if schema_pattern is not None and schema_pattern:
+        if schema_pattern:
             logger.debug("Adding deny for INFORMATION_SCHEMA to schema_pattern.")
-            cast(AllowDenyPattern, schema_pattern).deny.append(r".*INFORMATION_SCHEMA$")
+            assert isinstance(schema_pattern, AllowDenyPattern)
+            schema_pattern.deny.append(r".*INFORMATION_SCHEMA$")
 
         return values
 

From bd7649ed89c15dfccceb7f3b1ed013db6c478211 Mon Sep 17 00:00:00 2001
From: Harshal Sheth <hsheth2@gmail.com>
Date: Fri, 6 Dec 2024 11:17:41 -0500
Subject: [PATCH 08/54] refactor(ingest/sql): add _get_view_definition helper
 method (#12033)

---
 .../ingestion/source/sql/mssql/source.py      |  2 -
 .../ingestion/source/sql/sql_common.py        | 53 +++++++++++--------
 2 files changed, 32 insertions(+), 23 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/sql/mssql/source.py b/metadata-ingestion/src/datahub/ingestion/source/sql/mssql/source.py
index 7a2dbda8b4a939..414c1faaa1661a 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/sql/mssql/source.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/sql/mssql/source.py
@@ -5,8 +5,6 @@
 
 import pydantic
 import sqlalchemy.dialects.mssql
-
-# This import verifies that the dependencies are available.
 from pydantic.fields import Field
 from sqlalchemy import create_engine, inspect
 from sqlalchemy.engine.base import Connection
diff --git a/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py b/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py
index 64aa8cfc6ef6c7..4e22930e7a2a0b 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/sql/sql_common.py
@@ -582,6 +582,8 @@ def get_view_lineage(self) -> Iterable[MetadataWorkUnit]:
             generate_operations=False,
         )
         for dataset_name in self._view_definition_cache.keys():
+            # TODO: Ensure that the lineage generated from the view definition
+            # matches the dataset_name.
             view_definition = self._view_definition_cache[dataset_name]
             result = self._run_sql_parser(
                 dataset_name,
@@ -1059,6 +1061,20 @@ def loop_views(
                 exc=e,
             )
 
+    def _get_view_definition(self, inspector: Inspector, schema: str, view: str) -> str:
+        try:
+            view_definition = inspector.get_view_definition(view, schema)
+            if view_definition is None:
+                view_definition = ""
+            else:
+                # Some dialects return a TextClause instead of a raw string,
+                # so we need to convert them to a string.
+                view_definition = str(view_definition)
+        except NotImplementedError:
+            view_definition = ""
+
+        return view_definition
+
     def _process_view(
         self,
         dataset_name: str,
@@ -1077,7 +1093,10 @@ def _process_view(
             columns = inspector.get_columns(view, schema)
         except KeyError:
             # For certain types of views, we are unable to fetch the list of columns.
-            self.warn(logger, dataset_name, "unable to get schema for this view")
+            self.report.warning(
+                message="Unable to get schema for a view",
+                context=f"{dataset_name}",
+            )
             schema_metadata = None
         else:
             schema_fields = self.get_schema_fields(dataset_name, columns, inspector)
@@ -1091,19 +1110,12 @@ def _process_view(
             if self._save_schema_to_resolver():
                 self.schema_resolver.add_schema_metadata(dataset_urn, schema_metadata)
                 self.discovered_datasets.add(dataset_name)
+
         description, properties, _ = self.get_table_properties(inspector, schema, view)
-        try:
-            view_definition = inspector.get_view_definition(view, schema)
-            if view_definition is None:
-                view_definition = ""
-            else:
-                # Some dialects return a TextClause instead of a raw string,
-                # so we need to convert them to a string.
-                view_definition = str(view_definition)
-        except NotImplementedError:
-            view_definition = ""
-        properties["view_definition"] = view_definition
         properties["is_view"] = "True"
+
+        view_definition = self._get_view_definition(inspector, schema, view)
+        properties["view_definition"] = view_definition
         if view_definition and self.config.include_view_lineage:
             self._view_definition_cache[dataset_name] = view_definition
 
@@ -1135,15 +1147,14 @@ def _process_view(
             entityUrn=dataset_urn,
             aspect=SubTypesClass(typeNames=[DatasetSubTypes.VIEW]),
         ).as_workunit()
-        if "view_definition" in properties:
-            view_definition_string = properties["view_definition"]
-            view_properties_aspect = ViewPropertiesClass(
-                materialized=False, viewLanguage="SQL", viewLogic=view_definition_string
-            )
-            yield MetadataChangeProposalWrapper(
-                entityUrn=dataset_urn,
-                aspect=view_properties_aspect,
-            ).as_workunit()
+
+        view_properties_aspect = ViewPropertiesClass(
+            materialized=False, viewLanguage="SQL", viewLogic=view_definition
+        )
+        yield MetadataChangeProposalWrapper(
+            entityUrn=dataset_urn,
+            aspect=view_properties_aspect,
+        ).as_workunit()
 
         if self.config.domain and self.domain_registry:
             yield from get_domain_wu(

From 46aa962bad67e0523b2707e1d535f6bf53c227f0 Mon Sep 17 00:00:00 2001
From: hwmarkcheng <94201005+hwmarkcheng@users.noreply.github.com>
Date: Fri, 6 Dec 2024 16:48:00 -0500
Subject: [PATCH 09/54] feat(ingest/superset): initial support for superset
 datasets (#11972)

---
 .../src/datahub/ingestion/source/preset.py    |   1 +
 .../src/datahub/ingestion/source/superset.py  | 280 ++++++++---
 .../superset/golden_test_ingest.json          |   2 +
 .../superset/golden_test_stateful_ingest.json | 476 ++++++++++++++++--
 .../integration/superset/test_superset.py     | 343 ++++++++++++-
 .../tests/unit/test_preset_source.py          |  20 +
 6 files changed, 1020 insertions(+), 102 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/preset.py b/metadata-ingestion/src/datahub/ingestion/source/preset.py
index 6f53223e000f1b..7b0bc89648c529 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/preset.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/preset.py
@@ -85,6 +85,7 @@ def __init__(self, ctx: PipelineContext, config: PresetConfig):
         super().__init__(ctx, config)
         self.config = config
         self.report = StaleEntityRemovalSourceReport()
+        self.platform = "preset"
 
     def login(self):
         try:
diff --git a/metadata-ingestion/src/datahub/ingestion/source/superset.py b/metadata-ingestion/src/datahub/ingestion/source/superset.py
index 5ce33da5c55fac..1da233bf0b22ab 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/superset.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/superset.py
@@ -1,10 +1,12 @@
 import json
 import logging
+from datetime import datetime
 from functools import lru_cache
-from typing import Dict, Iterable, List, Optional
+from typing import Any, Dict, Iterable, List, Optional
 
 import dateutil.parser as dp
 import requests
+from pydantic import BaseModel
 from pydantic.class_validators import root_validator, validator
 from pydantic.fields import Field
 
@@ -16,7 +18,9 @@
 from datahub.emitter.mce_builder import (
     make_chart_urn,
     make_dashboard_urn,
+    make_data_platform_urn,
     make_dataset_urn,
+    make_dataset_urn_with_platform_instance,
     make_domain_urn,
 )
 from datahub.emitter.mcp_builder import add_domain_to_entity_wu
@@ -31,6 +35,7 @@
 )
 from datahub.ingestion.api.source import MetadataWorkUnitProcessor, Source
 from datahub.ingestion.api.workunit import MetadataWorkUnit
+from datahub.ingestion.source.sql.sql_types import resolve_sql_type
 from datahub.ingestion.source.sql.sqlalchemy_uri_mapper import (
     get_platform_from_sqlalchemy_uri,
 )
@@ -47,16 +52,26 @@
     AuditStamp,
     ChangeAuditStamps,
     Status,
+    TimeStamp,
 )
 from datahub.metadata.com.linkedin.pegasus2avro.metadata.snapshot import (
     ChartSnapshot,
     DashboardSnapshot,
+    DatasetSnapshot,
 )
 from datahub.metadata.com.linkedin.pegasus2avro.mxe import MetadataChangeEvent
+from datahub.metadata.com.linkedin.pegasus2avro.schema import (
+    MySqlDDL,
+    NullType,
+    SchemaField,
+    SchemaFieldDataType,
+    SchemaMetadata,
+)
 from datahub.metadata.schema_classes import (
     ChartInfoClass,
     ChartTypeClass,
     DashboardInfoClass,
+    DatasetPropertiesClass,
 )
 from datahub.utilities import config_clean
 from datahub.utilities.registries.domain_registry import DomainRegistry
@@ -82,9 +97,29 @@
     "box_plot": ChartTypeClass.BAR,
 }
 
+
 platform_without_databases = ["druid"]
 
 
+class SupersetDataset(BaseModel):
+    id: int
+    table_name: str
+    changed_on_utc: Optional[str] = None
+    explore_url: Optional[str] = ""
+
+    @property
+    def modified_dt(self) -> Optional[datetime]:
+        if self.changed_on_utc:
+            return dp.parse(self.changed_on_utc)
+        return None
+
+    @property
+    def modified_ts(self) -> Optional[int]:
+        if self.modified_dt:
+            return int(self.modified_dt.timestamp() * 1000)
+        return None
+
+
 class SupersetConfig(
     StatefulIngestionConfigBase, EnvConfigMixin, PlatformInstanceConfigMixin
 ):
@@ -103,15 +138,17 @@ class SupersetConfig(
     )
     username: Optional[str] = Field(default=None, description="Superset username.")
     password: Optional[str] = Field(default=None, description="Superset password.")
-    api_key: Optional[str] = Field(default=None, description="Preset.io API key.")
-    api_secret: Optional[str] = Field(default=None, description="Preset.io API secret.")
-    manager_uri: str = Field(
-        default="https://api.app.preset.io", description="Preset.io API URL"
-    )
     # Configuration for stateful ingestion
     stateful_ingestion: Optional[StatefulStaleMetadataRemovalConfig] = Field(
         default=None, description="Superset Stateful Ingestion Config."
     )
+    ingest_dashboards: bool = Field(
+        default=True, description="Enable to ingest dashboards."
+    )
+    ingest_charts: bool = Field(default=True, description="Enable to ingest charts.")
+    ingest_datasets: bool = Field(
+        default=False, description="Enable to ingest datasets."
+    )
 
     provider: str = Field(default="db", description="Superset provider.")
     options: Dict = Field(default={}, description="")
@@ -123,6 +160,10 @@ class SupersetConfig(
         description="Can be used to change mapping for database names in superset to what you have in datahub",
     )
 
+    class Config:
+        # This is required to allow preset configs to get parsed
+        extra = "allow"
+
     @validator("connect_uri", "display_uri")
     def remove_trailing_slash(cls, v):
         return config_clean.remove_trailing_slashes(v)
@@ -229,6 +270,28 @@ def create(cls, config_dict: dict, ctx: PipelineContext) -> Source:
         config = SupersetConfig.parse_obj(config_dict)
         return cls(ctx, config)
 
+    def paginate_entity_api_results(self, entity_type, page_size=100):
+        current_page = 0
+        total_items = page_size
+
+        while current_page * page_size < total_items:
+            response = self.session.get(
+                f"{self.config.connect_uri}/api/v1/{entity_type}/",
+                params={"q": f"(page:{current_page},page_size:{page_size})"},
+            )
+
+            if response.status_code != 200:
+                logger.warning(f"Failed to get {entity_type} data: {response.text}")
+
+            payload = response.json()
+            # Update total_items with the actual count from the response
+            total_items = payload.get("count", total_items)
+            # Yield each item in the result, this gets passed into the construct functions
+            for item in payload.get("result", []):
+                yield item
+
+            current_page += 1
+
     @lru_cache(maxsize=None)
     def get_platform_from_database_id(self, database_id):
         database_response = self.session.get(
@@ -250,11 +313,18 @@ def get_platform_from_database_id(self, database_id):
         return platform_name
 
     @lru_cache(maxsize=None)
-    def get_datasource_urn_from_id(self, datasource_id):
+    def get_dataset_info(self, dataset_id: int) -> dict:
         dataset_response = self.session.get(
-            f"{self.config.connect_uri}/api/v1/dataset/{datasource_id}"
-        ).json()
-
+            f"{self.config.connect_uri}/api/v1/dataset/{dataset_id}",
+        )
+        if dataset_response.status_code != 200:
+            logger.warning(f"Failed to get dataset info: {dataset_response.text}")
+            dataset_response.raise_for_status()
+        return dataset_response.json()
+
+    def get_datasource_urn_from_id(
+        self, dataset_response: dict, platform_instance: str
+    ) -> str:
         schema_name = dataset_response.get("result", {}).get("schema")
         table_name = dataset_response.get("result", {}).get("table_name")
         database_id = dataset_response.get("result", {}).get("database", {}).get("id")
@@ -283,9 +353,11 @@ def get_datasource_urn_from_id(self, datasource_id):
                 ),
                 env=self.config.env,
             )
-        return None
+        raise ValueError("Could not construct dataset URN")
 
-    def construct_dashboard_from_api_data(self, dashboard_data):
+    def construct_dashboard_from_api_data(
+        self, dashboard_data: dict
+    ) -> DashboardSnapshot:
         dashboard_urn = make_dashboard_urn(
             platform=self.platform,
             name=dashboard_data["id"],
@@ -340,7 +412,7 @@ def construct_dashboard_from_api_data(self, dashboard_data):
         }
 
         if dashboard_data.get("certified_by"):
-            custom_properties["CertifiedBy"] = dashboard_data.get("certified_by")
+            custom_properties["CertifiedBy"] = dashboard_data.get("certified_by", "")
             custom_properties["CertificationDetails"] = str(
                 dashboard_data.get("certification_details")
             )
@@ -358,38 +430,25 @@ def construct_dashboard_from_api_data(self, dashboard_data):
         return dashboard_snapshot
 
     def emit_dashboard_mces(self) -> Iterable[MetadataWorkUnit]:
-        current_dashboard_page = 0
-        # we will set total dashboards to the actual number after we get the response
-        total_dashboards = PAGE_SIZE
-
-        while current_dashboard_page * PAGE_SIZE <= total_dashboards:
-            dashboard_response = self.session.get(
-                f"{self.config.connect_uri}/api/v1/dashboard/",
-                params=f"q=(page:{current_dashboard_page},page_size:{PAGE_SIZE})",
-            )
-            if dashboard_response.status_code != 200:
-                logger.warning(
-                    f"Failed to get dashboard data: {dashboard_response.text}"
-                )
-            dashboard_response.raise_for_status()
-
-            payload = dashboard_response.json()
-            total_dashboards = payload.get("count") or 0
-
-            current_dashboard_page += 1
-
-            for dashboard_data in payload["result"]:
+        for dashboard_data in self.paginate_entity_api_results("dashboard", PAGE_SIZE):
+            try:
                 dashboard_snapshot = self.construct_dashboard_from_api_data(
                     dashboard_data
                 )
-                mce = MetadataChangeEvent(proposedSnapshot=dashboard_snapshot)
-                yield MetadataWorkUnit(id=dashboard_snapshot.urn, mce=mce)
-                yield from self._get_domain_wu(
-                    title=dashboard_data.get("dashboard_title", ""),
-                    entity_urn=dashboard_snapshot.urn,
+            except Exception as e:
+                self.report.warning(
+                    f"Failed to construct dashboard snapshot. Dashboard name: {dashboard_data.get('dashboard_title')}. Error: \n{e}"
                 )
+                continue
+            # Emit the dashboard
+            mce = MetadataChangeEvent(proposedSnapshot=dashboard_snapshot)
+            yield MetadataWorkUnit(id=dashboard_snapshot.urn, mce=mce)
+            yield from self._get_domain_wu(
+                title=dashboard_data.get("dashboard_title", ""),
+                entity_urn=dashboard_snapshot.urn,
+            )
 
-    def construct_chart_from_chart_data(self, chart_data):
+    def construct_chart_from_chart_data(self, chart_data: dict) -> ChartSnapshot:
         chart_urn = make_chart_urn(
             platform=self.platform,
             name=chart_data["id"],
@@ -415,9 +474,12 @@ def construct_chart_from_chart_data(self, chart_data):
         chart_url = f"{self.config.display_uri}{chart_data.get('url', '')}"
 
         datasource_id = chart_data.get("datasource_id")
-        datasource_urn = self.get_datasource_urn_from_id(datasource_id)
+        dataset_response = self.get_dataset_info(datasource_id)
+        datasource_urn = self.get_datasource_urn_from_id(
+            dataset_response, self.platform
+        )
 
-        params = json.loads(chart_data.get("params"))
+        params = json.loads(chart_data.get("params", "{}"))
         metrics = [
             get_metric_name(metric)
             for metric in (params.get("metrics", []) or [params.get("metric")])
@@ -467,36 +529,124 @@ def construct_chart_from_chart_data(self, chart_data):
         return chart_snapshot
 
     def emit_chart_mces(self) -> Iterable[MetadataWorkUnit]:
-        current_chart_page = 0
-        # we will set total charts to the actual number after we get the response
-        total_charts = PAGE_SIZE
-
-        while current_chart_page * PAGE_SIZE <= total_charts:
-            chart_response = self.session.get(
-                f"{self.config.connect_uri}/api/v1/chart/",
-                params=f"q=(page:{current_chart_page},page_size:{PAGE_SIZE})",
+        for chart_data in self.paginate_entity_api_results("chart", PAGE_SIZE):
+            try:
+                chart_snapshot = self.construct_chart_from_chart_data(chart_data)
+
+                mce = MetadataChangeEvent(proposedSnapshot=chart_snapshot)
+            except Exception as e:
+                self.report.warning(
+                    f"Failed to construct chart snapshot. Chart name: {chart_data.get('table_name')}. Error: \n{e}"
+                )
+                continue
+            # Emit the chart
+            yield MetadataWorkUnit(id=chart_snapshot.urn, mce=mce)
+            yield from self._get_domain_wu(
+                title=chart_data.get("slice_name", ""),
+                entity_urn=chart_snapshot.urn,
             )
-            if chart_response.status_code != 200:
-                logger.warning(f"Failed to get chart data: {chart_response.text}")
-            chart_response.raise_for_status()
 
-            current_chart_page += 1
+    def gen_schema_fields(self, column_data: List[Dict[str, str]]) -> List[SchemaField]:
+        schema_fields: List[SchemaField] = []
+        for col in column_data:
+            col_type = (col.get("type") or "").lower()
+            data_type = resolve_sql_type(col_type)
+            if data_type is None:
+                data_type = NullType()
+
+            field = SchemaField(
+                fieldPath=col.get("column_name", ""),
+                type=SchemaFieldDataType(data_type),
+                nativeDataType="",
+                description=col.get("column_name", ""),
+                nullable=True,
+            )
+            schema_fields.append(field)
+        return schema_fields
+
+    def gen_schema_metadata(
+        self,
+        dataset_response: dict,
+    ) -> SchemaMetadata:
+        dataset_response = dataset_response.get("result", {})
+        column_data = dataset_response.get("columns", [])
+        schema_metadata = SchemaMetadata(
+            schemaName=dataset_response.get("table_name", ""),
+            platform=make_data_platform_urn(self.platform),
+            version=0,
+            hash="",
+            platformSchema=MySqlDDL(tableSchema=""),
+            fields=self.gen_schema_fields(column_data),
+        )
+        return schema_metadata
 
-            payload = chart_response.json()
-            total_charts = payload["count"]
-            for chart_data in payload["result"]:
-                chart_snapshot = self.construct_chart_from_chart_data(chart_data)
+    def gen_dataset_urn(self, datahub_dataset_name: str) -> str:
+        return make_dataset_urn_with_platform_instance(
+            platform=self.platform,
+            name=datahub_dataset_name,
+            platform_instance=self.config.platform_instance,
+            env=self.config.env,
+        )
 
-                mce = MetadataChangeEvent(proposedSnapshot=chart_snapshot)
-                yield MetadataWorkUnit(id=chart_snapshot.urn, mce=mce)
-                yield from self._get_domain_wu(
-                    title=chart_data.get("slice_name", ""),
-                    entity_urn=chart_snapshot.urn,
+    def construct_dataset_from_dataset_data(
+        self, dataset_data: dict
+    ) -> DatasetSnapshot:
+        dataset_response = self.get_dataset_info(dataset_data.get("id"))
+        dataset = SupersetDataset(**dataset_response["result"])
+        datasource_urn = self.get_datasource_urn_from_id(
+            dataset_response, self.platform
+        )
+
+        dataset_url = f"{self.config.display_uri}{dataset.explore_url or ''}"
+
+        dataset_info = DatasetPropertiesClass(
+            name=dataset.table_name,
+            description="",
+            lastModified=TimeStamp(time=dataset.modified_ts)
+            if dataset.modified_ts
+            else None,
+            externalUrl=dataset_url,
+        )
+        aspects_items: List[Any] = []
+        aspects_items.extend(
+            [
+                self.gen_schema_metadata(dataset_response),
+                dataset_info,
+            ]
+        )
+
+        dataset_snapshot = DatasetSnapshot(
+            urn=datasource_urn,
+            aspects=aspects_items,
+        )
+        return dataset_snapshot
+
+    def emit_dataset_mces(self) -> Iterable[MetadataWorkUnit]:
+        for dataset_data in self.paginate_entity_api_results("dataset", PAGE_SIZE):
+            try:
+                dataset_snapshot = self.construct_dataset_from_dataset_data(
+                    dataset_data
                 )
+                mce = MetadataChangeEvent(proposedSnapshot=dataset_snapshot)
+            except Exception as e:
+                self.report.warning(
+                    f"Failed to construct dataset snapshot. Dataset name: {dataset_data.get('table_name')}. Error: \n{e}"
+                )
+                continue
+            # Emit the dataset
+            yield MetadataWorkUnit(id=dataset_snapshot.urn, mce=mce)
+            yield from self._get_domain_wu(
+                title=dataset_data.get("table_name", ""),
+                entity_urn=dataset_snapshot.urn,
+            )
 
     def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]:
-        yield from self.emit_dashboard_mces()
-        yield from self.emit_chart_mces()
+        if self.config.ingest_dashboards:
+            yield from self.emit_dashboard_mces()
+        if self.config.ingest_charts:
+            yield from self.emit_chart_mces()
+        if self.config.ingest_datasets:
+            yield from self.emit_dataset_mces()
 
     def get_workunit_processors(self) -> List[Optional[MetadataWorkUnitProcessor]]:
         return [
diff --git a/metadata-ingestion/tests/integration/superset/golden_test_ingest.json b/metadata-ingestion/tests/integration/superset/golden_test_ingest.json
index 767b85a72b975a..4801af9465f2c9 100644
--- a/metadata-ingestion/tests/integration/superset/golden_test_ingest.json
+++ b/metadata-ingestion/tests/integration/superset/golden_test_ingest.json
@@ -26,6 +26,7 @@
                             "urn:li:chart:(superset,11)"
                         ],
                         "datasets": [],
+                        "dashboards": [],
                         "lastModified": {
                             "created": {
                                 "time": 0,
@@ -73,6 +74,7 @@
                             "urn:li:chart:(superset,13)"
                         ],
                         "datasets": [],
+                        "dashboards": [],
                         "lastModified": {
                             "created": {
                                 "time": 0,
diff --git a/metadata-ingestion/tests/integration/superset/golden_test_stateful_ingest.json b/metadata-ingestion/tests/integration/superset/golden_test_stateful_ingest.json
index 0f207990179793..ac6a3b6942a32f 100644
--- a/metadata-ingestion/tests/integration/superset/golden_test_stateful_ingest.json
+++ b/metadata-ingestion/tests/integration/superset/golden_test_stateful_ingest.json
@@ -26,6 +26,7 @@
                             "urn:li:chart:(superset,11)"
                         ],
                         "datasets": [],
+                        "dashboards": [],
                         "lastModified": {
                             "created": {
                                 "time": 0,
@@ -44,7 +45,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1586847600000,
-        "runId": "superset-2020_04_14-07_00_00",
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
         "lastRunId": "no-run-id-provided",
         "pipelineName": "test_pipeline"
     }
@@ -92,7 +93,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1586847600000,
-        "runId": "superset-2020_04_14-07_00_00",
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
         "lastRunId": "no-run-id-provided",
         "pipelineName": "test_pipeline"
     }
@@ -140,7 +141,7 @@
     },
     "systemMetadata": {
         "lastObserved": 1586847600000,
-        "runId": "superset-2020_04_14-07_00_00",
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
         "lastRunId": "no-run-id-provided",
         "pipelineName": "test_pipeline"
     }
@@ -188,47 +189,413 @@
     },
     "systemMetadata": {
         "lastObserved": 1586847600000,
-        "runId": "superset-2020_04_14-07_00_00",
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
         "lastRunId": "no-run-id-provided",
         "pipelineName": "test_pipeline"
     }
 },
 {
     "proposedSnapshot": {
-        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
-            "urn": "urn:li:chart:(superset,13)",
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
             "aspects": [
                 {
-                    "com.linkedin.pegasus2avro.common.Status": {
-                        "removed": false
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
+                            }
+                        },
+                        "fields": []
                     }
                 },
                 {
-                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
-                        "customProperties": {
-                            "Metrics": "",
-                            "Filters": "",
-                            "Dimensions": ""
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
                         },
-                        "title": "test_chart_title_4",
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
+                            }
+                        },
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
                         "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
                         "lastModified": {
-                            "created": {
-                                "time": 0,
-                                "actor": "urn:li:corpuser:unknown"
-                            },
-                            "lastModified": {
-                                "time": 1586847600000,
-                                "actor": "urn:li:corpuser:test_username_2"
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
                             }
                         },
-                        "chartUrl": "mock://mock-domain.superset.com/explore/test_chart_url_13",
-                        "inputs": [
-                            {
-                                "string": "urn:li:dataset:(urn:li:dataPlatform:external,test_database_name.test_schema_name.test_table_name,PROD)"
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
                             }
-                        ],
-                        "type": "HISTOGRAM"
+                        },
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
+                            }
+                        },
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
+                            }
+                        },
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
+                            }
+                        },
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
+                            }
+                        },
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "Test Table 2",
+                        "platform": "urn:li:dataPlatform:superset",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.MySqlDDL": {
+                                "tableSchema": ""
+                            }
+                        },
+                        "fields": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "externalUrl": "mock://mock-domain.superset.com",
+                        "name": "Test Table 2",
+                        "description": "",
+                        "tags": []
                     }
                 }
             ]
@@ -236,7 +603,41 @@
     },
     "systemMetadata": {
         "lastObserved": 1586847600000,
-        "runId": "superset-2020_04_14-07_00_00",
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema2.Test Table 2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema1.Test Table 1,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": true
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
         "lastRunId": "no-run-id-provided",
         "pipelineName": "test_pipeline"
     }
@@ -253,7 +654,24 @@
     },
     "systemMetadata": {
         "lastObserved": 1586847600000,
-        "runId": "superset-2020_04_14-07_00_00",
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_pipeline"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(superset,13)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": true
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "superset-2020_04_14-07_00_00-83v7ts",
         "lastRunId": "no-run-id-provided",
         "pipelineName": "test_pipeline"
     }
diff --git a/metadata-ingestion/tests/integration/superset/test_superset.py b/metadata-ingestion/tests/integration/superset/test_superset.py
index b3b59820161467..e8251e54a1f85a 100644
--- a/metadata-ingestion/tests/integration/superset/test_superset.py
+++ b/metadata-ingestion/tests/integration/superset/test_superset.py
@@ -133,6 +133,222 @@ def register_mock_api(request_mock: Any, override_data: dict = {}) -> None:
                 ],
             },
         },
+        "mock://mock-domain.superset.com/api/v1/dataset/": {
+            "method": "GET",
+            "status_code": 200,
+            "json": {
+                "count": 215,
+                "description_columns": {},
+                "ids": [1, 2, 3],
+                "result": [
+                    {
+                        "changed_by": {
+                            "first_name": "Test",
+                            "id": 1,
+                            "last_name": "User1",
+                            "username": "test_username_1",
+                        },
+                        "changed_by_name": "test_username_1",
+                        "changed_on_delta_humanized": "10 months ago",
+                        "changed_on_utc": "2024-01-05T21:10:15.650819+0000",
+                        "database": {"database_name": "test_database1", "id": 1},
+                        "datasource_type": "table",
+                        "default_endpoint": None,
+                        "description": None,
+                        "explore_url": "/explore/?datasource_type=table&datasource_id=1",
+                        "extra": None,
+                        "id": 1,
+                        "kind": "virtual",
+                        "owners": [
+                            {
+                                "first_name": "Test",
+                                "id": 1,
+                                "last_name": "Owner1",
+                                "username": "test_username_1",
+                            }
+                        ],
+                        "schema": "test_schema1",
+                        "sql": "SELECT * FROM test_table1",
+                        "table_name": "Test Table 1",
+                    },
+                    {
+                        "changed_by": {
+                            "first_name": "Test",
+                            "id": 2,
+                            "last_name": "User2",
+                            "username": "test_username_2",
+                        },
+                        "changed_by_name": "test_username_2",
+                        "changed_on_delta_humanized": "9 months ago",
+                        "changed_on_utc": "2024-02-10T15:30:20.123456+0000",
+                        "database": {"database_name": "test_database2", "id": 2},
+                        "datasource_type": "table",
+                        "default_endpoint": None,
+                        "description": "Sample description for dataset 2",
+                        "explore_url": "/explore/?datasource_type=table&datasource_id=2",
+                        "extra": None,
+                        "id": 2,
+                        "kind": "physical",
+                        "owners": [
+                            {
+                                "first_name": "Test",
+                                "id": 2,
+                                "last_name": "Owner2",
+                                "username": "test_username_2",
+                            }
+                        ],
+                        "schema": "test_schema2",
+                        "sql": "SELECT * FROM test_table2",
+                        "table_name": "Test Table 2",
+                    },
+                ],
+            },
+        },
+        "mock://mock-domain.superset.com/api/v1/dataset/1": {
+            "method": "GET",
+            "status_code": 200,
+            "json": {
+                "id": 1,
+                "result": {
+                    "always_filter_main_dttm": False,
+                    "cache_timeout": None,
+                    "changed_by": {"first_name": "Test", "last_name": "User1"},
+                    "changed_on": "2024-01-05T21:10:15.650819+0000",
+                    "changed_on_humanized": "10 months ago",
+                    "created_by": {"first_name": "Test", "last_name": "User1"},
+                    "created_on": "2024-01-05T21:10:15.650819+0000",
+                    "created_on_humanized": "10 months ago",
+                    "currency_formats": {},
+                    "database": {
+                        "backend": "postgresql",
+                        "database_name": "test_database1",
+                        "id": 1,
+                    },
+                    "datasource_name": "Test Table 1",
+                    "datasource_type": "table",
+                    "default_endpoint": None,
+                    "description": None,
+                    "extra": None,
+                    "fetch_values_predicate": None,
+                    "filter_select_enabled": True,
+                    "granularity_sqla": [
+                        ["created_at", "created_at"],
+                        ["updated_at", "updated_at"],
+                    ],
+                    "id": 1,
+                    "is_managed_externally": False,
+                    "is_sqllab_view": False,
+                    "kind": "virtual",
+                    "main_dttm_col": None,
+                    "metrics": [
+                        {
+                            "changed_on": "2024-01-05T21:10:15.650819+0000",
+                            "created_on": "2024-01-05T21:10:15.650819+0000",
+                            "currency": None,
+                            "d3format": None,
+                            "description": None,
+                            "expression": "count(*)",
+                            "extra": None,
+                            "id": 1,
+                            "metric_name": "count",
+                            "metric_type": None,
+                            "rendered_expression": "count(*)",
+                            "verbose_name": None,
+                            "warning_text": None,
+                        }
+                    ],
+                    "name": "Test Table 1",
+                    "normalize_columns": True,
+                    "offset": 0,
+                    "owners": [{"first_name": "Test", "id": 1, "last_name": "Owner1"}],
+                    "rendered_sql": "SELECT * FROM test_table1",
+                    "schema": "test_schema1",
+                    "select_star": "SELECT * FROM test_schema1.test_table1 LIMIT 100",
+                    "sql": "SELECT * FROM test_table1",
+                    "table_name": "Test Table 1",
+                    "uid": "1__table",
+                    "url": "/tablemodelview/edit/1",
+                    "verbose_map": {
+                        "__timestamp": "Time",
+                        "id": "ID",
+                        "name": "Name",
+                        "created_at": "Created At",
+                        "updated_at": "Updated At",
+                    },
+                },
+            },
+        },
+        "mock://mock-domain.superset.com/api/v1/dataset/2": {
+            "method": "GET",
+            "status_code": 200,
+            "json": {
+                "id": 2,
+                "result": {
+                    "always_filter_main_dttm": False,
+                    "cache_timeout": None,
+                    "changed_by": {"first_name": "Test", "last_name": "User2"},
+                    "changed_on": "2024-02-10T15:30:20.123456+0000",
+                    "changed_on_humanized": "9 months ago",
+                    "created_by": {"first_name": "Test", "last_name": "User2"},
+                    "created_on": "2024-02-10T15:30:20.123456+0000",
+                    "created_on_humanized": "9 months ago",
+                    "currency_formats": {},
+                    "database": {
+                        "backend": "postgresql",
+                        "database_name": "test_database1",
+                        "id": 1,
+                    },
+                    "datasource_name": "Test Table 2",
+                    "datasource_type": "table",
+                    "default_endpoint": None,
+                    "description": "Sample description for dataset 2",
+                    "extra": None,
+                    "fetch_values_predicate": None,
+                    "filter_select_enabled": True,
+                    "granularity_sqla": [["date_column", "date_column"]],
+                    "id": 2,
+                    "is_managed_externally": False,
+                    "is_sqllab_view": True,
+                    "kind": "virtual",
+                    "main_dttm_col": "date_column",
+                    "metrics": [
+                        {
+                            "changed_on": "2024-02-10T15:30:20.123456+0000",
+                            "created_on": "2024-02-10T15:30:20.123456+0000",
+                            "currency": None,
+                            "d3format": None,
+                            "description": None,
+                            "expression": "sum(value)",
+                            "extra": None,
+                            "id": 2,
+                            "metric_name": "total_value",
+                            "metric_type": None,
+                            "rendered_expression": "sum(value)",
+                            "verbose_name": "Total Value",
+                            "warning_text": None,
+                        }
+                    ],
+                    "name": "Test Table 2",
+                    "normalize_columns": True,
+                    "offset": 0,
+                    "owners": [{"first_name": "Test", "id": 2, "last_name": "Owner2"}],
+                    "rendered_sql": "SELECT * FROM test_table2",
+                    "schema": "test_schema2",
+                    "select_star": "SELECT * FROM test_schema2.test_table2 LIMIT 100",
+                    "sql": "SELECT * FROM test_table2",
+                    "table_name": "Test Table 2",
+                    "uid": "2__table",
+                    "url": "/tablemodelview/edit/2",
+                    "verbose_map": {
+                        "__timestamp": "Time",
+                        "id": "ID",
+                        "name": "Name",
+                        "value": "Value",
+                        "date_column": "Date",
+                    },
+                },
+            },
+        },
         "mock://mock-domain.superset.com/api/v1/dataset/20": {
             "method": "GET",
             "status_code": 200,
@@ -147,6 +363,19 @@ def register_mock_api(request_mock: Any, override_data: dict = {}) -> None:
                 },
             },
         },
+        "mock://mock-domain.superset.com/api/v1/database/1": {
+            "method": "GET",
+            "status_code": 200,
+            "json": {
+                "id": 1,
+                "result": {
+                    "configuration_method": "sqlalchemy_form",
+                    "database_name": "test_database1",
+                    "id": 1,
+                    "sqlalchemy_uri": "postgresql://user:password@host:port/test_database1",
+                },
+            },
+        },
         "mock://mock-domain.superset.com/api/v1/database/30": {
             "method": "GET",
             "status_code": 200,
@@ -225,6 +454,8 @@ def test_superset_stateful_ingest(
                 "username": "test_username",
                 "password": "test_password",
                 "provider": "db",
+                # Enable dataset ingestion
+                "ingest_datasets": True,
                 # enable stateful ingestion
                 "stateful_ingestion": {
                     "enabled": True,
@@ -244,7 +475,7 @@ def test_superset_stateful_ingest(
         "pipeline_name": "test_pipeline",
     }
 
-    dashboard_endpoint_override = {
+    asset_override = {
         "mock://mock-domain.superset.com/api/v1/dashboard/": {
             "method": "GET",
             "status_code": 200,
@@ -276,6 +507,92 @@ def test_superset_stateful_ingest(
                 ],
             },
         },
+        "mock://mock-domain.superset.com/api/v1/chart/": {
+            "method": "GET",
+            "status_code": 200,
+            "json": {
+                "count": 3,
+                "result": [
+                    {
+                        "id": "10",
+                        "changed_by": {
+                            "username": "test_username_1",
+                        },
+                        "changed_on_utc": "2020-04-14T07:00:00.000000+0000",
+                        "slice_name": "test_chart_title_1",
+                        "viz_type": "box_plot",
+                        "url": "/explore/test_chart_url_10",
+                        "datasource_id": "20",
+                        "params": '{"metrics": [], "adhoc_filters": []}',
+                    },
+                    {
+                        "id": "11",
+                        "changed_by": {
+                            "username": "test_username_1",
+                        },
+                        "changed_on_utc": "2020-04-14T07:00:00.000000+0000",
+                        "slice_name": "test_chart_title_2",
+                        "viz_type": "pie",
+                        "url": "/explore/test_chart_url_11",
+                        "datasource_id": "20",
+                        "params": '{"metrics": [], "adhoc_filters": []}',
+                    },
+                    {
+                        "id": "12",
+                        "changed_by": {
+                            "username": "test_username_2",
+                        },
+                        "changed_on_utc": "2020-04-14T07:00:00.000000+0000",
+                        "slice_name": "test_chart_title_3",
+                        "viz_type": "treemap",
+                        "url": "/explore/test_chart_url_12",
+                        "datasource_id": "20",
+                        "params": '{"metrics": [], "adhoc_filters": []}',
+                    },
+                ],
+            },
+        },
+        "mock://mock-domain.superset.com/api/v1/dataset/": {
+            "method": "GET",
+            "status_code": 200,
+            "json": {
+                "count": 214,
+                "description_columns": {},
+                "ids": [1, 2],
+                "result": [
+                    {
+                        "changed_by": {
+                            "first_name": "Test",
+                            "id": 2,
+                            "last_name": "User2",
+                            "username": "test_username_2",
+                        },
+                        "changed_by_name": "test_username_2",
+                        "changed_on_delta_humanized": "9 months ago",
+                        "changed_on_utc": "2024-02-10T15:30:20.123456+0000",
+                        "database": {"database_name": "test_database1", "id": 1},
+                        "datasource_type": "table",
+                        "default_endpoint": None,
+                        "description": "Sample description for dataset 2",
+                        "explore_url": "/explore/?datasource_type=table&datasource_id=2",
+                        "extra": None,
+                        "id": 2,
+                        "kind": "physical",
+                        "owners": [
+                            {
+                                "first_name": "Test",
+                                "id": 2,
+                                "last_name": "Owner2",
+                                "username": "test_username_2",
+                            }
+                        ],
+                        "schema": "test_schema2",
+                        "sql": "SELECT * FROM test_table2",
+                        "table_name": "Test Table 2",
+                    },
+                ],
+            },
+        },
     }
 
     with patch(
@@ -292,10 +609,8 @@ def test_superset_stateful_ingest(
         assert checkpoint1
         assert checkpoint1.state
 
-        # Remove one dashboard from the superset config.
-        register_mock_api(
-            request_mock=requests_mock, override_data=dashboard_endpoint_override
-        )
+        # Remove one dashboard, chart, dataset from the superset config.
+        register_mock_api(request_mock=requests_mock, override_data=asset_override)
 
         # Capture MCEs of second run to validate Status(removed=true)
         deleted_mces_path = f"{tmp_path}/superset_deleted_mces.json"
@@ -313,15 +628,27 @@ def test_superset_stateful_ingest(
         # part of the second state
         state1 = checkpoint1.state
         state2 = checkpoint2.state
-        difference_urns = list(
+        dashboard_difference_urns = list(
             state1.get_urns_not_in(type="dashboard", other_checkpoint_state=state2)
         )
+        chart_difference_urns = list(
+            state1.get_urns_not_in(type="chart", other_checkpoint_state=state2)
+        )
+        dataset_difference_urns = list(
+            state1.get_urns_not_in(type="dataset", other_checkpoint_state=state2)
+        )
 
-        assert len(difference_urns) == 1
+        assert len(dashboard_difference_urns) == 1
+        assert len(chart_difference_urns) == 1
+        assert len(dataset_difference_urns) == 1
 
         urn1 = "urn:li:dashboard:(superset,2)"
+        urn2 = "urn:li:chart:(superset,13)"
+        urn3 = "urn:li:dataset:(urn:li:dataPlatform:postgres,test_database1.test_schema1.Test Table 1,PROD)"
 
-        assert urn1 in difference_urns
+        assert urn1 in dashboard_difference_urns
+        assert urn2 in chart_difference_urns
+        assert urn3 in dataset_difference_urns
 
         # Validate that all providers have committed successfully.
         validate_all_providers_have_committed_successfully(
diff --git a/metadata-ingestion/tests/unit/test_preset_source.py b/metadata-ingestion/tests/unit/test_preset_source.py
index d97db651f4c795..dc81f4c8284d50 100644
--- a/metadata-ingestion/tests/unit/test_preset_source.py
+++ b/metadata-ingestion/tests/unit/test_preset_source.py
@@ -20,3 +20,23 @@ def test_set_display_uri():
     assert config.connect_uri == ""
     assert config.manager_uri == "https://api.app.preset.io"
     assert config.display_uri == display_uri
+
+
+def test_preset_config_parsing():
+    preset_config = {
+        "connect_uri": "https://preset.io",
+        "api_key": "dummy_api_key",
+        "api_secret": "dummy_api_secret",
+        "manager_uri": "https://api.app.preset.io",
+    }
+
+    # Tests if SupersetConfig fields are parsed extra fields correctly
+    config = PresetConfig.parse_obj(preset_config)
+
+    # Test Preset-specific fields
+    assert config.api_key == "dummy_api_key"
+    assert config.api_secret == "dummy_api_secret"
+    assert config.manager_uri == "https://api.app.preset.io"
+
+    # Test that regular Superset fields are still parsed
+    assert config.connect_uri == "https://preset.io"

From 1d5ddf0c041784a7a78630c232dd7e25aac6fa26 Mon Sep 17 00:00:00 2001
From: Tamas Nemeth <treff7es@gmail.com>
Date: Sat, 7 Dec 2024 13:40:32 +0100
Subject: [PATCH 10/54] fix(ingest/sagemaker): Adding option to control retry
 for any aws source (#8727)

---
 .../datahub/ingestion/source/aws/aws_common.py    | 14 +++++++++++++-
 .../src/datahub/ingestion/source/aws/sagemaker.py |  8 ++++++++
 .../source/aws/sagemaker_processors/common.py     |  6 ++++++
 .../source/aws/sagemaker_processors/jobs.py       | 13 ++++++++++++-
 .../source/aws/sagemaker_processors/lineage.py    | 15 +++++++++++----
 5 files changed, 50 insertions(+), 6 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/aws/aws_common.py b/metadata-ingestion/src/datahub/ingestion/source/aws/aws_common.py
index ce45a5c9b95dcc..161aed5bb59881 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/aws/aws_common.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/aws/aws_common.py
@@ -1,5 +1,5 @@
 from datetime import datetime, timedelta, timezone
-from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Literal, Optional, Union
 
 import boto3
 from boto3.session import Session
@@ -107,6 +107,14 @@ class AwsConnectionConfig(ConfigModel):
         default=None,
         description="A set of proxy configs to use with AWS. See the [botocore.config](https://botocore.amazonaws.com/v1/documentation/api/latest/reference/config.html) docs for details.",
     )
+    aws_retry_num: int = Field(
+        default=5,
+        description="Number of times to retry failed AWS requests. See the [botocore.retry](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/retries.html) docs for details.",
+    )
+    aws_retry_mode: Literal["legacy", "standard", "adaptive"] = Field(
+        default="standard",
+        description="Retry mode to use for failed AWS requests. See the [botocore.retry](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/retries.html) docs for details.",
+    )
 
     read_timeout: float = Field(
         default=DEFAULT_TIMEOUT,
@@ -199,6 +207,10 @@ def _aws_config(self) -> Config:
         return Config(
             proxies=self.aws_proxy,
             read_timeout=self.read_timeout,
+            retries={
+                "max_attempts": self.aws_retry_num,
+                "mode": self.aws_retry_mode,
+            },
             **self.aws_advanced_config,
         )
 
diff --git a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker.py b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker.py
index b63fa57f069b5b..55b8f4d889072d 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker.py
@@ -1,3 +1,4 @@
+import logging
 from collections import defaultdict
 from typing import TYPE_CHECKING, DefaultDict, Dict, Iterable, List, Optional
 
@@ -36,6 +37,8 @@
 if TYPE_CHECKING:
     from mypy_boto3_sagemaker import SageMakerClient
 
+logger = logging.getLogger(__name__)
+
 
 @platform_name("SageMaker")
 @config_class(SagemakerSourceConfig)
@@ -75,6 +78,7 @@ def get_workunit_processors(self) -> List[Optional[MetadataWorkUnitProcessor]]:
         ]
 
     def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]:
+        logger.info("Starting SageMaker ingestion...")
         # get common lineage graph
         lineage_processor = LineageProcessor(
             sagemaker_client=self.sagemaker_client, env=self.env, report=self.report
@@ -83,6 +87,7 @@ def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]:
 
         # extract feature groups if specified
         if self.source_config.extract_feature_groups:
+            logger.info("Extracting feature groups...")
             feature_group_processor = FeatureGroupProcessor(
                 sagemaker_client=self.sagemaker_client, env=self.env, report=self.report
             )
@@ -95,6 +100,7 @@ def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]:
 
         # extract jobs if specified
         if self.source_config.extract_jobs is not False:
+            logger.info("Extracting jobs...")
             job_processor = JobProcessor(
                 sagemaker_client=self.client_factory.get_client,
                 env=self.env,
@@ -109,6 +115,8 @@ def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]:
 
         # extract models if specified
         if self.source_config.extract_models:
+            logger.info("Extracting models...")
+
             model_processor = ModelProcessor(
                 sagemaker_client=self.sagemaker_client,
                 env=self.env,
diff --git a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/common.py b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/common.py
index 45dadab7c24dff..73d8d33dd11be7 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/common.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/common.py
@@ -40,8 +40,11 @@ class SagemakerSourceReport(StaleEntityRemovalSourceReport):
     groups_scanned = 0
     models_scanned = 0
     jobs_scanned = 0
+    jobs_processed = 0
     datasets_scanned = 0
     filtered: List[str] = field(default_factory=list)
+    model_endpoint_lineage = 0
+    model_group_lineage = 0
 
     def report_feature_group_scanned(self) -> None:
         self.feature_groups_scanned += 1
@@ -58,6 +61,9 @@ def report_group_scanned(self) -> None:
     def report_model_scanned(self) -> None:
         self.models_scanned += 1
 
+    def report_job_processed(self) -> None:
+        self.jobs_processed += 1
+
     def report_job_scanned(self) -> None:
         self.jobs_scanned += 1
 
diff --git a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/jobs.py b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/jobs.py
index 73a83295ec8cba..be0a99c6d32346 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/jobs.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/jobs.py
@@ -1,3 +1,4 @@
+import logging
 from collections import defaultdict
 from dataclasses import dataclass, field
 from enum import Enum
@@ -49,6 +50,8 @@
 if TYPE_CHECKING:
     from mypy_boto3_sagemaker import SageMakerClient
 
+logger = logging.getLogger(__name__)
+
 JobInfo = TypeVar(
     "JobInfo",
     AutoMlJobInfo,
@@ -274,15 +277,18 @@ def get_job_details(self, job_name: str, job_type: JobType) -> Dict[str, Any]:
         )
 
     def get_workunits(self) -> Iterable[MetadataWorkUnit]:
+        logger.info("Getting all SageMaker jobs")
         jobs = self.get_all_jobs()
 
         processed_jobs: Dict[str, SageMakerJob] = {}
 
+        logger.info("Processing SageMaker jobs")
         # first pass: process jobs and collect datasets used
+        logger.info("first pass: process jobs and collect datasets used")
         for job in jobs:
             job_type = job_type_to_info[job["type"]]
             job_name = job[job_type.list_name_key]
-
+            logger.debug(f"Processing job {job_name} with type {job_type}")
             job_details = self.get_job_details(job_name, job["type"])
 
             processed_job = getattr(self, job_type.processor)(job_details)
@@ -293,6 +299,9 @@ def get_workunits(self) -> Iterable[MetadataWorkUnit]:
         # second pass:
         #   - move output jobs to inputs
         #   - aggregate i/o datasets
+        logger.info(
+            "second pass: move output jobs to inputs and aggregate i/o datasets"
+        )
         for job_urn in sorted(processed_jobs):
             processed_job = processed_jobs[job_urn]
 
@@ -301,6 +310,7 @@ def get_workunits(self) -> Iterable[MetadataWorkUnit]:
 
             all_datasets.update(processed_job.input_datasets)
             all_datasets.update(processed_job.output_datasets)
+            self.report.report_job_processed()
 
         # yield datasets
         for dataset_urn, dataset in all_datasets.items():
@@ -322,6 +332,7 @@ def get_workunits(self) -> Iterable[MetadataWorkUnit]:
             self.report.report_dataset_scanned()
 
         # third pass: construct and yield MCEs
+        logger.info("third pass: construct and yield MCEs")
         for job_urn in sorted(processed_jobs):
             processed_job = processed_jobs[job_urn]
             job_snapshot = processed_job.job_snapshot
diff --git a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/lineage.py b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/lineage.py
index b677dccad24ac4..24e5497269c738 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/lineage.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/lineage.py
@@ -1,3 +1,4 @@
+import logging
 from collections import defaultdict
 from dataclasses import dataclass, field
 from typing import TYPE_CHECKING, Any, DefaultDict, Dict, List, Set
@@ -6,6 +7,8 @@
     SagemakerSourceReport,
 )
 
+logger = logging.getLogger(__name__)
+
 if TYPE_CHECKING:
     from mypy_boto3_sagemaker import SageMakerClient
     from mypy_boto3_sagemaker.type_defs import (
@@ -88,7 +91,6 @@ def get_all_contexts(self) -> List["ContextSummaryTypeDef"]:
         paginator = self.sagemaker_client.get_paginator("list_contexts")
         for page in paginator.paginate():
             contexts += page["ContextSummaries"]
-
         return contexts
 
     def get_incoming_edges(self, node_arn: str) -> List["AssociationSummaryTypeDef"]:
@@ -225,27 +227,32 @@ def get_lineage(self) -> LineageInfo:
         """
         Get the lineage of all artifacts in SageMaker.
         """
-
+        logger.info("Getting lineage for SageMaker artifacts...")
+        logger.info("Getting all actions")
         for action in self.get_all_actions():
             self.nodes[action["ActionArn"]] = {**action, "node_type": "action"}
+        logger.info("Getting all artifacts")
         for artifact in self.get_all_artifacts():
             self.nodes[artifact["ArtifactArn"]] = {**artifact, "node_type": "artifact"}
+        logger.info("Getting all contexts")
         for context in self.get_all_contexts():
             self.nodes[context["ContextArn"]] = {**context, "node_type": "context"}
 
+        logger.info("Getting lineage for model deployments and model groups")
         for node_arn, node in self.nodes.items():
+            logger.debug(f"Getting lineage for node {node_arn}")
             # get model-endpoint lineage
             if (
                 node["node_type"] == "action"
                 and node.get("ActionType") == "ModelDeployment"
             ):
                 self.get_model_deployment_lineage(node_arn)
-
+                self.report.model_endpoint_lineage += 1
             # get model-group lineage
             if (
                 node["node_type"] == "context"
                 and node.get("ContextType") == "ModelGroup"
             ):
                 self.get_model_group_lineage(node_arn, node)
-
+                self.report.model_group_lineage += 1
         return self.lineage_info

From 70bec480888e71ed4bbfbc62cc56fab4cc46abe8 Mon Sep 17 00:00:00 2001
From: Tamas Nemeth <treff7es@gmail.com>
Date: Sat, 7 Dec 2024 13:45:14 +0100
Subject: [PATCH 11/54] fix(ingest/gc): Additional dataprocess cleanup fixes
 (#12049)

---
 .../source/gc/dataprocess_cleanup.py          | 31 +++++++-----
 metadata-ingestion/tests/unit/test_gc.py      | 48 +++++++++++++++++++
 2 files changed, 68 insertions(+), 11 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/gc/dataprocess_cleanup.py b/metadata-ingestion/src/datahub/ingestion/source/gc/dataprocess_cleanup.py
index 3e51b7da9e8be1..8aacf13cdb00fb 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/gc/dataprocess_cleanup.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/gc/dataprocess_cleanup.py
@@ -207,6 +207,9 @@ def fetch_dpis(self, job_urn: str, batch_size: int) -> List[dict]:
         assert self.ctx.graph
         dpis = []
         start = 0
+        # This graphql endpoint doesn't support scrolling and therefore after 10k DPIs it causes performance issues on ES
+        # Therefore, we are limiting the max DPIs to 9000
+        max_item = 9000
         while True:
             try:
                 job_query_result = self.ctx.graph.execute_graphql(
@@ -226,10 +229,12 @@ def fetch_dpis(self, job_urn: str, batch_size: int) -> List[dict]:
                 runs = runs_data.get("runs")
                 dpis.extend(runs)
                 start += batch_size
-                if len(runs) < batch_size:
+                if len(runs) < batch_size or start >= max_item:
                     break
             except Exception as e:
-                logger.error(f"Exception while fetching DPIs for job {job_urn}: {e}")
+                self.report.failure(
+                    f"Exception while fetching DPIs for job {job_urn}:", exc=e
+                )
                 break
         return dpis
 
@@ -254,8 +259,9 @@ def keep_last_n_dpi(
                     deleted_count_last_n += 1
                     futures[future]["deleted"] = True
                 except Exception as e:
-                    logger.error(f"Exception while deleting DPI: {e}")
-
+                    self.report.report_failure(
+                        f"Exception while deleting DPI: {e}", exc=e
+                    )
             if deleted_count_last_n % self.config.batch_size == 0:
                 logger.info(f"Deleted {deleted_count_last_n} DPIs from {job.urn}")
                 if self.config.delay:
@@ -289,7 +295,7 @@ def delete_dpi_from_datajobs(self, job: DataJobEntity) -> None:
         dpis = self.fetch_dpis(job.urn, self.config.batch_size)
         dpis.sort(
             key=lambda x: x["created"]["time"]
-            if "created" in x and "time" in x["created"]
+            if x.get("created") and x["created"].get("time")
             else 0,
             reverse=True,
         )
@@ -325,8 +331,8 @@ def remove_old_dpis(
                 continue
 
             if (
-                "created" not in dpi
-                or "time" not in dpi["created"]
+                not dpi.get("created")
+                or not dpi["created"].get("time")
                 or dpi["created"]["time"] < retention_time * 1000
             ):
                 future = executor.submit(
@@ -340,7 +346,7 @@ def remove_old_dpis(
                 deleted_count_retention += 1
                 futures[future]["deleted"] = True
             except Exception as e:
-                logger.error(f"Exception while deleting DPI: {e}")
+                self.report.report_failure(f"Exception while deleting DPI: {e}", exc=e)
 
             if deleted_count_retention % self.config.batch_size == 0:
                 logger.info(
@@ -351,9 +357,12 @@ def remove_old_dpis(
                     logger.info(f"Sleeping for {self.config.delay} seconds")
                     time.sleep(self.config.delay)
 
-        logger.info(
-            f"Deleted {deleted_count_retention} DPIs from {job.urn} due to retention"
-        )
+        if deleted_count_retention > 0:
+            logger.info(
+                f"Deleted {deleted_count_retention} DPIs from {job.urn} due to retention"
+            )
+        else:
+            logger.debug(f"No DPIs to delete from {job.urn} due to retention")
 
     def get_data_flows(self) -> Iterable[DataFlowEntity]:
         assert self.ctx.graph
diff --git a/metadata-ingestion/tests/unit/test_gc.py b/metadata-ingestion/tests/unit/test_gc.py
index 5429c85dd608dc..8f00d5e064db85 100644
--- a/metadata-ingestion/tests/unit/test_gc.py
+++ b/metadata-ingestion/tests/unit/test_gc.py
@@ -84,6 +84,54 @@ def test_delete_dpi_from_datajobs_without_dpi_created_time(self, mock_fetch_dpis
         self.cleanup.delete_dpi_from_datajobs(job)
         self.assertEqual(10, self.report.num_aspects_removed)
 
+    @patch(
+        "datahub.ingestion.source.gc.dataprocess_cleanup.DataProcessCleanup.fetch_dpis"
+    )
+    def test_delete_dpi_from_datajobs_without_dpi_null_created_time(
+        self, mock_fetch_dpis
+    ):
+        job = DataJobEntity(
+            urn="urn:li:dataJob:1",
+            flow_urn="urn:li:dataFlow:1",
+            lastIngested=int(datetime.now(timezone.utc).timestamp()),
+            jobId="job1",
+            dataPlatformInstance="urn:li:dataPlatformInstance:1",
+            total_runs=10,
+        )
+        mock_fetch_dpis.return_value = [
+            {"urn": f"urn:li:dataprocessInstance:{i}"} for i in range(10)
+        ] + [
+            {
+                "urn": "urn:li:dataprocessInstance:11",
+                "created": {"time": None},
+            }
+        ]
+        self.cleanup.delete_dpi_from_datajobs(job)
+        self.assertEqual(11, self.report.num_aspects_removed)
+
+    @patch(
+        "datahub.ingestion.source.gc.dataprocess_cleanup.DataProcessCleanup.fetch_dpis"
+    )
+    def test_delete_dpi_from_datajobs_without_dpi_without_time(self, mock_fetch_dpis):
+        job = DataJobEntity(
+            urn="urn:li:dataJob:1",
+            flow_urn="urn:li:dataFlow:1",
+            lastIngested=int(datetime.now(timezone.utc).timestamp()),
+            jobId="job1",
+            dataPlatformInstance="urn:li:dataPlatformInstance:1",
+            total_runs=10,
+        )
+        mock_fetch_dpis.return_value = [
+            {"urn": f"urn:li:dataprocessInstance:{i}"} for i in range(10)
+        ] + [
+            {
+                "urn": "urn:li:dataprocessInstance:11",
+                "created": None,
+            }
+        ]
+        self.cleanup.delete_dpi_from_datajobs(job)
+        self.assertEqual(11, self.report.num_aspects_removed)
+
     def test_fetch_dpis(self):
         assert self.cleanup.ctx.graph
         self.cleanup.ctx.graph = MagicMock()

From 0e7ebaf0b2d08a2b21ed4351b60585a1f98065af Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Sergio=20G=C3=B3mez=20Villamor?= <sgomezvillamor@gmail.com>
Date: Mon, 9 Dec 2024 08:29:42 +0100
Subject: [PATCH 12/54] feat(tableau): adds more reporting metrics to better
 understand lineage construction in tableau ingestion (#12008)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>
---
 .../ingestion/source/tableau/tableau.py       | 53 +++++++++++++------
 1 file changed, 38 insertions(+), 15 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
index 197e73dca7141b..1dc32548e2eec4 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
@@ -596,7 +596,15 @@ class TableauSourceReport(StaleEntityRemovalSourceReport):
     num_datasource_field_skipped_no_name: int = 0
     num_csql_field_skipped_no_name: int = 0
     num_table_field_skipped_no_name: int = 0
+    # lineage
+    num_tables_with_upstream_lineage: int = 0
+    num_upstream_table_lineage: int = 0
+    num_upstream_fine_grained_lineage: int = 0
     num_upstream_table_skipped_no_name: int = 0
+    num_upstream_table_skipped_no_columns: int = 0
+    num_upstream_table_failed_generate_reference: int = 0
+    num_upstream_table_lineage_failed_parse_sql: int = 0
+    num_upstream_fine_grained_lineage_failed_parse_sql: int = 0
 
 
 @platform_name("Tableau")
@@ -1311,7 +1319,7 @@ def _create_upstream_table_lineage(
         datasource: dict,
         browse_path: Optional[str],
         is_embedded_ds: bool = False,
-    ) -> Tuple:
+    ) -> Tuple[List[Upstream], List[FineGrainedLineage]]:
         upstream_tables: List[Upstream] = []
         fine_grained_lineages: List[FineGrainedLineage] = []
         table_id_to_urn = {}
@@ -1472,6 +1480,7 @@ def get_upstream_tables(
                 c.COLUMNS_CONNECTION
             ].get("totalCount")
             if not is_custom_sql and not num_tbl_cols:
+                self.report.num_upstream_table_skipped_no_columns += 1
                 logger.warning(
                     f"Skipping upstream table with id {table[c.ID]}, no columns: {table}"
                 )
@@ -1488,6 +1497,7 @@ def get_upstream_tables(
                     table, default_schema_map=self.config.default_schema_map
                 )
             except Exception as e:
+                self.report.num_upstream_table_failed_generate_reference += 1
                 self.report.warning(
                     title="Potentially Missing Lineage Issue",
                     message="Failed to generate upstream reference",
@@ -1659,15 +1669,7 @@ def get_upstream_fields_from_custom_sql(
             func_overridden_info=None,  # Here we don't want to override any information from configuration
         )
 
-        if parsed_result is None:
-            logger.info(
-                f"Failed to extract column level lineage from datasource {datasource_urn}"
-            )
-            return []
-        if parsed_result.debug_info.error:
-            logger.info(
-                f"Failed to extract column level lineage from datasource {datasource_urn}: {parsed_result.debug_info.error}"
-            )
+        if parsed_result is None or parsed_result.debug_info.error:
             return []
 
         cll: List[ColumnLineageInfo] = (
@@ -2031,6 +2033,8 @@ def _create_lineage_to_upstream_tables(
                 aspect_name=c.UPSTREAM_LINEAGE,
                 aspect=upstream_lineage,
             )
+            self.report.num_tables_with_upstream_lineage += 1
+            self.report.num_upstream_table_lineage += len(upstream_tables)
 
     @staticmethod
     def _clean_tableau_query_parameters(query: str) -> str:
@@ -2130,7 +2134,7 @@ def parse_custom_sql(
             f"Overridden info upstream_db={upstream_db}, platform_instance={platform_instance}, platform={platform}"
         )
 
-        return create_lineage_sql_parsed_result(
+        parsed_result = create_lineage_sql_parsed_result(
             query=query,
             default_db=upstream_db,
             platform=platform,
@@ -2140,6 +2144,21 @@ def parse_custom_sql(
             schema_aware=not self.config.sql_parsing_disable_schema_awareness,
         )
 
+        assert parsed_result is not None
+
+        if parsed_result.debug_info.table_error:
+            logger.warning(
+                f"Failed to extract table lineage from datasource {datasource_urn}: {parsed_result.debug_info.table_error}"
+            )
+            self.report.num_upstream_table_lineage_failed_parse_sql += 1
+        elif parsed_result.debug_info.column_error:
+            logger.warning(
+                f"Failed to extract column level lineage from datasource {datasource_urn}: {parsed_result.debug_info.column_error}"
+            )
+            self.report.num_upstream_fine_grained_lineage_failed_parse_sql += 1
+
+        return parsed_result
+
     def _enrich_database_tables_with_parsed_schemas(
         self, parsing_result: SqlParsingResult
     ) -> None:
@@ -2174,9 +2193,6 @@ def _create_lineage_from_unsupported_csql(
         )
 
         if parsed_result is None:
-            logger.info(
-                f"Failed to extract table level lineage for datasource {csql_urn}"
-            )
             return
 
         self._enrich_database_tables_with_parsed_schemas(parsed_result)
@@ -2196,12 +2212,14 @@ def _create_lineage_from_unsupported_csql(
             upstreams=upstream_tables,
             fineGrainedLineages=fine_grained_lineages,
         )
-
         yield self.get_metadata_change_proposal(
             csql_urn,
             aspect_name=c.UPSTREAM_LINEAGE,
             aspect=upstream_lineage,
         )
+        self.report.num_tables_with_upstream_lineage += 1
+        self.report.num_upstream_table_lineage += len(upstream_tables)
+        self.report.num_upstream_fine_grained_lineage += len(fine_grained_lineages)
 
     def _get_schema_metadata_for_datasource(
         self, datasource_fields: List[dict]
@@ -2352,6 +2370,11 @@ def emit_datasource(
                     aspect_name=c.UPSTREAM_LINEAGE,
                     aspect=upstream_lineage,
                 )
+                self.report.num_tables_with_upstream_lineage += 1
+                self.report.num_upstream_table_lineage += len(upstream_tables)
+                self.report.num_upstream_fine_grained_lineage += len(
+                    fine_grained_lineages
+                )
 
         # Datasource Fields
         schema_metadata = self._get_schema_metadata_for_datasource(

From 4811de1c1dc32995b4cc72da869c88483fdfbcb5 Mon Sep 17 00:00:00 2001
From: haeniya <yanik.haeni@gmail.com>
Date: Mon, 9 Dec 2024 09:59:11 +0100
Subject: [PATCH 13/54] feat(ingestion/tableau): hidden asset handling (#11559)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Co-authored-by: Yanik Häni <Yanik.Haeni1@swisscom.com>
---
 .../ingestion/source/tableau/tableau.py       |    84 +-
 .../tableau/tableau_cll_mces_golden.json      |   197 +-
 ...bleau_extract_all_project_mces_golden.json |   197 +-
 ...tableau_hidden_asset_tags_mces_golden.json | 44892 ++++++++++++++++
 ...leau_ingest_tags_disabled_mces_golden.json | 32956 ++++++++++++
 .../tableau/tableau_mces_golden.json          |   197 +-
 .../tableau_multiple_sites_mces_golden.json   |   386 +-
 .../tableau_nested_project_mces_golden.json   |   197 +-
 .../tableau_no_hidden_assets_mces_golden.json | 34728 ++++++++++++
 ...leau_permission_ingestion_mces_golden.json |   193 +-
 .../tableau_signout_timeout_mces_golden.json  |   197 +-
 ...tableau_site_name_pattern_mces_golden.json |   193 +-
 ...ableau_sites_as_container_mces_golden.json |   193 +-
 ...au_with_platform_instance_mces_golden.json |   193 +-
 .../tableau/test_tableau_ingest.py            |   113 +-
 15 files changed, 114839 insertions(+), 77 deletions(-)
 create mode 100644 metadata-ingestion/tests/integration/tableau/tableau_hidden_asset_tags_mces_golden.json
 create mode 100644 metadata-ingestion/tests/integration/tableau/tableau_ingest_tags_disabled_mces_golden.json
 create mode 100644 metadata-ingestion/tests/integration/tableau/tableau_no_hidden_assets_mces_golden.json

diff --git a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
index 1dc32548e2eec4..68c38d4d064612 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
@@ -485,6 +485,18 @@ class TableauConfig(
         description="Configuration settings for ingesting Tableau groups and their capabilities as custom properties.",
     )
 
+    ingest_hidden_assets: bool = Field(
+        True,
+        description="When enabled, hidden views and dashboards are ingested into Datahub. "
+        "If a dashboard or view is hidden in Tableau the luid is blank. Default of this config field is True.",
+    )
+
+    tags_for_hidden_assets: List[str] = Field(
+        default=[],
+        description="Tags to be added to hidden dashboards and views. If a dashboard or view is hidden in Tableau the luid is blank. "
+        "This can only be used with ingest_tags enabled as it will overwrite tags entered from the UI.",
+    )
+
     # pre = True because we want to take some decision before pydantic initialize the configuration to default values
     @root_validator(pre=True)
     def projects_backward_compatibility(cls, values: Dict) -> Dict:
@@ -510,6 +522,20 @@ def projects_backward_compatibility(cls, values: Dict) -> Dict:
 
         return values
 
+    @root_validator()
+    def validate_config_values(cls, values: Dict) -> Dict:
+        tags_for_hidden_assets = values.get("tags_for_hidden_assets")
+        ingest_tags = values.get("ingest_tags")
+        if (
+            not ingest_tags
+            and tags_for_hidden_assets
+            and len(tags_for_hidden_assets) > 0
+        ):
+            raise ValueError(
+                "tags_for_hidden_assets is only allowed with ingest_tags enabled. Be aware that this will overwrite tags entered from the UI."
+            )
+        return values
+
 
 class WorkbookKey(ContainerKey):
     workbook_id: str
@@ -605,6 +631,7 @@ class TableauSourceReport(StaleEntityRemovalSourceReport):
     num_upstream_table_failed_generate_reference: int = 0
     num_upstream_table_lineage_failed_parse_sql: int = 0
     num_upstream_fine_grained_lineage_failed_parse_sql: int = 0
+    num_hidden_assets_skipped: int = 0
 
 
 @platform_name("Tableau")
@@ -1051,6 +1078,11 @@ def get_data_platform_instance(self) -> DataPlatformInstanceClass:
             ),
         )
 
+    def _is_hidden_view(self, dashboard_or_view: Dict) -> bool:
+        # LUID is blank if the view is hidden in the workbook.
+        # More info here: https://help.tableau.com/current/api/metadata_api/en-us/reference/view.doc.html
+        return not dashboard_or_view.get(c.LUID)
+
     def get_connection_object_page(
         self,
         query: str,
@@ -2296,12 +2328,11 @@ def emit_datasource(
         )
 
         # Tags
-        if datasource_info:
+        if datasource_info and self.config.ingest_tags:
             tags = self.get_tags(datasource_info)
-            if tags:
-                dataset_snapshot.aspects.append(
-                    builder.make_global_tag_aspect_with_tag_list(tags)
-                )
+            dataset_snapshot.aspects.append(
+                builder.make_global_tag_aspect_with_tag_list(tags)
+            )
 
         # Browse path
         if browse_path and is_embedded_ds and workbook and workbook.get(c.NAME):
@@ -2692,7 +2723,13 @@ def emit_sheets(self) -> Iterable[MetadataWorkUnit]:
             c.SHEETS_CONNECTION,
             sheets_filter,
         ):
-            yield from self.emit_sheets_as_charts(sheet, sheet.get(c.WORKBOOK))
+            if self.config.ingest_hidden_assets or not self._is_hidden_view(sheet):
+                yield from self.emit_sheets_as_charts(sheet, sheet.get(c.WORKBOOK))
+            else:
+                self.report.num_hidden_assets_skipped += 1
+                logger.debug(
+                    f"Skip view {sheet.get(c.ID)} because it's hidden (luid is blank)."
+                )
 
     def emit_sheets_as_charts(
         self, sheet: dict, workbook: Optional[Dict]
@@ -2783,11 +2820,17 @@ def emit_sheets_as_charts(
             chart_snapshot.aspects.append(owner)
 
         #  Tags
-        tags = self.get_tags(sheet)
-        if tags:
+        if self.config.ingest_tags:
+            tags = self.get_tags(sheet)
+            if len(self.config.tags_for_hidden_assets) > 0 and self._is_hidden_view(
+                sheet
+            ):
+                tags.extend(self.config.tags_for_hidden_assets)
+
             chart_snapshot.aspects.append(
                 builder.make_global_tag_aspect_with_tag_list(tags)
             )
+
         yield self.get_metadata_change_event(chart_snapshot)
         if sheet_external_url is not None and self.config.ingest_embed_url is True:
             yield self.new_work_unit(
@@ -2869,7 +2912,7 @@ def emit_workbook_as_container(self, workbook: Dict) -> Iterable[MetadataWorkUni
             else None
         )
 
-        tags = self.get_tags(workbook)
+        tags = self.get_tags(workbook) if self.config.ingest_tags else None
 
         parent_key = None
         project_luid: Optional[str] = self._get_workbook_project_luid(workbook)
@@ -3000,17 +3043,23 @@ def emit_dashboards(self) -> Iterable[MetadataWorkUnit]:
             c.DASHBOARDS_CONNECTION,
             dashboards_filter,
         ):
-            yield from self.emit_dashboard(dashboard, dashboard.get(c.WORKBOOK))
+            if self.config.ingest_hidden_assets or not self._is_hidden_view(dashboard):
+                yield from self.emit_dashboard(dashboard, dashboard.get(c.WORKBOOK))
+            else:
+                self.report.num_hidden_assets_skipped += 1
+                logger.debug(
+                    f"Skip dashboard {dashboard.get(c.ID)} because it's hidden (luid is blank)."
+                )
 
-    def get_tags(self, obj: dict) -> Optional[List[str]]:
+    def get_tags(self, obj: dict) -> List[str]:
         tag_list = obj.get(c.TAGS, [])
-        if tag_list and self.config.ingest_tags:
+        if tag_list:
             tag_list_str = [
                 t[c.NAME] for t in tag_list if t is not None and t.get(c.NAME)
             ]
 
             return tag_list_str
-        return None
+        return []
 
     def emit_dashboard(
         self, dashboard: dict, workbook: Optional[Dict]
@@ -3061,8 +3110,13 @@ def emit_dashboard(
         )
         dashboard_snapshot.aspects.append(dashboard_info_class)
 
-        tags = self.get_tags(dashboard)
-        if tags:
+        if self.config.ingest_tags:
+            tags = self.get_tags(dashboard)
+            if len(self.config.tags_for_hidden_assets) > 0 and self._is_hidden_view(
+                dashboard
+            ):
+                tags.extend(self.config.tags_for_hidden_assets)
+
             dashboard_snapshot.aspects.append(
                 builder.make_global_tag_aspect_with_tag_list(tags)
             )
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_cll_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_cll_mces_golden.json
index 855f8728380529..5901f18bd66433 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_cll_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_cll_mces_golden.json
@@ -870,8 +870,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -939,6 +939,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1221,6 +1226,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1789,6 +1799,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2409,6 +2424,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2925,6 +2945,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3077,6 +3102,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3604,6 +3634,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4112,6 +4147,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4588,6 +4628,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5093,6 +5138,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5485,6 +5535,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5851,6 +5906,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6246,6 +6306,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6693,6 +6758,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7111,6 +7181,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7451,6 +7526,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7817,6 +7897,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8079,6 +8164,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8526,6 +8616,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8869,6 +8964,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9238,6 +9338,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9630,6 +9735,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10077,6 +10187,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10227,8 +10342,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10277,6 +10392,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10384,6 +10504,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10489,6 +10614,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10608,6 +10738,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11038,6 +11173,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -12896,7 +13036,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
                     "type": "TRANSFORMED"
                 },
                 {
@@ -12904,7 +13044,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
                     "type": "TRANSFORMED"
                 }
             ],
@@ -12995,6 +13135,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13336,6 +13481,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14251,6 +14401,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15212,6 +15367,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22084,6 +22244,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26204,6 +26369,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31558,6 +31728,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31902,6 +32077,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32671,6 +32851,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_extract_all_project_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_extract_all_project_mces_golden.json
index 3fd5ed1ac9dee6..f5914d5b2e2d1e 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_extract_all_project_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_extract_all_project_mces_golden.json
@@ -1129,8 +1129,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -1198,6 +1198,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1480,6 +1485,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2048,6 +2058,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2668,6 +2683,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3184,6 +3204,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3336,6 +3361,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3863,6 +3893,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4371,6 +4406,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4847,6 +4887,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5352,6 +5397,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5744,6 +5794,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6110,6 +6165,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6505,6 +6565,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6952,6 +7017,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7370,6 +7440,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7710,6 +7785,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8076,6 +8156,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8338,6 +8423,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8785,6 +8875,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9128,6 +9223,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9497,6 +9597,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9889,6 +9994,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10336,6 +10446,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10486,8 +10601,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10536,6 +10651,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10643,6 +10763,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10748,6 +10873,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10867,6 +10997,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11297,6 +11432,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13155,7 +13295,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
                     "type": "TRANSFORMED"
                 },
                 {
@@ -13163,7 +13303,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
                     "type": "TRANSFORMED"
                 }
             ],
@@ -13254,6 +13394,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13595,6 +13740,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14510,6 +14660,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15471,6 +15626,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22343,6 +22503,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26463,6 +26628,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31817,6 +31987,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32161,6 +32336,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32930,6 +33110,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_hidden_asset_tags_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_hidden_asset_tags_mces_golden.json
new file mode 100644
index 00000000000000..78c72f9d2a8710
--- /dev/null
+++ b/metadata-ingestion/tests/integration/tableau/tableau_hidden_asset_tags_mces_golden.json
@@ -0,0 +1,44892 @@
+[
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "project_id": "190a6a5c-63ed-4de1-8045-faeae5df5b01"
+            },
+            "name": "default"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:tableau"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Project"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": []
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "project_id": "c30aafe5-44f4-4f28-80d3-d181010a263c"
+            },
+            "name": "Project 2"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:tableau"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Project"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
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+    "entityUrn": "urn:li:chart:(tableau,38130558-4194-2e2a-3046-c0d887829cb4)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,38130558-4194-2e2a-3046-c0d887829cb4)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity Date)",
+                    "schemaField": {
+                        "fieldPath": "Activity Date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Click-to-Open)",
+                    "schemaField": {
+                        "fieldPath": "Click-to-Open",
+                        "nullable": false,
+                        "description": "formula: ZN([Clickthrough Emails]\r\n/ \r\n[Opened Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)",
+                    "schemaField": {
+                        "fieldPath": "Clickthrough Emails",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Click Email)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Rate)",
+                    "schemaField": {
+                        "fieldPath": "Clickthrough Rate",
+                        "nullable": false,
+                        "description": "formula: [Clickthrough Emails]/[Delivered Email]",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                    "schemaField": {
+                        "fieldPath": "Delivered Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Email Delivered)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivery Rate)",
+                    "schemaField": {
+                        "fieldPath": "Delivery Rate",
+                        "nullable": false,
+                        "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),ID)",
+                    "schemaField": {
+                        "fieldPath": "ID",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id %28Activity - Click Email%29)",
+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Click Email)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id %28Activity - Email Delivered%29)",
+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Email Delivered)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id %28Activity - Open Email%29)",
+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Open Email)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id)",
+                    "schemaField": {
+                        "fieldPath": "Id",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Name)",
+                    "schemaField": {
+                        "fieldPath": "Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Open Rate)",
+                    "schemaField": {
+                        "fieldPath": "Open Rate",
+                        "nullable": false,
+                        "description": "formula: ZN([Opened Email]/[Delivered Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)",
+                    "schemaField": {
+                        "fieldPath": "Opened Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Open Email)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Program Name)",
+                    "schemaField": {
+                        "fieldPath": "Program Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Sent Email)",
+                    "schemaField": {
+                        "fieldPath": "Sent Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,38130558-4194-2e2a-3046-c0d887829cb4)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+                    "urn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,692a2da4-2a82-32c1-f713-63b8e4325d86)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/EmailPerformancebyCampaign/EmailPerformancebyCampaign/Summary",
+                        "title": "Summary",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Email Performance by Campaign"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,692a2da4-2a82-32c1-f713-63b8e4325d86)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,692a2da4-2a82-32c1-f713-63b8e4325d86)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity Date)",
+                    "schemaField": {
+                        "fieldPath": "Activity Date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Click-to-Open)",
+                    "schemaField": {
+                        "fieldPath": "Click-to-Open",
+                        "nullable": false,
+                        "description": "formula: ZN([Clickthrough Emails]\r\n/ \r\n[Opened Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)",
+                    "schemaField": {
+                        "fieldPath": "Clickthrough Emails",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Click Email)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Rate)",
+                    "schemaField": {
+                        "fieldPath": "Clickthrough Rate",
+                        "nullable": false,
+                        "description": "formula: [Clickthrough Emails]/[Delivered Email]",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                    "schemaField": {
+                        "fieldPath": "Delivered Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Email Delivered)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivery Rate)",
+                    "schemaField": {
+                        "fieldPath": "Delivery Rate",
+                        "nullable": false,
+                        "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),ID)",
+                    "schemaField": {
+                        "fieldPath": "ID",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id %28Activity - Click Email%29)",
+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Click Email)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id %28Activity - Email Delivered%29)",
+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Email Delivered)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id %28Activity - Open Email%29)",
+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Open Email)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id)",
+                    "schemaField": {
+                        "fieldPath": "Id",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Measure Names)",
+                    "schemaField": {
+                        "fieldPath": "Measure Names",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Measure Values)",
+                    "schemaField": {
+                        "fieldPath": "Measure Values",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Name)",
+                    "schemaField": {
+                        "fieldPath": "Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Open Rate)",
+                    "schemaField": {
+                        "fieldPath": "Open Rate",
+                        "nullable": false,
+                        "description": "formula: ZN([Opened Email]/[Delivered Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)",
+                    "schemaField": {
+                        "fieldPath": "Opened Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Open Email)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Program Name)",
+                    "schemaField": {
+                        "fieldPath": "Program Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Sent Email)",
+                    "schemaField": {
+                        "fieldPath": "Sent Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,692a2da4-2a82-32c1-f713-63b8e4325d86)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+                    "urn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,f4317efd-c3e6-6ace-8fe6-e71b590bbbcc)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/EmailPerformancebyCampaign/EmailPerformancebyCampaign/Mobile%20-%20Sent%20by%20Campaign",
+                        "title": "Mobile - Sent by Campaign",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Email Performance by Campaign"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f4317efd-c3e6-6ace-8fe6-e71b590bbbcc)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f4317efd-c3e6-6ace-8fe6-e71b590bbbcc)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity Date)",
+                    "schemaField": {
+                        "fieldPath": "Activity Date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Click-to-Open)",
+                    "schemaField": {
+                        "fieldPath": "Click-to-Open",
+                        "nullable": false,
+                        "description": "formula: ZN([Clickthrough Emails]\r\n/ \r\n[Opened Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)",
+                    "schemaField": {
+                        "fieldPath": "Clickthrough Emails",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Click Email)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                    "schemaField": {
+                        "fieldPath": "Delivered Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Email Delivered)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivery Rate)",
+                    "schemaField": {
+                        "fieldPath": "Delivery Rate",
+                        "nullable": false,
+                        "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),ID)",
+                    "schemaField": {
+                        "fieldPath": "ID",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
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+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
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+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Click Email)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                    "schemaField": {
+                        "fieldPath": "Id (Activity - Email Delivered)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                            ]
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+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
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+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
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+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
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+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
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+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
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+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                            ]
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+                        "nullable": false,
+                        "description": "formula: ZN([Opened Email]/[Delivered Email])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
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+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Open Email)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
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+                        "fieldPath": "Program Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
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+                                    "tag": "urn:li:tag:DIMENSION"
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+                        "fieldPath": "Sent Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id])",
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+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
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+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
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+                    }
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+        }
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+                                    "tag": "urn:li:tag:MEASURE"
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+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                        ]
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+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
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+                            }
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+                        "globalTags": {
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+                                    "tag": "urn:li:tag:MEASURE"
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+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
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+                        "fieldPath": "First Name",
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+                            }
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+                            }
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+                        "recursive": false,
+                        "globalTags": {
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+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
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+                            }
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+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
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+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:YEAR"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),rental_id)",
+                    "schemaField": {
+                        "fieldPath": "rental_id",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
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+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
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+},
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,c57a5574-db47-46df-677f-0b708dab14db)",
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+    "aspect": {
+        "json": {
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+                {
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+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
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+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
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+},
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+            "urn": "urn:li:chart:(tableau,e604255e-0573-3951-6db7-05bee48116c1)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Sheet3",
+                        "title": "Sheet 3",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1640375456000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1642199995000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Dvdrental Workbook"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:TagSheet3"
+                            },
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e604255e-0573-3951-6db7-05bee48116c1)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
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+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e604255e-0573-3951-6db7-05bee48116c1)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD),Category)",
+                    "schemaField": {
+                        "fieldPath": "Category",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DATASOURCEFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD),Customer Name)",
+                    "schemaField": {
+                        "fieldPath": "Customer Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DATASOURCEFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD),Segment)",
+                    "schemaField": {
+                        "fieldPath": "Segment",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DATASOURCEFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e604255e-0573-3951-6db7-05bee48116c1)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
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+                {
+                    "id": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+                    "urn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
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+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,20fc5eb7-81eb-aa18-8c39-af501c62d085)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Opened%20Requests",
+                        "title": "Opened Requests",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,20fc5eb7-81eb-aa18-8c39-af501c62d085)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,20fc5eb7-81eb-aa18-8c39-af501c62d085)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total # Request)",
+                    "schemaField": {
+                        "fieldPath": "Total # Request",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total Active Requests)",
+                    "schemaField": {
+                        "fieldPath": "Total Active Requests",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,20fc5eb7-81eb-aa18-8c39-af501c62d085)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Top%2010%20Items%20by%20Requests%20and%20YoY%20Change",
+                        "title": "Top 10 Items by Requests and YoY Change",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Name)",
+                    "schemaField": {
+                        "fieldPath": "Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+            "aspects": [
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+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Opened%20Problems",
+                        "title": "Opened Problems",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total # Problems)",
+                    "schemaField": {
+                        "fieldPath": "Total # Problems",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total Active Problems)",
+                    "schemaField": {
+                        "fieldPath": "Total Active Problems",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Overdue",
+                        "title": "Overdue",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),% of Overdue)",
+                    "schemaField": {
+                        "fieldPath": "% of Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Category %28Incident%29)",
+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
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+            ]
+        }
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,53b8dc2f-8ada-51f7-7422-fe82e9b803cc)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/High%20and%20Critical%20Priority%20Problems",
+                        "title": "High and Critical Priority Problems",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,53b8dc2f-8ada-51f7-7422-fe82e9b803cc)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
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+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,53b8dc2f-8ada-51f7-7422-fe82e9b803cc)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of critical and high priority)",
+                    "schemaField": {
+                        "fieldPath": "% of critical and high priority",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
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+                        },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
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+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
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+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
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+                        "isPartOfKey": false
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
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+                    "schemaField": {
+                        "fieldPath": "Opened",
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+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
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+                        "recursive": false,
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+                        "description": "",
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+                        "globalTags": {
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+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                                    "tag": "urn:li:tag:SUM"
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+        }
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+        "runId": "tableau-test",
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,53b8dc2f-8ada-51f7-7422-fe82e9b803cc)",
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+    "aspectName": "browsePathsV2",
+    "aspect": {
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+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
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+        "runId": "tableau-test",
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+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Total%20Incidents%20by%20Category%20and%20YoY%20Change",
+                        "title": "Total Incidents by Category and YoY Change",
+                        "description": "",
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+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
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+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
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+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,58af9ecf-b839-da50-65e1-2e1fa20e3362)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,58af9ecf-b839-da50-65e1-2e1fa20e3362)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Category %28Incident%29)",
+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,58af9ecf-b839-da50-65e1-2e1fa20e3362)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Known%20Errors",
+                        "title": "Known Errors",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of known error)",
+                    "schemaField": {
+                        "fieldPath": "% of known error",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Known error)",
+                    "schemaField": {
+                        "fieldPath": "Known error",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Problems with Related Incidents)",
+                    "schemaField": {
+                        "fieldPath": "Problems with Related Incidents",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Related Incidents)",
+                    "schemaField": {
+                        "fieldPath": "Related Incidents",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,721c3c41-7a2b-16a8-3281-6f948a44be96)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Overdue%20Requests",
+                        "title": "Overdue Requests",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,721c3c41-7a2b-16a8-3281-6f948a44be96)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,721c3c41-7a2b-16a8-3281-6f948a44be96)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% of Overdue)",
+                    "schemaField": {
+                        "fieldPath": "% of Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,721c3c41-7a2b-16a8-3281-6f948a44be96)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,7ef184c1-5a41-5ec8-723e-ae44c20aa335)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/AVG%20Time%20to%20Solve%20an%20Incident",
+                        "title": "AVG Time to Solve an Incident",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7ef184c1-5a41-5ec8-723e-ae44c20aa335)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7ef184c1-5a41-5ec8-723e-ae44c20aa335)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Category %28Incident%29)",
+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)",
+                    "schemaField": {
+                        "fieldPath": "Time to Close an Incident (seconds)",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident)",
+                    "schemaField": {
+                        "fieldPath": "Time to Close an Incident",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7ef184c1-5a41-5ec8-723e-ae44c20aa335)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Made%20SLA%3F",
+                        "title": "Made SLA?",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% made SLA)",
+                    "schemaField": {
+                        "fieldPath": "% made SLA",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Made SLA)",
+                    "schemaField": {
+                        "fieldPath": "Made SLA",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,8385ea9a-0749-754f-7ad9-824433de2120)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/Tooltip-IncidentBreakdownbyPriority",
+                        "title": "Tooltip - Incident Breakdown by Priority",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
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+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
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+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
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+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
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+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
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+                        "ownerTypes": {},
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+                            "actor": "urn:li:corpuser:unknown"
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+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
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+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,8385ea9a-0749-754f-7ad9-824433de2120)",
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+                    "schemaField": {
+                        "fieldPath": "Active",
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+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
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+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
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+                                    "tag": "urn:li:tag:DIMENSION"
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+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
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+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
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+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
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+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
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+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
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+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                                    "tag": "urn:li:tag:SUM"
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+        "runId": "tableau-test",
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,8385ea9a-0749-754f-7ad9-824433de2120)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
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+        "runId": "tableau-test",
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+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Overdue%20Problems",
+                        "title": "Overdue Problems",
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+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
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+                {
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+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
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+                        "owners": [
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+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
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+                        "ownerTypes": {},
+                        "lastModified": {
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+                            "actor": "urn:li:corpuser:unknown"
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+    "entityType": "chart",
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+    "aspectName": "inputFields",
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+                    "schemaField": {
+                        "fieldPath": "% of Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents that are overdue\r\n\r\nIFNULL((IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND),0)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
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+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
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+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
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+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
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+                        "fieldPath": "Closed",
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+                                "com.linkedin.schema.TimeType": {}
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+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
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+                                "com.linkedin.schema.TimeType": {}
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+                                    "tag": "urn:li:tag:DIMENSION"
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+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
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+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
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+                                    "tag": "urn:li:tag:DIMENSION"
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+                        "fieldPath": "Number",
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+                        "description": "",
+                        "type": {
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+                        "recursive": false,
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+                        "description": "",
+                        "type": {
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+                                "com.linkedin.schema.TimeType": {}
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+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
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+                        "fieldPath": "Priority",
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+                        "type": {
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+                        "globalTags": {
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+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,c14973c2-e1c3-563a-a9c1-8a408396d22a)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Age%20of%20Active%20Problems",
+                        "title": "Age of Active Problems",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)",
+                    "schemaField": {
+                        "fieldPath": "Age of Problems",
+                        "nullable": false,
+                        "description": "formula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Time Span Breakdown)",
+                    "schemaField": {
+                        "fieldPath": "Time Span Breakdown",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Opened%20Incidents",
+                        "title": "Opened Incidents",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Category %28Incident%29)",
+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened Month Tooltip)",
+                    "schemaField": {
+                        "fieldPath": "Opened Month Tooltip",
+                        "nullable": false,
+                        "description": "formula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:SUM"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Total Active Incidents)",
+                    "schemaField": {
+                        "fieldPath": "Total Active Incidents",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:MEASURE"
+                                },
+                                {
+                                    "tag": "urn:li:tag:CALCULATEDFIELD"
+                                },
+                                {
+                                    "tag": "urn:li:tag:ATTRIBUTE"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/#/site/acryl/views/Workbookpublishedds/Sheet1",
+                        "title": "published sheet ds",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1641951867000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1642658093000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Workbook published ds"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:hidden"
+                            },
+                            {
+                                "tag": "urn:li:tag:private"
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),amount)",
+                    "schemaField": {
+                        "fieldPath": "amount",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DATASOURCEFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_first_name)",
+                    "schemaField": {
+                        "fieldPath": "customer_first_name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DATASOURCEFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_last_name)",
+                    "schemaField": {
+                        "fieldPath": "staff_last_name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "globalTags": {
+                            "tags": [
+                                {
+                                    "tag": "urn:li:tag:DATASOURCEFIELD"
+                                }
+                            ]
+                        },
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9",
+                    "urn": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dashboard",
+    "entityUrn": "urn:li:dashboard:(tableau,8f7dd564-36b6-593f-3c6f-687ad06cd40b)",
+    "changeType": "UPSERT",
+    "aspectName": "dashboardUsageStatistics",
+    "aspect": {
+        "json": {
+            "timestampMillis": 1638860400000,
+            "partitionSpec": {
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
+            },
+            "viewsCount": 3
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DashboardSnapshot": {
+            "urn": "urn:li:dashboard:(tableau,8f7dd564-36b6-593f-3c6f-687ad06cd40b)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dashboard.DashboardInfo": {
+                        "customProperties": {
+                            "luid": "fc9ea488-f810-4fa8-ac19-aa96018b5d66"
+                        },
+                        "title": "Email Performance by Campaign",
+                        "description": "",
+                        "charts": [
+                            "urn:li:chart:(tableau,222d1406-de0e-cd8d-0b94-9b45a0007e59)",
+                            "urn:li:chart:(tableau,38130558-4194-2e2a-3046-c0d887829cb4)",
+                            "urn:li:chart:(tableau,692a2da4-2a82-32c1-f713-63b8e4325d86)",
+                            "urn:li:chart:(tableau,f4317efd-c3e6-6ace-8fe6-e71b590bbbcc)"
+                        ],
+                        "datasets": [],
+                        "lastModified": {
+                            "created": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Email Performance by Campaign"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dashboard",
+    "entityUrn": "urn:li:dashboard:(tableau,8f7dd564-36b6-593f-3c6f-687ad06cd40b)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
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+                            "/tableau/default/Executive Dashboard"
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+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Choice_Number)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)"
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+                {
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+                    ],
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+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
+                    ],
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+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Rate)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Clickthrough Emails]/[Delivered Email]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Email Delivered)"
+                    ],
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+                    ],
+                    "transformOperation": "CalculatedFieldformula: COUNTD([Id (Activity - Email Delivered)])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Sent Email)"
+                    ],
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+                    "downstreams": [
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+                    ],
+                    "transformOperation": "CalculatedFieldformula: ZN([Delivered Email]/[Sent Email])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Has_Predictive)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Is Predictive)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Mailing_ID)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Mailing ID %28Activity - Email Delivered%29)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
+                    ],
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Non Clickthrough Email)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Delivered Email]-[Clickthrough Emails]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)"
+                    ],
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+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Open Rate)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: ZN([Opened Email]/[Delivered Email])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Open Email)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)"
+                    ],
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+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
+                    ],
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+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Opened Email]-[Clickthrough Emails]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD),Platform)"
+                    ],
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Platform %28Activity - Click Email%29)"
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+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),id)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Program ID)"
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+                },
+                {
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Sent Email)"
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+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),updatedAt)"
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+                },
+                {
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+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD),User_Agent)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),User Agent %28Activity - Click Email%29)"
+                    ],
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+                },
+                {
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+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),programName)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Workspace Name)"
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+                }
+            ]
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+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
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+},
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+                        "tags": []
+                    }
+                },
+                {
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+                        "paths": [
+                            "/prod/tableau/default/Email Performance by Campaign"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
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+                {
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+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-02-09T00:05:25Z",
+                            "extractLastUpdateTime": "2018-02-09T00:05:25Z"
+                        },
+                        "name": "Marketo",
+                        "tags": []
+                    }
+                },
+                {
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+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
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+                            "actor": "urn:li:corpuser:unknown"
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+                        "platformSchema": {
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+                                "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                                "type": {
+                                    "type": {
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+                                },
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+                                "recursive": false,
+                                "globalTags": {
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+                                "nativeDataType": "STRING",
+                                "recursive": false,
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+                                "globalTags": {
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+                                "globalTags": {
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+                                "recursive": false,
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+                                            "tag": "urn:li:tag:COLUMNFIELD"
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+                            {
+                                "fieldPath": "Campaign ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
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+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                                            "tag": "urn:li:tag:COLUMNFIELD"
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+                            },
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+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
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+                                    }
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+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
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+                                        }
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+                            },
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+                                "fieldPath": "Campaign Run ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
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+                                        }
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+                            },
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+                                "fieldPath": "User Agent (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
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+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
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+                                "nullable": false,
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+                                    }
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+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
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+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
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+                            },
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+                                "fieldPath": "Is Predictive",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
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+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Clickthrough Rate",
+                                "nullable": false,
+                                "description": "formula: [Clickthrough Emails]/[Delivered Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Open Rate",
+                                "nullable": false,
+                                "description": "formula: ZN([Opened Email]/[Delivered Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sent Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivered Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Email Delivered)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Mobile Device",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Platform",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created At",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Clickthrough Emails",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Click Email)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Mobile Device (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Device (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Link ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Click-to-Open",
+                                "nullable": false,
+                                "description": "formula: ZN([Clickthrough Emails]\r\n/ \r\n[Opened Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Open Email)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Link",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Non Clicked Emails",
+                                "nullable": false,
+                                "description": "formula: [Opened Email]-[Clickthrough Emails]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Non Clickthrough Email",
+                                "nullable": false,
+                                "description": "formula: [Delivered Email]-[Clickthrough Emails]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Device",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Program Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Non Opened Email",
+                                "nullable": false,
+                                "description": "formula: [Delivered Email]-[Opened Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User Agent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Bounceback",
+                                "nullable": false,
+                                "description": "formula: [Sent Email] - [Delivered Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+                    "urn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),First Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),Last Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),amount)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),amount)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),customer_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),customer_id)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),payment_date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),payment_date)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),rental_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),rental_id)"
+                    ],
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
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+                                        {
+                                            "tag": "urn:li:tag:YEAR"
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+                                        {
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+                                "nullable": false,
+                                "description": "",
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+                                    }
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+                                "recursive": false,
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+                                        },
+                                        {
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+                                        }
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+                            },
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+                                "nullable": false,
+                                "description": "",
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+                                    }
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+                                            "tag": "urn:li:tag:SUM"
+                                        }
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+                                        },
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+                                        },
+                                        {
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+                                        }
+                                    ]
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Last Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
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+                                        }
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+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
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+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
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+                    }
+                },
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+                        "paths": [
+                            "/prod/tableau/default/Dvdrental Workbook"
+                        ]
+                    }
+                },
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+                                "type": "DATAOWNER"
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+                                "nullable": false,
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+                                "nullable": false,
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+                                "recursive": false,
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+                                "nullable": false,
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+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Dvdrental Workbook"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "name": "Superstore Datasource",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Region (People)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Product ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Product",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sub-Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Row ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Customer ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ship Mode",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "People",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order ID (Returns)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "City",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sales",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Region",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ship Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Orders",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit Ratio",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returns",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manufacturer",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returned",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Regional Manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Postal Code",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit (bin)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
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+                                "fieldPath": "Segment",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Top Customers by Profit",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
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+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Country/Region",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Discount",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
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+                            },
+                            {
+                                "fieldPath": "Order Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
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+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
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+                            },
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+                                "fieldPath": "Product Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
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+                                "recursive": false,
+                                "globalTags": {
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+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
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+                                "fieldPath": "Customer Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
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+                                "recursive": false,
+                                "globalTags": {
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+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
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+                            },
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+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
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+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
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+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
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+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
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+            "container": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+        }
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+                    "urn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_request,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_req_item,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_cat_item,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Made SLA)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% made SLA)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total # Request)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total Active Requests)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T19:35:39Z",
+                            "extractLastUpdateTime": "2018-01-18T19:35:39Z"
+                        },
+                        "name": "Requests",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Closed by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mobile Picture",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% made SLA",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Meta",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total # Request",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Requested for date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ordered item link",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible elsewhere",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring Price Frequency (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Update name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Special instructions",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Execution Plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible on Bundles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No search",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "List Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Customer update",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Price (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order Guide",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Package",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
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+                            },
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+                                "nullable": false,
+                                "description": "",
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+                                },
+                                "nativeDataType": "STRING",
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+                                    ]
+                                },
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+                            },
+                            {
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+                                "description": "",
+                                "type": {
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+                                },
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+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cart",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Replace on upgrade",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Context",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Requested for",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Billable (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mobile Picture Type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Protection policy",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Omit price in cart",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
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+                                "nullable": false,
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+                                "type": {
+                                    "type": {
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+                                "recursive": false,
+                                "globalTags": {
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+                                },
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+                            },
+                            {
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+                                "nullable": false,
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+                                "type": {
+                                    "type": {
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+                                    }
+                                },
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+                                "recursive": false,
+                                "globalTags": {
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+                            {
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+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Request",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolve Time",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Icon",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Display name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
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+                                        }
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+                            },
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
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+                            },
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+                                "type": {
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+                                    }
+                                },
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+                                "recursive": false,
+                                "globalTags": {
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+                            },
+                            {
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+                                "nullable": false,
+                                "description": "",
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
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+                            },
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+                                "nullable": false,
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+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workflow",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Class",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created from item design",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Roles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Hide price (mobile listings)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Availability",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Vendor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Picture",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan script",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Requests",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Start closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Request state",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sys_user_group,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.problem,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of incidents that are overdue\r\n\r\nIFNULL((IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND),0)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of critical and high priority)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Known error)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of known error)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Related Incidents)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Problems with Related Incidents)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Time Span Breakdown)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total # Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total Active Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T20:21:33Z",
+                            "extractLastUpdateTime": "2018-01-18T20:21:33Z"
+                        },
+                        "name": "Problems",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "SLA due (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Default assignee",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workaround",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "u",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time Span Breakdown",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "u_",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Change request",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents that are overdue\r\n\r\nIFNULL((IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND),0)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost center",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Roles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total # Problems",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Exclude manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lucha",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problems with Related Incidents",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Related Incidents",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Source",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of known error",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problem state",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Known error",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group email",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Age of Problems",
+                                "nullable": false,
+                                "description": "formula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of critical and high priority",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Include members",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Problems",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.incident,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.cmdb_ci,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened Month Tooltip)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Total Active Incidents)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T20:13:08Z",
+                            "extractLastUpdateTime": "2018-01-18T20:13:08Z"
+                        },
+                        "name": "Incidents",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Attributes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close code (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        {
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+                                        }
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+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                        }
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                        {
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+                                        }
+                                    ]
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Status",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
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+                                        {
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+                                        }
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Notify (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
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+                                        }
+                                    ]
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                        }
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+                                "isPartOfKey": false
+                            },
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+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                            {
+                                "fieldPath": "Requires verification",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                        }
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Maintenance schedule",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                },
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+                                "recursive": false,
+                                "globalTags": {
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+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
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+                                    }
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+                                "recursive": false,
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+                                "description": "",
+                                "type": {
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+                                },
+                                "nativeDataType": "DATE",
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+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "First discovered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Asset",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Skip sync",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "DNS Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Caller (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Department",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolved by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Managed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Model number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "PO number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business resolve time (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Child Incidents (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "IP Address",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Asset tag",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due in",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manufacturer",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Checked out",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fully qualified domain name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Installed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Purchased",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lease contract",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Vendor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent Incident (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost currency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Subcategory (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Monitor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Serial number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Model ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time to Close an Incident (seconds)",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Owned by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Invoice number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Start date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ordered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order received",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Discovery source",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Incidents",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Class",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Operational status",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolve time (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reopen count (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Most recent discovery",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fault count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Caused by Change (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "MAC Address",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Schedule",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Supported by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Support group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Justification",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Change Request (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Incident state (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Month Tooltip",
+                                "nullable": false,
+                                "description": "formula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problem (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Checked in",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Severity (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost center",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Subcategory (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Can Print",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolved (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time to Close an Incident",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),Custom SQL Query)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),Custom SQL Query)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),amount)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),amount)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_first_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_id)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_last_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),payment_date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),payment_date)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),staff_first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_first_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),staff_last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_last_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Workbook published ds"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "name": "test publish datasource",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "customer_id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Custom SQL Query",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "staff_last_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "staff_first_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
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+                                "type": {
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+                                        }
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+                    }
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+                        "paths": [
+                            "/prod/tableau/default/Workbook published ds"
+                        ]
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+                },
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+                            "extractLastRefreshTime": "2018-02-09T00:05:25Z",
+                            "extractLastUpdateTime": "2018-02-09T00:05:25Z"
+                        },
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+                    }
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+                        "tags": [
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+                        ]
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+                        "name": "test publish datasource",
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+                        ]
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+                                "isPartOfKey": false
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+                                "isPartOfKey": false
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                                    }
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+                                "isPartOfKey": false
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
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+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "nativeDataType": "WDC_DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
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+                                    }
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+                                "nativeDataType": "WDC_DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
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+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                                "fieldPath": "sys_class_name",
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+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                                "fieldPath": "comments",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                                "fieldPath": "company",
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+                                    }
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+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                                "fieldPath": "lease_id",
+                                "nullable": false,
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+                                "type": {
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+                                    }
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+                                "nativeDataType": "WDC_BOOL",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                                "fieldPath": "can_print",
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+                                "isPartOfKey": false
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+                                "type": {
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+                                "isPartOfKey": false
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+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "isPartOfKey": false
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+                                "type": {
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+                                    }
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+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "start_date",
+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                                "fieldPath": "discovery_source",
+                                "nullable": false,
+                                "type": {
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+                                "recursive": false,
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+                                "type": {
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+                                    }
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+                                "recursive": false,
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+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
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+                                "nullable": false,
+                                "type": {
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+                                "isPartOfKey": false
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+                                "fieldPath": "fqdn",
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+                                "type": {
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
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+                                "type": {
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+                                "nativeDataType": "WDC_STRING",
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+                                "isPartOfKey": false
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+                                "fieldPath": "asset_tag",
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+                                "type": {
+                                    "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "manufacturer",
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+                                "type": {
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+                                "isPartOfKey": false
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+                                "type": {
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+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "location",
+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "department",
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+                                "isPartOfKey": false
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+                                "recursive": false,
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+                                "isPartOfKey": false
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+                                "fieldPath": "unverified",
+                                "nullable": false,
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+                                "nullable": false,
+                                "type": {
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+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "maintenance_schedule",
+                                "nullable": false,
+                                "type": {
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+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "install_date",
+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "nativeDataType": "WDC_DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "dns_domain",
+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "sys_created_by",
+                                "nullable": false,
+                                "type": {
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+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
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+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "mac_address",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "change_control",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "WDC_STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "install_status",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
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+                                    }
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+                                "nativeDataType": "WDC_INT",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "due",
+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "nativeDataType": "WDC_DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
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+                            {
+                                "fieldPath": "sys_mod_count",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
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+                                    }
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+                                "nativeDataType": "WDC_INT",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.cmdb_ci,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "default"
+                },
+                {
+                    "id": "Executive Dashboard"
+                },
+                {
+                    "id": "Incidents"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,demo_postgres_instance.dvdrental.public.customer,PROD)",
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+            "name": "GROUPFIELD"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:HIERARCHYFIELD",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "HIERARCHYFIELD"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:MEASURE",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "MEASURE"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:SETFIELD",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "SETFIELD"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:SUM",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "SUM"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:TagSheet3",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "TagSheet3"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:YEAR",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "YEAR"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:hidden",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "hidden"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:private",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "private"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:tag on published datasource",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "tag on published datasource"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_hidden_asset_tags_ingest"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_ingest_tags_disabled_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_ingest_tags_disabled_mces_golden.json
new file mode 100644
index 00000000000000..b0946fd053f756
--- /dev/null
+++ b/metadata-ingestion/tests/integration/tableau/tableau_ingest_tags_disabled_mces_golden.json
@@ -0,0 +1,32956 @@
+[
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "project_id": "190a6a5c-63ed-4de1-8045-faeae5df5b01"
+            },
+            "name": "default"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:tableau"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Project"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": []
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "project_id": "c30aafe5-44f4-4f28-80d3-d181010a263c"
+            },
+            "name": "Project 2"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:tableau"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Project"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:252a054d4dd93cd657735aa46dd71370",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": []
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "project_id": "910733aa-2e95-4ac3-a2e8-71570751099d"
+            },
+            "name": "Samples"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:tableau"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Project"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": []
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "workbook_id": "1f15d897-7f0c-7c59-037a-afa6a9b7c9a9"
+            },
+            "externalUrl": "https://do-not-connect/#/site/acryl/workbooks/15995",
+            "name": "Email Performance by Campaign",
+            "description": "Description for Email Performance by Campaign"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:tableau"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Workbook"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+    "changeType": "UPSERT",
+    "aspectName": "ownership",
+    "aspect": {
+        "json": {
+            "owners": [
+                {
+                    "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                    "type": "DATAOWNER"
+                }
+            ],
+            "ownerTypes": {},
+            "lastModified": {
+                "time": 0,
+                "actor": "urn:li:corpuser:unknown"
+            }
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "workbook_id": "661fabd0-bed6-8610-e066-0694a81a6cea"
+            },
+            "externalUrl": "https://do-not-connect/#/site/acryl/workbooks/15619",
+            "name": "Dvdrental Workbook",
+            "description": ""
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:tableau"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Workbook"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+    "changeType": "UPSERT",
+    "aspectName": "ownership",
+    "aspect": {
+        "json": {
+            "owners": [
+                {
+                    "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                    "type": "DATAOWNER"
+                }
+            ],
+            "ownerTypes": {},
+            "lastModified": {
+                "time": 0,
+                "actor": "urn:li:corpuser:unknown"
+            }
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
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+                        "description": "",
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+                    "schemaField": {
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+                        "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                        "type": {
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+                        "description": "",
+                        "type": {
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+                        "type": {
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+                        "type": {
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+                        "type": {
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+                        "fieldPath": "Sent Email",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id])",
+                        "type": {
+                            "type": {
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+        "runId": "tableau-test",
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+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
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+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/EmailPerformancebyCampaign/EmailPerformancebyCampaign/Summary",
+                        "title": "Summary",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
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+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)"
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+                        "paths": [
+                            "/tableau/default/Email Performance by Campaign"
+                        ]
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+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
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+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
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+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
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+                            "actor": "urn:li:corpuser:unknown"
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+    "aspectName": "inputFields",
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+                        "fieldPath": "Activity Date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
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+                                "com.linkedin.schema.TimeType": {}
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+                    "schemaField": {
+                        "fieldPath": "Click-to-Open",
+                        "nullable": false,
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+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
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+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaField": {
+                        "fieldPath": "Clickthrough Emails",
+                        "nullable": false,
+                        "description": "formula: COUNTD([Id (Activity - Click Email)])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
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+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
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+                    "schemaField": {
+                        "fieldPath": "Clickthrough Rate",
+                        "nullable": false,
+                        "description": "formula: [Clickthrough Emails]/[Delivered Email]",
+                        "type": {
+                            "type": {
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+                        "nativeDataType": "REAL",
+                        "recursive": false,
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+                    "schemaField": {
+                        "fieldPath": "Delivered Email",
+                        "nullable": false,
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+                        "type": {
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+                        "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                        "type": {
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+                        },
+                        "nativeDataType": "REAL",
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+                        "type": {
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+                            }
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+                        "type": {
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+                            }
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+                        "title": "Opened Requests",
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+                        "lastModified": {
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+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
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+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
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+                        "recursive": false,
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+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
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+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total # Request)",
+                    "schemaField": {
+                        "fieldPath": "Total # Request",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total Active Requests)",
+                    "schemaField": {
+                        "fieldPath": "Total Active Requests",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,20fc5eb7-81eb-aa18-8c39-af501c62d085)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Top%2010%20Items%20by%20Requests%20and%20YoY%20Change",
+                        "title": "Top 10 Items by Requests and YoY Change",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Name)",
+                    "schemaField": {
+                        "fieldPath": "Name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b5351c1-535d-4a4a-1339-c51ddd6abf8a)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Opened%20Problems",
+                        "title": "Opened Problems",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total # Problems)",
+                    "schemaField": {
+                        "fieldPath": "Total # Problems",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total Active Problems)",
+                    "schemaField": {
+                        "fieldPath": "Total Active Problems",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,2b73b9dd-4ec7-75ca-f2e9-fa1984ca8b72)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Overdue",
+                        "title": "Overdue",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),% of Overdue)",
+                    "schemaField": {
+                        "fieldPath": "% of Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Category %28Incident%29)",
+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,373c6466-bb0c-b319-8752-632456349261)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,53b8dc2f-8ada-51f7-7422-fe82e9b803cc)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/High%20and%20Critical%20Priority%20Problems",
+                        "title": "High and Critical Priority Problems",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,53b8dc2f-8ada-51f7-7422-fe82e9b803cc)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,53b8dc2f-8ada-51f7-7422-fe82e9b803cc)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of critical and high priority)",
+                    "schemaField": {
+                        "fieldPath": "% of critical and high priority",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
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+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
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+        }
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+        "runId": "tableau-test",
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+    "aspectName": "browsePathsV2",
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+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
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+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,58af9ecf-b839-da50-65e1-2e1fa20e3362)",
+            "aspects": [
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+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Total%20Incidents%20by%20Category%20and%20YoY%20Change",
+                        "title": "Total Incidents by Category and YoY Change",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,58af9ecf-b839-da50-65e1-2e1fa20e3362)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,58af9ecf-b839-da50-65e1-2e1fa20e3362)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Category %28Incident%29)",
+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,58af9ecf-b839-da50-65e1-2e1fa20e3362)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
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+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
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+            "urn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+            "aspects": [
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+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Known%20Errors",
+                        "title": "Known Errors",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
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+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
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+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
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+        "runId": "tableau-test",
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
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+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
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+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of known error)",
+                    "schemaField": {
+                        "fieldPath": "% of known error",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
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+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
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+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
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+                        "fieldPath": "Known error",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
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+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Problems with Related Incidents)",
+                    "schemaField": {
+                        "fieldPath": "Problems with Related Incidents",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Related Incidents)",
+                    "schemaField": {
+                        "fieldPath": "Related Incidents",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,618b3e76-75c1-cb31-0c61-3f4890b72c31)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
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+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,721c3c41-7a2b-16a8-3281-6f948a44be96)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Overdue%20Requests",
+                        "title": "Overdue Requests",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
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+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,721c3c41-7a2b-16a8-3281-6f948a44be96)",
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+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,721c3c41-7a2b-16a8-3281-6f948a44be96)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% of Overdue)",
+                    "schemaField": {
+                        "fieldPath": "% of Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
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+                        "nativeDataType": "INTEGER",
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+                        "isPartOfKey": false
+                    }
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+    "aspectName": "browsePathsV2",
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+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/AVG%20Time%20to%20Solve%20an%20Incident",
+                        "title": "AVG Time to Solve an Incident",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                        ]
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+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
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+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
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+                                "com.linkedin.schema.BooleanType": {}
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+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
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+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)",
+                    "schemaField": {
+                        "fieldPath": "Time to Close an Incident (seconds)",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident)",
+                    "schemaField": {
+                        "fieldPath": "Time to Close an Incident",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7ef184c1-5a41-5ec8-723e-ae44c20aa335)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Made%20SLA%3F",
+                        "title": "Made SLA?",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% made SLA)",
+                    "schemaField": {
+                        "fieldPath": "% made SLA",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "REAL",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Made SLA)",
+                    "schemaField": {
+                        "fieldPath": "Made SLA",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,7fbc77ba-0ab6-3727-0db3-d8402a804da5)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,8385ea9a-0749-754f-7ad9-824433de2120)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/Tooltip-IncidentBreakdownbyPriority",
+                        "title": "Tooltip - Incident Breakdown by Priority",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,8385ea9a-0749-754f-7ad9-824433de2120)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,8385ea9a-0749-754f-7ad9-824433de2120)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
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+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,8385ea9a-0749-754f-7ad9-824433de2120)",
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+                        "type": {
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+                        "type": {
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+                        "inputs": [
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+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,c14973c2-e1c3-563a-a9c1-8a408396d22a)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,c14973c2-e1c3-563a-a9c1-8a408396d22a)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,c14973c2-e1c3-563a-a9c1-8a408396d22a)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Age%20of%20Active%20Problems",
+                        "title": "Age of Active Problems",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)"
+                            },
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)",
+                    "schemaField": {
+                        "fieldPath": "Age of Problems",
+                        "nullable": false,
+                        "description": "formula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Time Span Breakdown)",
+                    "schemaField": {
+                        "fieldPath": "Time Span Breakdown",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,e70a540d-55ed-b9cc-5a3c-01ebe81a1274)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/t/acryl/authoring/ExecutiveDashboard/ExecutiveDashboard/Opened%20Incidents",
+                        "title": "Opened Incidents",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1639768450000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1639768502000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
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+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
+        "json": {
+            "fields": [
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                    "schemaField": {
+                        "fieldPath": "Active",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Category %28Incident%29)",
+                    "schemaField": {
+                        "fieldPath": "Category (Incident)",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                    "schemaField": {
+                        "fieldPath": "Closed",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Current Year Total Cases)",
+                    "schemaField": {
+                        "fieldPath": "Current Year Total Cases",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)",
+                    "schemaField": {
+                        "fieldPath": "Due date",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                    "schemaField": {
+                        "fieldPath": "Max Year?",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.BooleanType": {}
+                            }
+                        },
+                        "nativeDataType": "BOOLEAN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                    "schemaField": {
+                        "fieldPath": "Number",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened Month Tooltip)",
+                    "schemaField": {
+                        "fieldPath": "Opened Month Tooltip",
+                        "nullable": false,
+                        "description": "formula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                    "schemaField": {
+                        "fieldPath": "Opened",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.TimeType": {}
+                            }
+                        },
+                        "nativeDataType": "DATETIME",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                    "schemaField": {
+                        "fieldPath": "Overdue",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.StringType": {}
+                            }
+                        },
+                        "nativeDataType": "STRING",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Priority)",
+                    "schemaField": {
+                        "fieldPath": "Priority",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                },
+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Total Active Incidents)",
+                    "schemaField": {
+                        "fieldPath": "Total Active Incidents",
+                        "nullable": false,
+                        "description": "formula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NumberType": {}
+                            }
+                        },
+                        "nativeDataType": "INTEGER",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.ChartSnapshot": {
+            "urn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.chart.ChartInfo": {
+                        "customProperties": {},
+                        "externalUrl": "https://do-not-connect/#/site/acryl/views/Workbookpublishedds/Sheet1",
+                        "title": "published sheet ds",
+                        "description": "",
+                        "lastModified": {
+                            "created": {
+                                "time": 1641951867000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1642658093000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "inputs": [
+                            {
+                                "string": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Workbook published ds"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
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+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+    "changeType": "UPSERT",
+    "aspectName": "inputFields",
+    "aspect": {
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),amount)",
+                    "schemaField": {
+                        "fieldPath": "amount",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
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+                {
+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_first_name)",
+                    "schemaField": {
+                        "fieldPath": "customer_first_name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
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+                    "schemaFieldUrn": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_last_name)",
+                    "schemaField": {
+                        "fieldPath": "staff_last_name",
+                        "nullable": false,
+                        "description": "",
+                        "type": {
+                            "type": {
+                                "com.linkedin.schema.NullType": {}
+                            }
+                        },
+                        "nativeDataType": "UNKNOWN",
+                        "recursive": false,
+                        "isPartOfKey": false
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "chart",
+    "entityUrn": "urn:li:chart:(tableau,130496dc-29ca-8a89-e32b-d73c4d8b65ff)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
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+                    "id": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9",
+                    "urn": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
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+            ]
+        }
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+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+},
+{
+    "entityType": "dashboard",
+    "entityUrn": "urn:li:dashboard:(tableau,8f7dd564-36b6-593f-3c6f-687ad06cd40b)",
+    "changeType": "UPSERT",
+    "aspectName": "dashboardUsageStatistics",
+    "aspect": {
+        "json": {
+            "timestampMillis": 1638860400000,
+            "partitionSpec": {
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
+            },
+            "viewsCount": 3
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DashboardSnapshot": {
+            "urn": "urn:li:dashboard:(tableau,8f7dd564-36b6-593f-3c6f-687ad06cd40b)",
+            "aspects": [
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+                {
+                    "com.linkedin.pegasus2avro.dashboard.DashboardInfo": {
+                        "customProperties": {
+                            "luid": "fc9ea488-f810-4fa8-ac19-aa96018b5d66"
+                        },
+                        "title": "Email Performance by Campaign",
+                        "description": "",
+                        "charts": [
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+                            "urn:li:chart:(tableau,38130558-4194-2e2a-3046-c0d887829cb4)",
+                            "urn:li:chart:(tableau,692a2da4-2a82-32c1-f713-63b8e4325d86)",
+                            "urn:li:chart:(tableau,f4317efd-c3e6-6ace-8fe6-e71b590bbbcc)"
+                        ],
+                        "datasets": [],
+                        "dashboards": [],
+                        "lastModified": {
+                            "created": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            }
+                        },
+                        "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/tableau/default/Email Performance by Campaign"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+},
+{
+    "entityType": "dashboard",
+    "entityUrn": "urn:li:dashboard:(tableau,8f7dd564-36b6-593f-3c6f-687ad06cd40b)",
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+    "aspectName": "container",
+    "aspect": {
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+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
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+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+{
+    "entityType": "dashboard",
+    "entityUrn": "urn:li:dashboard:(tableau,8f7dd564-36b6-593f-3c6f-687ad06cd40b)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
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+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
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+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
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+        "com.linkedin.pegasus2avro.metadata.snapshot.DashboardSnapshot": {
+            "urn": "urn:li:dashboard:(tableau,20e44c22-1ccd-301a-220c-7b6837d09a52)",
+            "aspects": [
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+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dashboard.DashboardInfo": {
+                        "customProperties": {},
+                        "title": "dvd Rental Dashboard",
+                        "description": "",
+                        "charts": [
+                            "urn:li:chart:(tableau,8a6a269a-d6de-fae4-5050-513255b40ffc)"
+                        ],
+                        "datasets": [],
+                        "dashboards": [],
+                        "lastModified": {
+                            "created": {
+                                "time": 1639773866000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
+                            },
+                            "lastModified": {
+                                "time": 1642199995000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Non Clickthrough Email)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Delivered Email]-[Clickthrough Emails]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Open Rate)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: ZN([Opened Email]/[Delivered Email])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Open Email)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: COUNTD([Id (Activity - Open Email)])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Non Clicked Emails)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Opened Email]-[Clickthrough Emails]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD),Platform)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Platform %28Activity - Click Email%29)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Program ID)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Sent Email)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: COUNTD([Id])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),updatedAt)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Updated At)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD),User_Agent)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),User Agent %28Activity - Click Email%29)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),programName)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Workspace Name)"
+                    ],
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Email Performance by Campaign"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-02-09T00:05:25Z",
+                            "extractLastUpdateTime": "2018-02-09T00:05:25Z"
+                        },
+                        "name": "Marketo",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Delivery Rate",
+                                "nullable": false,
+                                "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Program ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Platform (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated At",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workspace Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User Agent (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Predictive",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Clickthrough Rate",
+                                "nullable": false,
+                                "description": "formula: [Clickthrough Emails]/[Delivered Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Open Rate",
+                                "nullable": false,
+                                "description": "formula: ZN([Opened Email]/[Delivered Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sent Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivered Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Email Delivered)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Mobile Device",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Platform",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created At",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Clickthrough Emails",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Click Email)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Mobile Device (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Device (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Link ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Click-to-Open",
+                                "nullable": false,
+                                "description": "formula: ZN([Clickthrough Emails]\r\n/ \r\n[Opened Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Open Email)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Link",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Non Clicked Emails",
+                                "nullable": false,
+                                "description": "formula: [Opened Email]-[Clickthrough Emails]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Non Clickthrough Email",
+                                "nullable": false,
+                                "description": "formula: [Delivered Email]-[Clickthrough Emails]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Device",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Program Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Non Opened Email",
+                                "nullable": false,
+                                "description": "formula: [Delivered Email]-[Opened Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User Agent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Bounceback",
+                                "nullable": false,
+                                "description": "formula: [Sent Email] - [Delivered Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+                    "urn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),First Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),Last Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),amount)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),amount)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),customer_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),customer_id)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),payment_date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),payment_date)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),rental_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),rental_id)"
+                    ],
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Dvdrental Workbook"
+                        ]
+                    }
+                },
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+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ship Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Orders",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit Ratio",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returns",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manufacturer",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returned",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Regional Manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Postal Code",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit (bin)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Segment",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Top Customers by Profit",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Country/Region",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Discount",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Product Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Customer Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+                    "urn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_request,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_req_item,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_cat_item,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Made SLA)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% made SLA)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total # Request)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total Active Requests)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T19:35:39Z",
+                            "extractLastUpdateTime": "2018-01-18T19:35:39Z"
+                        },
+                        "name": "Requests",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Closed by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mobile Picture",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% made SLA",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Meta",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total # Request",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Requested for date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ordered item link",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible elsewhere",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring Price Frequency (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Update name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Special instructions",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Execution Plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible on Bundles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No search",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "List Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Customer update",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Price (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order Guide",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Package",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery address",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Estimated Delivery",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Model",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Billable",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring Price Frequency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fulfillment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Backordered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No cart",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ignore price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cart",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Replace on upgrade",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Context",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Requested for",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Billable (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mobile Picture Type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Protection policy",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Omit price in cart",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Catalogs",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Entitlement script",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Published version",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Preview link",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Price (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Stage (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible on Guides",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Requested Item) 1",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery time",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Stage",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Request",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolve Time",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Icon",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Display name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No proceed checkout",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Use cart layout",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No order now",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Application",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Template",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Catalog",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Image",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workflow",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Class",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created from item design",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Roles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Hide price (mobile listings)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Availability",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Vendor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Picture",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan script",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Requests",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Start closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Request state",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sys_user_group,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.problem,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of incidents that are overdue\r\n\r\nIFNULL((IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND),0)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of critical and high priority)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Known error)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of known error)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Related Incidents)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Problems with Related Incidents)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Time Span Breakdown)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total # Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total Active Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T20:21:33Z",
+                            "extractLastUpdateTime": "2018-01-18T20:21:33Z"
+                        },
+                        "name": "Problems",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "SLA due (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Default assignee",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workaround",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "u",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time Span Breakdown",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "u_",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Change request",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents that are overdue\r\n\r\nIFNULL((IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND),0)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost center",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Roles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total # Problems",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Exclude manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lucha",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problems with Related Incidents",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Related Incidents",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Source",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of known error",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problem state",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Known error",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group email",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Age of Problems",
+                                "nullable": false,
+                                "description": "formula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of critical and high priority",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Include members",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Problems",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.incident,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.cmdb_ci,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened Month Tooltip)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Total Active Incidents)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T20:13:08Z",
+                            "extractLastUpdateTime": "2018-01-18T20:13:08Z"
+                        },
+                        "name": "Incidents",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Attributes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close code (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Status",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Notify (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Requires verification",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Maintenance schedule",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Warranty expiration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "GL account",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "First discovered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Asset",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Skip sync",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "DNS Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Caller (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Department",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolved by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Managed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Model number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "PO number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business resolve time (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Child Incidents (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "IP Address",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Asset tag",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due in",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manufacturer",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Checked out",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fully qualified domain name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Installed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Purchased",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lease contract",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Vendor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent Incident (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost currency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Subcategory (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Monitor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Serial number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Model ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time to Close an Incident (seconds)",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Owned by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Invoice number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Start date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ordered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order received",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Discovery source",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Incidents",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Class",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Operational status",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolve time (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reopen count (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Most recent discovery",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fault count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Caused by Change (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "MAC Address",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Schedule",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Supported by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Support group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Justification",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Change Request (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Incident state (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Month Tooltip",
+                                "nullable": false,
+                                "description": "formula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problem (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Checked in",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Severity (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost center",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Subcategory (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Can Print",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolved (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time to Close an Incident",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),Custom SQL Query)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),Custom SQL Query)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),amount)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),amount)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_first_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_id)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_last_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),payment_date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),payment_date)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),staff_first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_first_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),staff_last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_last_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Workbook published ds"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "name": "test publish datasource",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "customer_id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Custom SQL Query",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "staff_last_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "staff_first_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "customer_last_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "amount",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "customer_first_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "payment_date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9",
+                    "urn": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,c7dd65fb-6e7e-4091-bbde-8c78b34a40f8,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,c7dd65fb-6e7e-4091-bbde-8c78b34a40f8,PROD),name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD),Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,c7dd65fb-6e7e-4091-bbde-8c78b34a40f8,PROD),id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD),Program ID)"
+                    ],
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Workbook published ds"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-02-09T00:05:25Z",
+                            "extractLastUpdateTime": "2018-02-09T00:05:25Z"
+                        },
+                        "name": "New DataSource",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Program ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
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+                        "name": "Superstore Datasource",
+                        "description": "Description for Superstore dataset",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Top Customers by Profit",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returns",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Segment",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit Ratio",
+                                "nullable": false,
+                                "description": "formula: SUM([Profit])/SUM([Sales])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "City",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returned",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Product Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Orders",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Product ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit (bin)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order ID (Returns)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Person",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sub-Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Postal Code",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Product",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ship Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "People",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Country/Region",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Customer ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Region",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ship Mode",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sales",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Customer Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Row ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manufacturer",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Region (People)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Discount",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,6cbbeeb2-9f3a-00f6-2342-17139d6e97ae,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Published Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,6cbbeeb2-9f3a-00f6-2342-17139d6e97ae,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,6cbbeeb2-9f3a-00f6-2342-17139d6e97ae,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873",
+                    "urn": "urn:li:container:d2dcd6bd1bb954d62f1cfc68332ee873"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:postgres,demo_postgres_instance.dvdrental.public.customer,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:postgres,demo_postgres_instance.dvdrental.public.payment,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "amount",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "NUMERIC",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "last_name",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STR",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "rental_id",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "I4",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "first_name",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STR",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "payment_date",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DBTIMESTAMP",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "customer_id",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "I4",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Dvdrental Workbook/Customer Payment Query"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "name": "Custom SQL Query",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.ViewProperties": {
+                        "materialized": false,
+                        "viewLogic": "SELECT\n\tcustomer.customer_id,\n\tfirst_name,\n\tlast_name,\n\tamount,\n\tpayment_date,\n\trental_id\nFROM\n\tcustomer\nINNER JOIN payment \n    ON payment.customer_id = customer.customer_id\nwhere customer.customer_id = <[Parameters].[Parameter 1]>\nORDER BY payment_date",
+                        "viewLanguage": "SQL"
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "View",
+                "Custom SQL"
+            ]
+        }
+    },
+    "systemMetadata": {
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+        "runId": "tableau-test",
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+                                    }
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+                        ]
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+                        "viewLogic": "SELECT\n\tc.customer_id,\n\tc.first_name customer_first_name,\n\tc.last_name customer_last_name,\n\ts.first_name staff_first_name,\n\ts.last_name staff_last_name,\n\tamount,\n\tpayment_date\nFROM\n\tcustomer c\nINNER JOIN payment p \n    ON p.customer_id = c.customer_id\nINNER JOIN staff s \n    ON p.staff_id = s.staff_id\nORDER BY payment_date",
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+                        "viewLogic": "select seller_city, price from demo-custom-323403.bigquery_demo.sellers sell LEFT JOIN (\nselect * from demo-custom-323403.bigquery_demo.order_items\n) items on items.seller_id=sell.seller_id",
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+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
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+},
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+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.cmdb_ci,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "default"
+                },
+                {
+                    "id": "Executive Dashboard"
+                },
+                {
+                    "id": "Incidents"
+                }
+            ]
+        }
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+        "runId": "tableau-test",
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+            "urn": "urn:li:dataset:(urn:li:dataPlatform:postgres,demo_postgres_instance.dvdrental.public.customer,PROD)",
+            "aspects": [
+                {
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+                        "paths": [
+                            "/prod/tableau/default/Customer Payment Query",
+                            "/prod/tableau/default/test publish datasource"
+                        ]
+                    }
+                }
+            ]
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+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
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+                    "id": "default"
+                },
+                {
+                    "id": "Customer Payment Query"
+                }
+            ]
+        }
+    },
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+        "runId": "tableau-test",
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+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:postgres,demo_postgres_instance.dvdrental.public.staff,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4fb670d5-3e19-9656-e684-74aa9729cf18,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,618c87db-5959-338b-bcc7-6f5f4cc0b6c6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,6cbbeeb2-9f3a-00f6-2342-17139d6e97ae,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity10,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity7,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.cmdb_ci,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.incident,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.problem,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_cat_item,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_req_item,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_request,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sys_user_group,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_ingest_tags_disabled"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_mces_golden.json
index 29e1b77869aa51..8610f809ac52b0 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_mces_golden.json
@@ -870,8 +870,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -939,6 +939,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1221,6 +1226,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1789,6 +1799,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2409,6 +2424,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2925,6 +2945,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3077,6 +3102,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3604,6 +3634,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4112,6 +4147,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4588,6 +4628,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5093,6 +5138,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5485,6 +5535,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5851,6 +5906,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6246,6 +6306,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6693,6 +6758,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7111,6 +7181,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7451,6 +7526,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7817,6 +7897,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8079,6 +8164,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8526,6 +8616,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8869,6 +8964,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9238,6 +9338,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9630,6 +9735,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10077,6 +10187,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10227,8 +10342,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10277,6 +10392,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10384,6 +10504,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10489,6 +10614,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10608,6 +10738,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11038,6 +11173,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -12896,7 +13036,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
                     "type": "TRANSFORMED"
                 },
                 {
@@ -12904,7 +13044,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
                     "type": "TRANSFORMED"
                 }
             ],
@@ -12995,6 +13135,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13336,6 +13481,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14251,6 +14401,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15212,6 +15367,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22084,6 +22244,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26204,6 +26369,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31558,6 +31728,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31902,6 +32077,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32671,6 +32851,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_multiple_sites_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_multiple_sites_mces_golden.json
index 12c665235e6ac7..05ec0e76f92d6d 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_multiple_sites_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_multiple_sites_mces_golden.json
@@ -1043,8 +1043,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -1112,6 +1112,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1398,6 +1403,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1970,6 +1980,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2594,6 +2609,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3114,6 +3134,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3270,6 +3295,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3805,6 +3835,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4317,6 +4352,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4797,6 +4837,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5306,6 +5351,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5702,6 +5752,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6072,6 +6127,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6471,6 +6531,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6922,6 +6987,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7344,6 +7414,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7688,6 +7763,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8058,6 +8138,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8324,6 +8409,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8775,6 +8865,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9122,6 +9217,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9495,6 +9595,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9891,6 +9996,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10342,6 +10452,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10496,8 +10611,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10546,6 +10661,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10657,6 +10777,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10766,6 +10891,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10889,6 +11019,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11323,6 +11458,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13284,6 +13424,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13629,6 +13774,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14548,6 +14698,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15513,6 +15668,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22389,6 +22549,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26513,6 +26678,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31871,6 +32041,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32219,6 +32394,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32996,6 +33176,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -44181,8 +44366,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -44250,6 +44435,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -44506,6 +44696,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -45048,6 +45243,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -45642,6 +45842,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -46132,6 +46337,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -46258,6 +46468,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -46733,6 +46948,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -47215,6 +47435,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -47665,6 +47890,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -48144,6 +48374,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -48510,6 +48745,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -48850,6 +49090,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -49219,6 +49464,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -49640,6 +49890,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -50032,6 +50287,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -50346,6 +50606,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -50686,6 +50951,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -50922,6 +51192,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -51343,6 +51618,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -51660,6 +51940,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -52003,6 +52288,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -52369,6 +52659,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -52790,6 +53085,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -52914,8 +53214,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -52964,6 +53264,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -53045,6 +53350,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -53124,6 +53434,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -53217,6 +53532,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -53621,6 +53941,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -55552,6 +55877,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -55867,6 +56197,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -56756,6 +57091,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -57691,6 +58031,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -64537,6 +64882,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -68631,6 +68981,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -73959,6 +74314,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -74277,6 +74637,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -74998,6 +75363,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_nested_project_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_nested_project_mces_golden.json
index 2aee4abc4d049f..dd852671d760c2 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_nested_project_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_nested_project_mces_golden.json
@@ -1129,8 +1129,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -1198,6 +1198,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1480,6 +1485,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2048,6 +2058,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2668,6 +2683,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3184,6 +3204,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3336,6 +3361,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3863,6 +3893,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4371,6 +4406,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4847,6 +4887,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5352,6 +5397,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5744,6 +5794,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6110,6 +6165,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6505,6 +6565,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6952,6 +7017,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7370,6 +7440,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7710,6 +7785,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8076,6 +8156,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8338,6 +8423,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8785,6 +8875,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9128,6 +9223,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9497,6 +9597,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9889,6 +9994,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10336,6 +10446,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10486,8 +10601,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10536,6 +10651,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10643,6 +10763,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10748,6 +10873,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10867,6 +10997,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11297,6 +11432,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13155,7 +13295,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
                     "type": "TRANSFORMED"
                 },
                 {
@@ -13163,7 +13303,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
                     "type": "TRANSFORMED"
                 }
             ],
@@ -13254,6 +13394,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13595,6 +13740,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14510,6 +14660,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15471,6 +15626,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22343,6 +22503,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26463,6 +26628,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31817,6 +31987,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32161,6 +32336,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32930,6 +33110,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_no_hidden_assets_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_no_hidden_assets_mces_golden.json
new file mode 100644
index 00000000000000..db1d7b4ba25d5f
--- /dev/null
+++ b/metadata-ingestion/tests/integration/tableau/tableau_no_hidden_assets_mces_golden.json
@@ -0,0 +1,34728 @@
+[
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "tableau",
+                "project_id": "190a6a5c-63ed-4de1-8045-faeae5df5b01"
+            },
+            "name": "default"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
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+                        "globalTags": {
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+                                    "tag": "urn:li:tag:DIMENSION"
+                                },
+                                {
+                                    "tag": "urn:li:tag:COLUMNFIELD"
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+                    }
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+                            "urn:li:chart:(tableau,38130558-4194-2e2a-3046-c0d887829cb4)",
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+                            "urn:li:chart:(tableau,f4317efd-c3e6-6ace-8fe6-e71b590bbbcc)"
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+                                "time": 1640200234000,
+                                "actor": "urn:li:corpuser:jawadqu@gmail.com"
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+                        "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
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+                    }
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+                        "paths": [
+                            "/tableau/default/Email Performance by Campaign"
+                        ]
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+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
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+                            "actor": "urn:li:corpuser:unknown"
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+                    "urn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
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+        "runId": "tableau-test",
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+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
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+                        "actor": "urn:li:corpuser:unknown"
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+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity10,PROD)",
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD),Activity_Date)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity Date %28Activity - Click Email%29)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Sent Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)"
+                    ],
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Bounceback)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Sent Email] - [Delivered Email]",
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+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD),Campaign_ID)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Campaign ID %28Activity - Click Email%29)"
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+                {
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+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Campaign_ID)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Campaign ID %28Activity - Email Delivered%29)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Campaign_ID)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Campaign ID)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Campaign_Run_ID)"
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+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Campaign Run ID)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Choice_Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Choice Number %28Activity - Email Delivered%29)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Click-to-Open)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: ZN([Clickthrough Emails]\r\n/ \r\n[Opened Email])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Click Email)"
+                    ],
+                    "downstreamType": "FIELD",
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: COUNTD([Id (Activity - Click Email)])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
+                    ],
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Rate)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Clickthrough Emails]/[Delivered Email]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Email Delivered)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: COUNTD([Id (Activity - Email Delivered)])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Sent Email)"
+                    ],
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivery Rate)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: ZN([Delivered Email]/[Sent Email])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Has_Predictive)"
+                    ],
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Is Predictive)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
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+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity6,PROD),Mailing_ID)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Mailing ID %28Activity - Email Delivered%29)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Non Clickthrough Email)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Delivered Email]-[Clickthrough Emails]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Delivered Email)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Opened Email)"
+                    ],
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+                    ],
+                    "transformOperation": "CalculatedFieldformula: ZN([Opened Email]/[Delivered Email])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Activity)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Open Email)"
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+                    ],
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+                {
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Clickthrough Emails)"
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+                    ],
+                    "transformOperation": "CalculatedFieldformula: [Opened Email]-[Clickthrough Emails]",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),id)"
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+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Program ID)"
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+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),updatedAt)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Updated At)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.activity11,PROD),User_Agent)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),User Agent %28Activity - Click Email%29)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:webdata-direct:marketo-marketo,marketo.campaignstable,PROD),programName)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD),Workspace Name)"
+                    ],
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Email Performance by Campaign"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-02-09T00:05:25Z",
+                            "extractLastUpdateTime": "2018-02-09T00:05:25Z"
+                        },
+                        "name": "Marketo",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Delivery Rate",
+                                "nullable": false,
+                                "description": "formula: ZN([Delivered Email]/[Sent Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Program ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Platform (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated At",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workspace Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User Agent (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Predictive",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Clickthrough Rate",
+                                "nullable": false,
+                                "description": "formula: [Clickthrough Emails]/[Delivered Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Open Rate",
+                                "nullable": false,
+                                "description": "formula: ZN([Opened Email]/[Delivered Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sent Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivered Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Email Delivered)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Mobile Device",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Platform",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created At",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Clickthrough Emails",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Click Email)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Is Mobile Device (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Device (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mailing ID (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Link ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Click-to-Open",
+                                "nullable": false,
+                                "description": "formula: ZN([Clickthrough Emails]\r\n/ \r\n[Opened Email])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Email",
+                                "nullable": false,
+                                "description": "formula: COUNTD([Id (Activity - Open Email)])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Link",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign Run ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Non Clicked Emails",
+                                "nullable": false,
+                                "description": "formula: [Opened Email]-[Clickthrough Emails]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Non Clickthrough Email",
+                                "nullable": false,
+                                "description": "formula: [Delivered Email]-[Clickthrough Emails]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Device",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COUNT"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lead ID (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Program Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Campaign ID (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity Date (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Test Variant (Activity - Click Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Non Opened Email",
+                                "nullable": false,
+                                "description": "formula: [Delivered Email]-[Opened Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Has Predictive (Activity - Email Delivered)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User Agent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Step ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Bounceback",
+                                "nullable": false,
+                                "description": "formula: [Sent Email] - [Delivered Email]",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Choice Number (Activity - Open Email)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,801c95e3-b07e-7bfe-3789-a561c7beccd3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a",
+                    "urn": "urn:li:container:008e111aa1d250dd52e0fd5d4b307b1a"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "type": "TRANSFORMED"
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+            "fineGrainedLineages": [
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+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),First Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD),last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),Last Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),amount)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),amount)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),customer_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),customer_id)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),payment_date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),payment_date)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD),rental_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD),rental_id)"
+                    ],
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Dvdrental Workbook"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "name": "Customer Payment Query",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "payment_date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:YEAR"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "amount",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Custom SQL Query",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "First Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "customer_id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "rental_id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Last Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
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+    "entityType": "dataset",
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+    "aspect": {
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+                "Embedded Data Source"
+            ]
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+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,4644ccb1-2adc-cf26-c654-04ed1dcc7090,PROD)",
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+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "City",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sales",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Region",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Quantity",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ship Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Orders",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit Ratio",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returns",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manufacturer",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Returned",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Regional Manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Postal Code",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Profit (bin)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Segment",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Top Customers by Profit",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Country/Region",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Discount",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order Date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Product Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Customer Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d00f4ba6-707e-4684-20af-69eb47587cc2,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1",
+                    "urn": "urn:li:container:fad3de4b86519c3edeb685215fe0bab1"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_request,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_req_item,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sc_cat_item,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Made SLA)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% made SLA)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total # Request)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD),Total Active Requests)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T19:35:39Z",
+                            "extractLastUpdateTime": "2018-01-18T19:35:39Z"
+                        },
+                        "name": "Requests",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Closed by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Mobile Picture",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% made SLA",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of requests which made SLA\r\n\r\nCOUNTD(IF [Made SLA]= TRUE\r\nTHEN  [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Meta",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total # Request",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the total number of problems ignoring opened date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Requested for date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ordered item link",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible elsewhere",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring Price Frequency (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Update name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Special instructions",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Execution Plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
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+                                "globalTags": {
+                                    "tags": [
+                                        {
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible on Bundles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
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+                                        }
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+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
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+                            },
+                            {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                    ]
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+                                "isPartOfKey": false
+                            },
+                            {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                            },
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        {
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+                                },
+                                "isPartOfKey": false
+                            },
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+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "List Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                                },
+                                "isPartOfKey": false
+                            },
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                },
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+                            },
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+                                "type": {
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+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                "nullable": false,
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+                                "type": {
+                                    "type": {
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+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                                "nullable": false,
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+                                "type": {
+                                    "type": {
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+                                    }
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+                                "nativeDataType": "STRING",
+                                "recursive": false,
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+                                },
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+                                "recursive": false,
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+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring Price Frequency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Recurring Price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fulfillment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Backordered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No cart",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ignore price",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows if an accident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\nIF [Active]=FALSE \r\nAND\r\n[Closed]>[Due date]\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\n[Active]=TRUE \r\nAND NOW()>[Due date]\r\n\r\nTHEN  \"Overdue\"\r\nELSE \"Non Overdue\"\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cart",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Replace on upgrade",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                "globalTags": {
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+                            },
+                            {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                },
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+                                "globalTags": {
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+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
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+                                "type": {
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+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Price (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Stage (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Visible on Guides",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Requested Item) 1",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery time",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Stage",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Request",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct request made in the last year. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolve Time",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Icon",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Display name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No proceed checkout",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Use cart layout",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "No order now",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Application",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Template",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Catalog",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Image",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents which are overdue\r\n\r\n(IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workflow",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Class",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created from item design",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Roles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Hide price (mobile listings)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Availability",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Vendor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Picture",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan script",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Requested Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Requests",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct active request. The \"exclude\" is used to avoid filters interfering with the final result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Start closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Request state",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Request)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Catalog Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,06c3e060-8133-4b58-9b53-a0fced25e056,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.sys_user_group,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.problem,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of incidents that are overdue\r\n\r\nIFNULL((IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND),0)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Priority)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of critical and high priority)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Known error)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),% of known error)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Related Incidents)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Problems with Related Incidents)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Age of Problems)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Time Span Breakdown)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total # Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Number)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Active)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD),Total Active Problems)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T20:21:33Z",
+                            "extractLastUpdateTime": "2018-01-18T20:21:33Z"
+                        },
+                        "name": "Problems",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "SLA due (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Default assignee",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Workaround",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It checks if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])> max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active]=TRUE) \r\nAND NOW()> MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "u",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time Span Breakdown",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It groups problems accordingly with their ages\r\n\r\nIF [Age of Problems]< 2592000\r\nTHEN \"Under 30 d\"\r\nELSEIF  [Age of Problems] > 7776000\r\nTHEN \"+ than 90d\"\r\nELSE \" 30-90 d\"\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "u_",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Change request",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of incidents that are overdue\r\n\r\nIFNULL((IF ATTR([Overdue]= \"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND),0)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost center",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Roles",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total # Problems",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct problems ignoring date\r\n\r\n{ EXCLUDE [Opened]: COUNTD([Number])}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Exclude manager",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lucha",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problems with Related Incidents",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct problems which has a related incident\r\n\r\nCOUNT(IF ([Related Incidents]>0\r\nAND NOT ISNULL([Related Incidents]))=true\r\nTHEN [Number]\r\nEND)",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Related Incidents",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Source",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of known error",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of problems that are known errors\r\n\r\nCOUNTD(IF [Known error]=TRUE\r\nTHEN [Number] END)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problem state",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if the year of opened is equal the max year of the dataset \r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Known error",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group email",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Age of Problems",
+                                "nullable": false,
+                                "description": "formula: //Calculates the age of active problems since opened until now\r\n\r\nDATEDIFF('second', [Opened], NOW())",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of critical and high priority",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows the percentage of critical or high priority problems\r\n\r\nCOUNTD(IF [Priority]=1\r\nOR  [Priority]=2\r\nTHEN [Number]\r\nEND)\r\n/\r\nCOUNTD([Number])",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Include members",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each disctinct problem. The \"exclude\" is used to avoid filters interfering with the result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "State",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Problem)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Problems",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using a level of detail calculation (LOD)\r\n// It counts each distinct active problem. The \"exclude\" is used to avoid filters interfering with the result \r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Group)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,3ade7817-ae27-259e-8e48-1570e7f932f6,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.incident,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.task,PROD)",
+                    "type": "TRANSFORMED"
+                },
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:webdata-direct:servicenowitsm-servicenowitsm,ven01911.cmdb_ci,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),% of Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Current Year Total Cases)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened Month Tooltip)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Due date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Closed)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident %28seconds%29)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Time to Close an Incident)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Opened)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Overdue)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Active)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Max Year?)",
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Number)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD),Total Active Incidents)"
+                    ],
+                    "transformOperation": "CalculatedFieldformula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Executive Dashboard"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "hasExtracts": "True",
+                            "extractLastRefreshTime": "2018-01-18T20:13:08Z",
+                            "extractLastUpdateTime": "2018-01-18T20:13:08Z"
+                        },
+                        "name": "Incidents",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "Assignment group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Attributes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "User input (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close code (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Migrated Data",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.ArrayType": {}
+                                    }
+                                },
+                                "nativeDataType": "TABLE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Status",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Notify (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Requires verification",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Maintenance schedule",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Escalation",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Warranty expiration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "GL account",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional assignee list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "First discovered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Asset",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "% of Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It show the percentage incidents which are overdue\r\n\r\n(IF ATTR([Overdue]=\"Overdue\")\r\nTHEN COUNTD([Number])\r\nEND)\r\n/\r\nATTR({ EXCLUDE [Overdue]:\r\nCOUNTD([Number])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work start",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:SUM"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Skip sync",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "DNS Domain",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Caller (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Department",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolved by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation ID (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Current Year Total Cases",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field using level of detail calculation\r\n// It counts each distinct incident. The exclude is used to guarantee that filters will not interfere in the result\r\n\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Max Year?]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Close notes (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Managed by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Names",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Model number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assignment group (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "PO number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Short description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business resolve time (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Child Incidents (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "IP Address",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Asset tag",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due in",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Manufacturer",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Checked out",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fully qualified domain name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Installed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Purchased",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.DateType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATE",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Lease contract",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Vendor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Overdue",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows if an incident is overdue\r\n\r\n//Check overdue cases among inactive incidents\r\n{ FIXED [Number]:\r\n\r\nIF MAX([Active]=FALSE) \r\nAND\r\nmax([Closed])>max([Due date])\r\n\r\nOR\r\n//Check overdue cases among active incidents\r\nMAX([Active] = TRUE) \r\nAND NOW() > MAX([Due date]) \r\n\r\nTHEN  \"Overdue\"\r\nEND\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval history",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Category (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent Incident (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost currency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "SLA due (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Impact (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Subcategory (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Comments and Work notes",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reassignment count (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Monitor",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Serial number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Model ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Parent (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time to Close an Incident (seconds)",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It calculates the difference in seconds between opening and closing an incident\r\n\r\n// Check if closed date is valid\r\nIF [Closed]>[Opened]\r\nTHEN\r\n//Calculate difference\r\nDATEDIFF('second', [Opened], [Closed])\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Owned by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Activity due",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Invoice number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval set (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Duration",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Start date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Ordered",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Follow up",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business duration (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Order received",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Discovery source",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Closed by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Total Active Incidents",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It counts each distinct incident. The \"exclude\" is used to avoid filters interfering in the final result\r\n\r\n{EXCLUDE [Opened], [Overdue], [Max Year?]: \r\nCOUNTD(IF [Active]=TRUE\r\nTHEN [Number]\r\nEND)\r\n}",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:ATTRIBUTE"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Class",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Description (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Operational status",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Expected start (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work notes list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Resolve time (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Reopen count (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created by (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Assigned to (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Most recent discovery",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon reject (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Work end",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Knowledge (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Max Year?",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It shows TRUE/FALSE if opened date equals maximum year in the dataset\r\n\r\nDATEPART(\"year\", [Opened]) = DATEPART(\"year\", {MAX([Opened])})",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Location (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Watch list (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery task",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Fault count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Caused by Change (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updated (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "MAC Address",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Approval",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Priority (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Urgency",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Company (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Additional comments (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Business service (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Schedule",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Supported by",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Configuration item (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Task type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Support group",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Correlation display (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Justification",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Change Request (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Updates",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Incident state (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Made SLA (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Opened Month Tooltip",
+                                "nullable": false,
+                                "description": "formula: // This is an IF statment using the opened field to allow for different formats\r\n// original used on columns for line charts are formatted in starting letter of month i.e. J for January\r\n// This version formats to full month name for the tooltip \r\n\r\n\r\n// The IF statement names the month based on the month number of the datefield\r\nIF DATEPART('month', [Opened]) = 1 THEN 'January'\r\nELSEIF DATEPART('month', [Opened]) = 2 THEN 'February'\r\nELSEIF DATEPART('month', [Opened]) = 3 THEN 'March'\r\nELSEIF DATEPART('month', [Opened]) = 4 THEN 'April'\r\nELSEIF DATEPART('month', [Opened]) = 5 THEN 'May'\r\nELSEIF DATEPART('month', [Opened]) = 6 THEN 'June'\r\nELSEIF DATEPART('month', [Opened]) = 7 THEN 'July'\r\nELSEIF DATEPART('month', [Opened]) = 8 THEN 'August'\r\nELSEIF DATEPART('month', [Opened]) = 9 THEN 'September'\r\nELSEIF DATEPART('month', [Opened]) = 10 THEN 'October'\r\nELSEIF DATEPART('month', [Opened]) = 11 THEN 'Novemeber'\r\nELSEIF DATEPART('month', [Opened]) = 12 THEN 'December'\r\nELSE NULL\r\nEND",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Problem (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Measure Values",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "REAL",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Group list",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Checked in",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Severity (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Number of Records",
+                                "nullable": false,
+                                "description": "formula: 1",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "INTEGER",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
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+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time worked (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Cost center",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                    ]
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+                            },
+                            {
+                                "fieldPath": "Work end (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Domain Path",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        {
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Due date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        {
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Contact type",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
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+                                            "tag": "urn:li:tag:DIMENSION"
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+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Created (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
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+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Delivery plan",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Subcategory (Configuration Item)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
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+                                "fieldPath": "Description",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                        },
+                                        {
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Sys ID",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
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+                                        },
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+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
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+                                "recursive": false,
+                                "globalTags": {
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+                                        },
+                                        {
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+                                        }
+                                    ]
+                                },
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+                            },
+                            {
+                                "fieldPath": "Can Print",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.BooleanType": {}
+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
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+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Active",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "BOOLEAN",
+                                "recursive": false,
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+                                        }
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+                            },
+                            {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
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+                                "recursive": false,
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+                                        {
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+                                        }
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+                            },
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "globalTags": {
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+                            },
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
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+                            },
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
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+                                "recursive": false,
+                                "globalTags": {
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+                            },
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+                                "fieldPath": "Domain Path (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                "recursive": false,
+                                "globalTags": {
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+                                        }
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+                                "fieldPath": "Closed",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
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+                                "type": {
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+                                "recursive": false,
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+                                        }
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+                            },
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+                                "fieldPath": "Reassignment count",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
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+                                "recursive": false,
+                                "globalTags": {
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+                                "nullable": false,
+                                "description": "",
+                                "type": {
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+                                "description": "",
+                                "type": {
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+                                "description": "",
+                                "type": {
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+                                "description": "",
+                                "type": {
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+                                "description": "",
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+                                "description": "",
+                                "type": {
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+                                        "com.linkedin.pegasus2avro.schema.TimeType": {}
+                                    }
+                                },
+                                "nativeDataType": "DATETIME",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Time to Close an Incident",
+                                "nullable": false,
+                                "description": "formula: // This is a calculated field\r\n// It transforms time in seconds into DD:HH:MM:SS format\r\nSTR(INT(AVG([Time to Close an Incident (seconds)])/86400)) \r\n \r\n+ \" day(s) \" + \r\n \r\nIF (INT(AVG([Time to Close an Incident (seconds)])%86400/3600)) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%86400/3600))\r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)])%3600/60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)])%3600/60)) \r\n \r\n \r\n+ \":\" + \r\n \r\nIF INT(AVG([Time to Close an Incident (seconds)]) %3600 %60) \r\n< 10 THEN \"0\" ELSE \"\" END + STR(INT(AVG([Time to Close an Incident (seconds)]) %3600 %60))",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:MEASURE"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:CALCULATEDFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Upon approval (Incident)",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STRING",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DIMENSION"
+                                        },
+                                        {
+                                            "tag": "urn:li:tag:COLUMNFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,dfe2c02a-54b7-f7a2-39fc-c651da2f6ad8,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d",
+                    "urn": "urn:li:container:047691e9c16bec8fb08e1df0f5d71c4d"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),Custom SQL Query)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),Custom SQL Query)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),amount)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),amount)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_first_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_id)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),customer_last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),customer_last_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),payment_date)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),payment_date)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),staff_first_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_first_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,00cce29f-b561-bb41-3557-8e19660bb5dd,PROD),staff_last_name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD),staff_last_name)"
+                    ],
+                    "transformOperation": "IDENTITY",
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/tableau/default/Workbook published ds"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {},
+                        "name": "test publish datasource",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "customer_id",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "Custom SQL Query",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "staff_last_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "staff_first_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "customer_last_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "amount",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "customer_first_name",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "payment_date",
+                                "nullable": false,
+                                "description": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NullType": {}
+                                    }
+                                },
+                                "nativeDataType": "UNKNOWN",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:DATASOURCEFIELD"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Embedded Data Source"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,d8d4c0ea-3162-fa11-31e6-26675da44a38,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b",
+                    "urn": "urn:li:container:5ec314b9630974ec084f5dfd3849f87b"
+                },
+                {
+                    "id": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9",
+                    "urn": "urn:li:container:94e6e84b66f9ee8c70c22f06cfbad6a9"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "upstreamLineage",
+    "aspect": {
+        "json": {
+            "upstreams": [
+                {
+                    "auditStamp": {
+                        "time": 0,
+                        "actor": "urn:li:corpuser:unknown"
+                    },
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,c7dd65fb-6e7e-4091-bbde-8c78b34a40f8,PROD)",
+                    "type": "TRANSFORMED"
+                }
+            ],
+            "fineGrainedLineages": [
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,c7dd65fb-6e7e-4091-bbde-8c78b34a40f8,PROD),name)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD),Name)"
+                    ],
+                    "confidenceScore": 1.0
+                },
+                {
+                    "upstreamType": "FIELD_SET",
+                    "upstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,c7dd65fb-6e7e-4091-bbde-8c78b34a40f8,PROD),id)"
+                    ],
+                    "downstreamType": "FIELD",
+                    "downstreams": [
+                        "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD),Program ID)"
+                    ],
+                    "confidenceScore": 1.0
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:tableau,5449c627-7462-4ef7-b492-bda46be068e3,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.DataPlatformInstance": {
+                        "platform": "urn:li:dataPlatform:tableau"
+                    }
+                },
+                {
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+                    }
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+                        "paths": [
+                            "/prod/tableau/default/Workbook published ds"
+                        ]
+                    }
+                },
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+                            "extractLastRefreshTime": "2018-02-09T00:05:25Z",
+                            "extractLastUpdateTime": "2018-02-09T00:05:25Z"
+                        },
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+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:tag on published datasource"
+                            }
+                        ]
+                    }
+                },
+                {
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+                        "paths": [
+                            "/prod/tableau/default"
+                        ]
+                    }
+                },
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+                        "owners": [
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+                                "owner": "urn:li:corpuser:jawadqu@gmail.com",
+                                "type": "DATAOWNER"
+                            }
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+                        }
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+                },
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+                        "name": "test publish datasource",
+                        "description": "description for test publish datasource",
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+                                "nullable": false,
+                                "type": {
+                                    "type": {
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+                                    }
+                                },
+                                "nativeDataType": "STR",
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+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "customer_last_name",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "STR",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                },
+                {
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+                        "paths": [
+                            "/prod/tableau/default/test publish datasource"
+                        ]
+                    }
+                },
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+                        "name": "Custom SQL Query",
+                        "tags": []
+                    }
+                },
+                {
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+                        "materialized": false,
+                        "viewLogic": "SELECT\n\tc.customer_id,\n\tc.first_name customer_first_name,\n\tc.last_name customer_last_name,\n\ts.first_name staff_first_name,\n\ts.last_name staff_last_name,\n\tamount,\n\tpayment_date\nFROM\n\tcustomer c\nINNER JOIN payment p \n    ON p.customer_id = c.customer_id\nINNER JOIN staff s \n    ON p.staff_id = s.staff_id\nORDER BY payment_date",
+                        "viewLanguage": "SQL"
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
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+        "runId": "tableau-test",
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+            ]
+        }
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+                        "schemaName": "test",
+                        "platform": "urn:li:dataPlatform:tableau",
+                        "version": 0,
+                        "created": {
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+                            "actor": "urn:li:corpuser:unknown"
+                        },
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+                        },
+                        "hash": "",
+                        "platformSchema": {
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+                                "rawSchema": ""
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+                                "type": {
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+                                    }
+                                },
+                                "nativeDataType": "R8",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "seller_city",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "WSTR",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            }
+                        ]
+                    }
+                },
+                {
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+                        "paths": [
+                            "/prod/tableau/SubProject1/AbcJoinWorkbook"
+                        ]
+                    }
+                },
+                {
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+                        "customProperties": {},
+                        "name": "Custom SQL Query",
+                        "tags": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.ViewProperties": {
+                        "materialized": false,
+                        "viewLogic": "select seller_city, price from demo-custom-323403.bigquery_demo.sellers sell LEFT JOIN (\nselect * from demo-custom-323403.bigquery_demo.order_items\n) items on items.seller_id=sell.seller_id",
+                        "viewLanguage": "SQL"
+                    }
+                }
+            ]
+        }
+    },
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+        "runId": "tableau-test",
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+                },
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+                    "id": "AbcJoinWorkbook"
+                }
+            ]
+        }
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+                        "paths": [
+                            "/prod/tableau/default/Email Performance by Campaign/Marketo"
+                        ]
+                    }
+                },
+                {
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+                        "schemaName": "test",
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+                        },
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+                                    }
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+                                "nativeDataType": "WDC_INT",
+                                "recursive": false,
+                                "isPartOfKey": false
+                            },
+                            {
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+                                "nullable": false,
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+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
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+                                "nativeDataType": "WDC_INT",
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+                                "isPartOfKey": false
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+                                "nullable": false,
+                                "type": {
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+                                "isPartOfKey": false
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+                                "nullable": false,
+                                "type": {
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+                                    }
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+                                "isPartOfKey": false
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+                                "nullable": false,
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+                                "nullable": false,
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+                            }
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+        }
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+                },
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+                },
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+                }
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+                        ]
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+            "name": "GROUPFIELD"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:HIERARCHYFIELD",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "HIERARCHYFIELD"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:MEASURE",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "MEASURE"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:SETFIELD",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "SETFIELD"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:SUM",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "SUM"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:TagSheet3",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "TagSheet3"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:YEAR",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "YEAR"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:tag on published datasource",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "tag on published datasource"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1638860400000,
+        "runId": "tableau-test",
+        "lastRunId": "no-run-id-provided",
+        "pipelineName": "test_tableau_no_hidden_assets_ingest"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_permission_ingestion_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_permission_ingestion_mces_golden.json
index cfc66af6f45699..044bc7b6d1e0b0 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_permission_ingestion_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_permission_ingestion_mces_golden.json
@@ -943,6 +943,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1225,6 +1230,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1793,6 +1803,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2413,6 +2428,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2929,6 +2949,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3081,6 +3106,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3608,6 +3638,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4116,6 +4151,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4592,6 +4632,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5097,6 +5142,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5489,6 +5539,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5855,6 +5910,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6250,6 +6310,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6697,6 +6762,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7115,6 +7185,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7455,6 +7530,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7821,6 +7901,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8083,6 +8168,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8530,6 +8620,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8873,6 +8968,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9242,6 +9342,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9634,6 +9739,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10081,6 +10191,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10268,6 +10383,7 @@
                             "urn:li:chart:(tableau,f4317efd-c3e6-6ace-8fe6-e71b590bbbcc)"
                         ],
                         "datasets": [],
+                        "dashboards": [],
                         "lastModified": {
                             "created": {
                                 "time": 1640200234000,
@@ -10281,6 +10397,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10375,6 +10496,7 @@
                             "urn:li:chart:(tableau,8a6a269a-d6de-fae4-5050-513255b40ffc)"
                         ],
                         "datasets": [],
+                        "dashboards": [],
                         "lastModified": {
                             "created": {
                                 "time": 1639773866000,
@@ -10388,6 +10510,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10480,6 +10607,7 @@
                         "description": "",
                         "charts": [],
                         "datasets": [],
+                        "dashboards": [],
                         "lastModified": {
                             "created": {
                                 "time": 1639773866000,
@@ -10493,6 +10621,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10599,6 +10732,7 @@
                             "urn:li:chart:(tableau,f76d3570-23b8-f74b-d85c-cc5484c2079c)"
                         ],
                         "datasets": [],
+                        "dashboards": [],
                         "lastModified": {
                             "created": {
                                 "time": 1639768450000,
@@ -10612,6 +10746,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11042,6 +11181,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -12900,7 +13044,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
                     "type": "TRANSFORMED"
                 },
                 {
@@ -12908,7 +13052,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
                     "type": "TRANSFORMED"
                 }
             ],
@@ -12999,6 +13143,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13340,6 +13489,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14255,6 +14409,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15216,6 +15375,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22088,6 +22252,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26208,6 +26377,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31562,6 +31736,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31906,6 +32085,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32675,6 +32859,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_signout_timeout_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_signout_timeout_mces_golden.json
index 53d4a802541c35..621dbc642f6b1d 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_signout_timeout_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_signout_timeout_mces_golden.json
@@ -870,8 +870,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -939,6 +939,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1221,6 +1226,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1789,6 +1799,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2409,6 +2424,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2925,6 +2945,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3077,6 +3102,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3604,6 +3634,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4112,6 +4147,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4588,6 +4628,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5093,6 +5138,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5485,6 +5535,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5851,6 +5906,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6246,6 +6306,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6693,6 +6758,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7111,6 +7181,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7451,6 +7526,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7817,6 +7897,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8079,6 +8164,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8526,6 +8616,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8869,6 +8964,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9238,6 +9338,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9630,6 +9735,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10077,6 +10187,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10227,8 +10342,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10277,6 +10392,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10384,6 +10504,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10489,6 +10614,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10608,6 +10738,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11038,6 +11173,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -12896,7 +13036,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
                     "type": "TRANSFORMED"
                 },
                 {
@@ -12904,7 +13044,7 @@
                         "time": 0,
                         "actor": "urn:li:corpuser:unknown"
                     },
-                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,10c6297d-0dbd-44f1-b1ba-458bea446513,PROD)",
+                    "dataset": "urn:li:dataset:(urn:li:dataPlatform:tableau,22b0b4c3-6b85-713d-a161-5a87fdd78f40,PROD)",
                     "type": "TRANSFORMED"
                 }
             ],
@@ -12995,6 +13135,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13336,6 +13481,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14251,6 +14401,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15212,6 +15367,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22084,6 +22244,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26204,6 +26369,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31558,6 +31728,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31902,6 +32077,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32671,6 +32851,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_site_name_pattern_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_site_name_pattern_mces_golden.json
index 4811e462acdb2e..d5f3e86c86f16a 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_site_name_pattern_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_site_name_pattern_mces_golden.json
@@ -1043,8 +1043,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -1112,6 +1112,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1398,6 +1403,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1970,6 +1980,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2594,6 +2609,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3114,6 +3134,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3270,6 +3295,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3805,6 +3835,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4317,6 +4352,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4797,6 +4837,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5306,6 +5351,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5702,6 +5752,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6072,6 +6127,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6471,6 +6531,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6922,6 +6987,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7344,6 +7414,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7688,6 +7763,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8058,6 +8138,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8324,6 +8409,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8775,6 +8865,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9122,6 +9217,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9495,6 +9595,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9891,6 +9996,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10342,6 +10452,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10496,8 +10611,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10546,6 +10661,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10657,6 +10777,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10766,6 +10891,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10889,6 +11019,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/site2/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11323,6 +11458,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13284,6 +13424,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13629,6 +13774,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14548,6 +14698,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15513,6 +15668,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22389,6 +22549,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26513,6 +26678,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31871,6 +32041,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32219,6 +32394,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32996,6 +33176,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_sites_as_container_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_sites_as_container_mces_golden.json
index 9c83fdbc1d8798..b4dfc7b4885c76 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_sites_as_container_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_sites_as_container_mces_golden.json
@@ -1043,8 +1043,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -1112,6 +1112,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1398,6 +1403,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1970,6 +1980,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2594,6 +2609,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3114,6 +3134,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3270,6 +3295,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3805,6 +3835,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4317,6 +4352,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4797,6 +4837,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5306,6 +5351,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5702,6 +5752,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6072,6 +6127,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6471,6 +6531,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6922,6 +6987,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7344,6 +7414,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7688,6 +7763,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8058,6 +8138,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8324,6 +8409,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8775,6 +8865,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9122,6 +9217,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9495,6 +9595,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9891,6 +9996,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10342,6 +10452,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10496,8 +10611,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10546,6 +10661,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10657,6 +10777,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10766,6 +10891,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10889,6 +11019,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11323,6 +11458,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13284,6 +13424,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13629,6 +13774,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14548,6 +14698,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15513,6 +15668,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22389,6 +22549,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26513,6 +26678,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31871,6 +32041,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32219,6 +32394,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32996,6 +33176,11 @@
                         "platform": "urn:li:dataPlatform:tableau"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/tableau_with_platform_instance_mces_golden.json b/metadata-ingestion/tests/integration/tableau/tableau_with_platform_instance_mces_golden.json
index fdecf887b53056..19ce71da97572f 100644
--- a/metadata-ingestion/tests/integration/tableau/tableau_with_platform_instance_mces_golden.json
+++ b/metadata-ingestion/tests/integration/tableau/tableau_with_platform_instance_mces_golden.json
@@ -817,8 +817,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 5
         }
@@ -887,6 +887,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1174,6 +1179,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -1747,6 +1757,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2372,6 +2387,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -2893,6 +2913,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3050,6 +3075,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -3587,6 +3617,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4100,6 +4135,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -4581,6 +4621,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5091,6 +5136,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5488,6 +5538,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -5859,6 +5914,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6259,6 +6319,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -6711,6 +6776,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7134,6 +7204,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7479,6 +7554,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -7850,6 +7930,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8117,6 +8202,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8569,6 +8659,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -8917,6 +9012,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9291,6 +9391,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -9688,6 +9793,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10140,6 +10250,11 @@
                             "actor": "urn:li:corpuser:unknown"
                         }
                     }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
                 }
             ]
         }
@@ -10294,8 +10409,8 @@
         "json": {
             "timestampMillis": 1638860400000,
             "partitionSpec": {
-                "type": "FULL_TABLE",
-                "partition": "FULL_TABLE_SNAPSHOT"
+                "partition": "FULL_TABLE_SNAPSHOT",
+                "type": "FULL_TABLE"
             },
             "viewsCount": 3
         }
@@ -10345,6 +10460,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/EmailPerformancebyCampaign/EmailPerformancebyCampaign"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10457,6 +10577,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/dvdRentalDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10567,6 +10692,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/dvdrental/Story1"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -10691,6 +10821,11 @@
                         "dashboardUrl": "https://do-not-connect/#/site/acryl/views/ExecutiveDashboard/ExecutiveDashboard"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -11126,6 +11261,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13088,6 +13228,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -13434,6 +13579,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -14354,6 +14504,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -15320,6 +15475,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -22197,6 +22357,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -26322,6 +26487,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -31681,6 +31851,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32030,6 +32205,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
@@ -32809,6 +32989,11 @@
                         "instance": "urn:li:dataPlatformInstance:(urn:li:dataPlatform:tableau,acryl_site1)"
                     }
                 },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": []
+                    }
+                },
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
diff --git a/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py b/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py
index 38a53b323876d1..1665b1401a636a 100644
--- a/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py
+++ b/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py
@@ -21,7 +21,7 @@
 
 from datahub.emitter.mce_builder import DEFAULT_ENV, make_schema_field_urn
 from datahub.emitter.mcp import MetadataChangeProposalWrapper
-from datahub.ingestion.run.pipeline import Pipeline, PipelineContext
+from datahub.ingestion.run.pipeline import Pipeline, PipelineContext, PipelineInitError
 from datahub.ingestion.source.tableau.tableau import (
     TableauConfig,
     TableauSiteSource,
@@ -579,7 +579,10 @@ def test_value_error_projects_and_project_pattern(
     new_config["projects"] = ["default"]
     new_config["project_pattern"] = {"allow": ["^Samples$"]}
 
-    try:
+    with pytest.raises(
+        PipelineInitError,
+        match=r".*projects is deprecated. Please use project_path_pattern only.*",
+    ):
         tableau_ingest_common(
             pytestconfig,
             tmp_path,
@@ -589,8 +592,6 @@ def test_value_error_projects_and_project_pattern(
             mock_datahub_graph,
             pipeline_config=new_config,
         )
-    except Exception as e:
-        assert "projects is deprecated. Please use project_path_pattern only" in str(e)
 
 
 def test_project_pattern_deprecation(pytestconfig, tmp_path, mock_datahub_graph):
@@ -603,7 +604,10 @@ def test_project_pattern_deprecation(pytestconfig, tmp_path, mock_datahub_graph)
     new_config["project_pattern"] = {"allow": ["^Samples$"]}
     new_config["project_path_pattern"] = {"allow": ["^Samples$"]}
 
-    try:
+    with pytest.raises(
+        PipelineInitError,
+        match=r".*project_pattern is deprecated. Please use project_path_pattern only*",
+    ):
         tableau_ingest_common(
             pytestconfig,
             tmp_path,
@@ -613,11 +617,6 @@ def test_project_pattern_deprecation(pytestconfig, tmp_path, mock_datahub_graph)
             mock_datahub_graph,
             pipeline_config=new_config,
         )
-    except Exception as e:
-        assert (
-            "project_pattern is deprecated. Please use project_path_pattern only"
-            in str(e)
-        )
 
 
 def test_project_path_pattern_allow(pytestconfig, tmp_path, mock_datahub_graph):
@@ -1225,6 +1224,100 @@ def test_permission_ingestion(pytestconfig, tmp_path, mock_datahub_graph):
     )
 
 
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_no_hidden_assets(pytestconfig, tmp_path, mock_datahub_graph):
+    enable_logging()
+    output_file_name: str = "tableau_no_hidden_assets_mces.json"
+    golden_file_name: str = "tableau_no_hidden_assets_mces_golden.json"
+
+    new_config = config_source_default.copy()
+    del new_config["projects"]
+    new_config["ingest_hidden_assets"] = False
+
+    tableau_ingest_common(
+        pytestconfig,
+        tmp_path,
+        mock_data(),
+        golden_file_name,
+        output_file_name,
+        mock_datahub_graph,
+        pipeline_config=new_config,
+        pipeline_name="test_tableau_no_hidden_assets_ingest",
+    )
+
+
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_ingest_tags_disabled(pytestconfig, tmp_path, mock_datahub_graph):
+    enable_logging()
+    output_file_name: str = "tableau_ingest_tags_disabled_mces.json"
+    golden_file_name: str = "tableau_ingest_tags_disabled_mces_golden.json"
+
+    new_config = config_source_default.copy()
+    new_config["ingest_tags"] = False
+
+    tableau_ingest_common(
+        pytestconfig,
+        tmp_path,
+        mock_data(),
+        golden_file_name,
+        output_file_name,
+        mock_datahub_graph,
+        pipeline_config=new_config,
+        pipeline_name="test_tableau_ingest_tags_disabled",
+    )
+
+
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_hidden_asset_tags(pytestconfig, tmp_path, mock_datahub_graph):
+    enable_logging()
+    output_file_name: str = "tableau_hidden_asset_tags_mces.json"
+    golden_file_name: str = "tableau_hidden_asset_tags_mces_golden.json"
+
+    new_config = config_source_default.copy()
+    del new_config["projects"]
+    new_config["tags_for_hidden_assets"] = ["hidden", "private"]
+
+    tableau_ingest_common(
+        pytestconfig,
+        tmp_path,
+        mock_data(),
+        golden_file_name,
+        output_file_name,
+        mock_datahub_graph,
+        pipeline_config=new_config,
+        pipeline_name="test_tableau_hidden_asset_tags_ingest",
+    )
+
+
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_hidden_assets_without_ingest_tags(pytestconfig, tmp_path, mock_datahub_graph):
+    enable_logging()
+    output_file_name: str = "tableau_hidden_asset_tags_error_mces.json"
+    golden_file_name: str = "tableau_hidden_asset_tags_error_mces_golden.json"
+
+    new_config = config_source_default.copy()
+    new_config["tags_for_hidden_assets"] = ["hidden", "private"]
+    new_config["ingest_tags"] = False
+
+    with pytest.raises(
+        PipelineInitError,
+        match=r".*tags_for_hidden_assets is only allowed with ingest_tags enabled.*",
+    ):
+        tableau_ingest_common(
+            pytestconfig,
+            tmp_path,
+            mock_data(),
+            golden_file_name,
+            output_file_name,
+            mock_datahub_graph,
+            pipeline_config=new_config,
+        )
+
+
 @freeze_time(FROZEN_TIME)
 @pytest.mark.integration
 def test_permission_mode_switched_error(pytestconfig, tmp_path, mock_datahub_graph):

From 2babbe6b0f1e48ca8d66e3c082816de2247e6028 Mon Sep 17 00:00:00 2001
From: Harshal Sheth <hsheth2@gmail.com>
Date: Mon, 9 Dec 2024 14:08:49 -0500
Subject: [PATCH 14/54] feat(airflow): drop Airflow < 2.3 support + make plugin
 v2 the default (#12056)

---
 .github/workflows/airflow-plugin.yml          |  16 +-
 docs/how/updating-datahub.md                  |   2 +
 docs/lineage/airflow.md                       |  24 +--
 .../airflow-plugin/build.gradle               |   2 +-
 .../airflow-plugin/setup.py                   |  14 +-
 .../datahub_airflow_plugin/_airflow_shims.py  |   4 +-
 .../datahub_listener.py                       |   3 +-
 .../integration/goldens/v1_basic_iolets.json  |  54 ++++++-
 .../integration/goldens/v1_simple_dag.json    | 142 ++++++++++++++++--
 .../tests/integration/test_plugin.py          |  24 ++-
 .../airflow-plugin/tox.ini                    |  28 ++--
 11 files changed, 241 insertions(+), 72 deletions(-)

diff --git a/.github/workflows/airflow-plugin.yml b/.github/workflows/airflow-plugin.yml
index 66a08dc63aa0de..1fdfc52857b011 100644
--- a/.github/workflows/airflow-plugin.yml
+++ b/.github/workflows/airflow-plugin.yml
@@ -34,29 +34,21 @@ jobs:
         include:
           # Note: this should be kept in sync with tox.ini.
           - python-version: "3.8"
-            extra_pip_requirements: "apache-airflow~=2.1.4"
-            extra_pip_extras: plugin-v1
-          - python-version: "3.8"
-            extra_pip_requirements: "apache-airflow~=2.2.4"
-            extra_pip_extras: plugin-v1
+            extra_pip_requirements: "apache-airflow~=2.3.4"
+            extra_pip_extras: test-airflow23
           - python-version: "3.10"
             extra_pip_requirements: "apache-airflow~=2.4.3"
-            extra_pip_extras: plugin-v2,test-airflow24
+            extra_pip_extras: test-airflow24
           - python-version: "3.10"
             extra_pip_requirements: "apache-airflow~=2.6.3 -c https://raw.githubusercontent.com/apache/airflow/constraints-2.6.3/constraints-3.10.txt"
-            extra_pip_extras: plugin-v2
           - python-version: "3.10"
             extra_pip_requirements: "apache-airflow~=2.7.3 -c https://raw.githubusercontent.com/apache/airflow/constraints-2.7.3/constraints-3.10.txt"
-            extra_pip_extras: plugin-v2
           - python-version: "3.10"
             extra_pip_requirements: "apache-airflow~=2.8.1 -c https://raw.githubusercontent.com/apache/airflow/constraints-2.8.1/constraints-3.10.txt"
-            extra_pip_extras: plugin-v2
           - python-version: "3.11"
             extra_pip_requirements: "apache-airflow~=2.9.3 -c https://raw.githubusercontent.com/apache/airflow/constraints-2.9.3/constraints-3.11.txt"
-            extra_pip_extras: plugin-v2
           - python-version: "3.11"
-            extra_pip_requirements: "apache-airflow~=2.10.2 -c https://raw.githubusercontent.com/apache/airflow/constraints-2.10.2/constraints-3.11.txt"
-            extra_pip_extras: plugin-v2
+            extra_pip_requirements: "apache-airflow~=2.10.3 -c https://raw.githubusercontent.com/apache/airflow/constraints-2.10.3/constraints-3.11.txt"
       fail-fast: false
     steps:
       - name: Set up JDK 17
diff --git a/docs/how/updating-datahub.md b/docs/how/updating-datahub.md
index 087e30c2e541ad..3f9de1ff2f7f9e 100644
--- a/docs/how/updating-datahub.md
+++ b/docs/how/updating-datahub.md
@@ -35,6 +35,8 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
 
 - #11701: The Fivetran `sources_to_database` field is deprecated in favor of setting directly within `sources_to_platform_instance.<key>.database`.
 - #11742: For PowerBi ingestion, `use_powerbi_email` is now enabled by default when extracting ownership information.
+- #12056: The DataHub Airflow plugin no longer supports Airflow 2.1 and Airflow 2.2.
+- #12056: The DataHub Airflow plugin now defaults to the v2 plugin implementation.
 
 ### Breaking Changes
 
diff --git a/docs/lineage/airflow.md b/docs/lineage/airflow.md
index 829c048a8f8e24..2bd58334933fb7 100644
--- a/docs/lineage/airflow.md
+++ b/docs/lineage/airflow.md
@@ -13,14 +13,14 @@ The DataHub Airflow plugin supports:
 - Task run information, including task successes and failures.
 - Manual lineage annotations using `inlets` and `outlets` on Airflow operators.
 
-There's two actively supported implementations of the plugin, with different Airflow version support.
+There's two implementations of the plugin, with different Airflow version support.
 
-| Approach  | Airflow Version | Notes                                                                       |
-| --------- | --------------- | --------------------------------------------------------------------------- |
-| Plugin v2 | 2.3.4+          | Recommended. Requires Python 3.8+                                           |
-| Plugin v1 | 2.1 - 2.8       | No automatic lineage extraction; may not extract lineage if the task fails. |
+| Approach  | Airflow Versions | Notes                                                                                   |
+| --------- | ---------------- | --------------------------------------------------------------------------------------- |
+| Plugin v2 | 2.3.4+           | Recommended. Requires Python 3.8+                                                       |
+| Plugin v1 | 2.3 - 2.8        | Deprecated. No automatic lineage extraction; may not extract lineage if the task fails. |
 
-If you're using Airflow older than 2.1, it's possible to use the v1 plugin with older versions of `acryl-datahub-airflow-plugin`. See the [compatibility section](#compatibility) for more details.
+If you're using Airflow older than 2.3, it's possible to use the v1 plugin with older versions of `acryl-datahub-airflow-plugin`. See the [compatibility section](#compatibility) for more details.
 
 <!-- TODO: Update the local Airflow guide and link to it here. -->
 <!-- If you are looking to run Airflow and DataHub using docker locally, follow the guide [here](../../docker/airflow/local_airflow.md). -->
@@ -29,7 +29,7 @@ If you're using Airflow older than 2.1, it's possible to use the v1 plugin with
 
 ### Installation
 
-The v2 plugin requires Airflow 2.3+ and Python 3.8+. If you don't meet these requirements, use the v1 plugin instead.
+The v2 plugin requires Airflow 2.3+ and Python 3.8+. If you don't meet these requirements, see the [compatibility section](#compatibility) for other options.
 
 ```shell
 pip install 'acryl-datahub-airflow-plugin[plugin-v2]'
@@ -84,9 +84,10 @@ enabled = True  # default
 
 ### Installation
 
-The v1 plugin requires Airflow 2.1 - 2.8 and Python 3.8+. If you're on older versions, it's still possible to use an older version of the plugin. See the [compatibility section](#compatibility) for more details.
+The v1 plugin requires Airflow 2.3 - 2.8 and Python 3.8+. If you're on older versions, it's still possible to use an older version of the plugin. See the [compatibility section](#compatibility) for more details.
 
-If you're using Airflow 2.3+, we recommend using the v2 plugin instead. If you need to use the v1 plugin with Airflow 2.3+, you must also set the environment variable `DATAHUB_AIRFLOW_PLUGIN_USE_V1_PLUGIN=true`.
+Note that the v1 plugin is less featureful than the v2 plugin, and is overall not actively maintained.
+Since datahub v0.15.0, the v2 plugin has been the default. If you need to use the v1 plugin with `acryl-datahub-airflow-plugin` v0.15.0+, you must also set the environment variable `DATAHUB_AIRFLOW_PLUGIN_USE_V1_PLUGIN=true`.
 
 ```shell
 pip install 'acryl-datahub-airflow-plugin[plugin-v1]'
@@ -340,11 +341,12 @@ The solution is to upgrade `acryl-datahub-airflow-plugin>=0.12.0.4` or upgrade `
 
 ## Compatibility
 
-We no longer officially support Airflow <2.1. However, you can use older versions of `acryl-datahub-airflow-plugin` with older versions of Airflow.
-Both of these options support Python 3.7+.
+We no longer officially support Airflow <2.3. However, you can use older versions of `acryl-datahub-airflow-plugin` with older versions of Airflow.
+The first two options support Python 3.7+, and the last option supports Python 3.8+.
 
 - Airflow 1.10.x, use DataHub plugin v1 with acryl-datahub-airflow-plugin <= 0.9.1.0.
 - Airflow 2.0.x, use DataHub plugin v1 with acryl-datahub-airflow-plugin <= 0.11.0.1.
+- Airflow 2.2.x, use DataHub plugin v2 with acryl-datahub-airflow-plugin <= 0.14.1.5.
 
 DataHub also previously supported an Airflow [lineage backend](https://airflow.apache.org/docs/apache-airflow/2.2.0/lineage.html#lineage-backend) implementation. While the implementation is still in our codebase, it is deprecated and will be removed in a future release.
 Note that the lineage backend did not support automatic lineage extraction, did not capture task failures, and did not work in AWS MWAA.
diff --git a/metadata-ingestion-modules/airflow-plugin/build.gradle b/metadata-ingestion-modules/airflow-plugin/build.gradle
index f30858ba6a14ef..68a35c0dfc417b 100644
--- a/metadata-ingestion-modules/airflow-plugin/build.gradle
+++ b/metadata-ingestion-modules/airflow-plugin/build.gradle
@@ -13,7 +13,7 @@ if (!project.hasProperty("extra_pip_requirements")) {
     ext.extra_pip_requirements = ""
 }
 if (!project.hasProperty("extra_pip_extras")) {
-    ext.extra_pip_extras = "plugin-v2"
+    ext.extra_pip_extras = ""
 }
 // If extra_pip_extras is non-empty, we need to add a comma to the beginning of the string.
 if (extra_pip_extras != "") {
diff --git a/metadata-ingestion-modules/airflow-plugin/setup.py b/metadata-ingestion-modules/airflow-plugin/setup.py
index 02a0bbb6022e04..3209233184d55a 100644
--- a/metadata-ingestion-modules/airflow-plugin/setup.py
+++ b/metadata-ingestion-modules/airflow-plugin/setup.py
@@ -24,8 +24,8 @@ def get_long_description():
 
 base_requirements = {
     f"acryl-datahub[datahub-rest]{_self_pin}",
-    # Actual dependencies.
-    "apache-airflow >= 2.0.2",
+    # We require Airflow 2.3.x, since we need the new DAG listener API.
+    "apache-airflow>=2.3.0",
 }
 
 plugins: Dict[str, Set[str]] = {
@@ -44,12 +44,13 @@ def get_long_description():
         # We remain restrictive on the versions allowed here to prevent
         # us from being broken by backwards-incompatible changes in the
         # underlying package.
-        "openlineage-airflow>=1.2.0,<=1.22.0",
+        "openlineage-airflow>=1.2.0,<=1.25.0",
     },
 }
 
-# Include datahub-rest in the base requirements.
+# Require some plugins by default.
 base_requirements.update(plugins["datahub-rest"])
+base_requirements.update(plugins["plugin-v2"])
 
 
 mypy_stubs = {
@@ -109,6 +110,11 @@ def get_long_description():
     "apache-airflow-providers-sqlite",
 }
 per_version_test_requirements = {
+    "test-airflow23": {
+        "pendulum<3.0",
+        "Flask-Session<0.6.0",
+        "connexion<3.0",
+    },
     "test-airflow24": {
         "pendulum<3.0",
         "Flask-Session<0.6.0",
diff --git a/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/_airflow_shims.py b/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/_airflow_shims.py
index c1e2dd4cc422d0..d86a46e042e8f8 100644
--- a/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/_airflow_shims.py
+++ b/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/_airflow_shims.py
@@ -46,7 +46,7 @@ def get_task_inlets(operator: "Operator") -> List:
         return operator._inlets  # type: ignore[attr-defined, union-attr]
     if hasattr(operator, "get_inlet_defs"):
         return operator.get_inlet_defs()  # type: ignore[attr-defined]
-    return operator.inlets
+    return operator.inlets or []
 
 
 def get_task_outlets(operator: "Operator") -> List:
@@ -56,7 +56,7 @@ def get_task_outlets(operator: "Operator") -> List:
         return operator._outlets  # type: ignore[attr-defined, union-attr]
     if hasattr(operator, "get_outlet_defs"):
         return operator.get_outlet_defs()
-    return operator.outlets
+    return operator.outlets or []
 
 
 __all__ = [
diff --git a/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py b/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py
index e00cf51ea456cc..aa7b3108f64f1e 100644
--- a/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py
+++ b/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py
@@ -74,7 +74,7 @@ def hookimpl(f: _F) -> _F:  # type: ignore[misc] # noqa: F811
     "1",
 )
 _RUN_IN_THREAD_TIMEOUT = float(
-    os.getenv("DATAHUB_AIRFLOW_PLUGIN_RUN_IN_THREAD_TIMEOUT", 15)
+    os.getenv("DATAHUB_AIRFLOW_PLUGIN_RUN_IN_THREAD_TIMEOUT", 10)
 )
 _DATAHUB_CLEANUP_DAG = "Datahub_Cleanup"
 
@@ -102,6 +102,7 @@ def get_airflow_plugin_listener() -> Optional["DataHubListener"]:
                     "capture_tags": plugin_config.capture_tags_info,
                     "capture_ownership": plugin_config.capture_ownership_info,
                     "enable_extractors": plugin_config.enable_extractors,
+                    "render_templates": plugin_config.render_templates,
                     "disable_openlineage_plugin": plugin_config.disable_openlineage_plugin,
                 },
             )
diff --git a/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_basic_iolets.json b/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_basic_iolets.json
index fd10f858d00fb6..4c21b7ed4000dc 100644
--- a/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_basic_iolets.json
+++ b/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_basic_iolets.json
@@ -14,7 +14,7 @@
                 "fileloc": "<fileloc>",
                 "is_paused_upon_creation": "None",
                 "start_date": "DateTime(2023, 1, 1, 0, 0, 0, tzinfo=Timezone('UTC'))",
-                "tags": "None",
+                "tags": "[]",
                 "timezone": "Timezone('UTC')"
             },
             "externalUrl": "http://airflow.example.com/tree?dag_id=basic_iolets",
@@ -83,7 +83,7 @@
                 "execution_timeout": "None",
                 "sla": "None",
                 "task_id": "'run_data_task'",
-                "trigger_rule": "'all_success'",
+                "trigger_rule": "<TriggerRule.ALL_SUCCESS: 'all_success'>",
                 "wait_for_downstream": "False",
                 "downstream_task_ids": "[]",
                 "inlets": "[]",
@@ -246,6 +246,46 @@
         }
     }
 },
+{
+    "entityType": "dataJob",
+    "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,basic_iolets,prod),run_data_task)",
+    "changeType": "UPSERT",
+    "aspectName": "dataJobInfo",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "depends_on_past": "False",
+                "email": "None",
+                "label": "'run_data_task'",
+                "execution_timeout": "None",
+                "sla": "None",
+                "task_id": "'run_data_task'",
+                "trigger_rule": "<TriggerRule.ALL_SUCCESS: 'all_success'>",
+                "wait_for_downstream": "False",
+                "downstream_task_ids": "[]",
+                "inlets": "[]",
+                "outlets": "[]"
+            },
+            "externalUrl": "http://airflow.example.com/taskinstance/list/?flt1_dag_id_equals=basic_iolets&_flt_3_task_id=run_data_task",
+            "name": "run_data_task",
+            "type": {
+                "string": "COMMAND"
+            },
+            "env": "PROD"
+        }
+    }
+},
+{
+    "entityType": "dataJob",
+    "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,basic_iolets,prod),run_data_task)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    }
+},
 {
     "entityType": "dataJob",
     "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,basic_iolets,prod),run_data_task)",
@@ -402,16 +442,16 @@
                 "state": "success",
                 "operator": "BashOperator",
                 "priority_weight": "1",
-                "log_url": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_data_task&dag_id=basic_iolets",
+                "log_url": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_data_task&dag_id=basic_iolets&map_index=-1",
                 "orchestrator": "airflow",
                 "dag_id": "basic_iolets",
                 "task_id": "run_data_task"
             },
-            "externalUrl": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_data_task&dag_id=basic_iolets",
+            "externalUrl": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_data_task&dag_id=basic_iolets&map_index=-1",
             "name": "basic_iolets_run_data_task_manual_run_test",
             "type": "BATCH_AD_HOC",
             "created": {
-                "time": 1717180290951,
+                "time": 1733529136396,
                 "actor": "urn:li:corpuser:datahub"
             }
         }
@@ -544,7 +584,7 @@
     "aspectName": "dataProcessInstanceRunEvent",
     "aspect": {
         "json": {
-            "timestampMillis": 1717180290951,
+            "timestampMillis": 1733529136396,
             "partitionSpec": {
                 "partition": "FULL_TABLE_SNAPSHOT",
                 "type": "FULL_TABLE"
@@ -561,7 +601,7 @@
     "aspectName": "dataProcessInstanceRunEvent",
     "aspect": {
         "json": {
-            "timestampMillis": 1717180291140,
+            "timestampMillis": 1733529137385,
             "partitionSpec": {
                 "partition": "FULL_TABLE_SNAPSHOT",
                 "type": "FULL_TABLE"
diff --git a/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_simple_dag.json b/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_simple_dag.json
index 5c5be6848fd839..b6ab1ff9120f25 100644
--- a/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_simple_dag.json
+++ b/metadata-ingestion-modules/airflow-plugin/tests/integration/goldens/v1_simple_dag.json
@@ -14,7 +14,7 @@
                 "fileloc": "<fileloc>",
                 "is_paused_upon_creation": "None",
                 "start_date": "DateTime(2023, 1, 1, 0, 0, 0, tzinfo=Timezone('UTC'))",
-                "tags": "None",
+                "tags": "[]",
                 "timezone": "Timezone('UTC')"
             },
             "externalUrl": "http://airflow.example.com/tree?dag_id=simple_dag",
@@ -84,7 +84,7 @@
                 "execution_timeout": "None",
                 "sla": "None",
                 "task_id": "'task_1'",
-                "trigger_rule": "'all_success'",
+                "trigger_rule": "<TriggerRule.ALL_SUCCESS: 'all_success'>",
                 "wait_for_downstream": "False",
                 "downstream_task_ids": "['run_another_data_task']",
                 "inlets": "[]",
@@ -205,6 +205,46 @@
         }
     }
 },
+{
+    "entityType": "dataJob",
+    "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,simple_dag,prod),task_1)",
+    "changeType": "UPSERT",
+    "aspectName": "dataJobInfo",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "depends_on_past": "False",
+                "email": "None",
+                "label": "'task_1'",
+                "execution_timeout": "None",
+                "sla": "None",
+                "task_id": "'task_1'",
+                "trigger_rule": "<TriggerRule.ALL_SUCCESS: 'all_success'>",
+                "wait_for_downstream": "False",
+                "downstream_task_ids": "['run_another_data_task']",
+                "inlets": "[]",
+                "outlets": "[]"
+            },
+            "externalUrl": "http://airflow.example.com/taskinstance/list/?flt1_dag_id_equals=simple_dag&_flt_3_task_id=task_1",
+            "name": "task_1",
+            "type": {
+                "string": "COMMAND"
+            },
+            "env": "PROD"
+        }
+    }
+},
+{
+    "entityType": "dataJob",
+    "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,simple_dag,prod),task_1)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    }
+},
 {
     "entityType": "dataJob",
     "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,simple_dag,prod),task_1)",
@@ -319,16 +359,16 @@
                 "state": "success",
                 "operator": "BashOperator",
                 "priority_weight": "2",
-                "log_url": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=task_1&dag_id=simple_dag",
+                "log_url": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=task_1&dag_id=simple_dag&map_index=-1",
                 "orchestrator": "airflow",
                 "dag_id": "simple_dag",
                 "task_id": "task_1"
             },
-            "externalUrl": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=task_1&dag_id=simple_dag",
+            "externalUrl": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=task_1&dag_id=simple_dag&map_index=-1",
             "name": "simple_dag_task_1_manual_run_test",
             "type": "BATCH_AD_HOC",
             "created": {
-                "time": 1717180227827,
+                "time": 1733528983395,
                 "actor": "urn:li:corpuser:datahub"
             }
         }
@@ -419,7 +459,7 @@
     "aspectName": "dataProcessInstanceRunEvent",
     "aspect": {
         "json": {
-            "timestampMillis": 1717180227827,
+            "timestampMillis": 1733528983395,
             "partitionSpec": {
                 "partition": "FULL_TABLE_SNAPSHOT",
                 "type": "FULL_TABLE"
@@ -436,7 +476,7 @@
     "aspectName": "dataProcessInstanceRunEvent",
     "aspect": {
         "json": {
-            "timestampMillis": 1717180228022,
+            "timestampMillis": 1733528984355,
             "partitionSpec": {
                 "partition": "FULL_TABLE_SNAPSHOT",
                 "type": "FULL_TABLE"
@@ -449,6 +489,42 @@
         }
     }
 },
+{
+    "entityType": "dataFlow",
+    "entityUrn": "urn:li:dataFlow:(airflow,simple_dag,prod)",
+    "changeType": "UPSERT",
+    "aspectName": "dataFlowInfo",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "_access_control": "None",
+                "catchup": "False",
+                "description": "'A simple DAG that runs a few fake data tasks.'",
+                "doc_md": "None",
+                "fileloc": "<fileloc>",
+                "is_paused_upon_creation": "None",
+                "start_date": "DateTime(2023, 1, 1, 0, 0, 0, tzinfo=Timezone('UTC'))",
+                "tags": "[]",
+                "timezone": "Timezone('UTC')"
+            },
+            "externalUrl": "http://airflow.example.com/tree?dag_id=simple_dag",
+            "name": "simple_dag",
+            "description": "A simple DAG that runs a few fake data tasks.",
+            "env": "PROD"
+        }
+    }
+},
+{
+    "entityType": "dataFlow",
+    "entityUrn": "urn:li:dataFlow:(airflow,simple_dag,prod)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    }
+},
 {
     "entityType": "dataFlow",
     "entityUrn": "urn:li:dataFlow:(airflow,simple_dag,prod)",
@@ -498,7 +574,7 @@
                 "execution_timeout": "None",
                 "sla": "None",
                 "task_id": "'run_another_data_task'",
-                "trigger_rule": "'all_success'",
+                "trigger_rule": "<TriggerRule.ALL_SUCCESS: 'all_success'>",
                 "wait_for_downstream": "False",
                 "downstream_task_ids": "[]",
                 "inlets": "[]",
@@ -575,6 +651,46 @@
         }
     }
 },
+{
+    "entityType": "dataJob",
+    "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,simple_dag,prod),run_another_data_task)",
+    "changeType": "UPSERT",
+    "aspectName": "dataJobInfo",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "depends_on_past": "False",
+                "email": "None",
+                "label": "'run_another_data_task'",
+                "execution_timeout": "None",
+                "sla": "None",
+                "task_id": "'run_another_data_task'",
+                "trigger_rule": "<TriggerRule.ALL_SUCCESS: 'all_success'>",
+                "wait_for_downstream": "False",
+                "downstream_task_ids": "[]",
+                "inlets": "[]",
+                "outlets": "[]"
+            },
+            "externalUrl": "http://airflow.example.com/taskinstance/list/?flt1_dag_id_equals=simple_dag&_flt_3_task_id=run_another_data_task",
+            "name": "run_another_data_task",
+            "type": {
+                "string": "COMMAND"
+            },
+            "env": "PROD"
+        }
+    }
+},
+{
+    "entityType": "dataJob",
+    "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,simple_dag,prod),run_another_data_task)",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    }
+},
 {
     "entityType": "dataJob",
     "entityUrn": "urn:li:dataJob:(urn:li:dataFlow:(airflow,simple_dag,prod),run_another_data_task)",
@@ -645,16 +761,16 @@
                 "state": "success",
                 "operator": "BashOperator",
                 "priority_weight": "1",
-                "log_url": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_another_data_task&dag_id=simple_dag",
+                "log_url": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_another_data_task&dag_id=simple_dag&map_index=-1",
                 "orchestrator": "airflow",
                 "dag_id": "simple_dag",
                 "task_id": "run_another_data_task"
             },
-            "externalUrl": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_another_data_task&dag_id=simple_dag",
+            "externalUrl": "http://airflow.example.com/log?execution_date=2023-09-27T21%3A34%3A38%2B00%3A00&task_id=run_another_data_task&dag_id=simple_dag&map_index=-1",
             "name": "simple_dag_run_another_data_task_manual_run_test",
             "type": "BATCH_AD_HOC",
             "created": {
-                "time": 1717180231676,
+                "time": 1733528992448,
                 "actor": "urn:li:corpuser:datahub"
             }
         }
@@ -679,7 +795,7 @@
     "aspectName": "dataProcessInstanceRunEvent",
     "aspect": {
         "json": {
-            "timestampMillis": 1717180231676,
+            "timestampMillis": 1733528992448,
             "partitionSpec": {
                 "partition": "FULL_TABLE_SNAPSHOT",
                 "type": "FULL_TABLE"
@@ -696,7 +812,7 @@
     "aspectName": "dataProcessInstanceRunEvent",
     "aspect": {
         "json": {
-            "timestampMillis": 1717180231824,
+            "timestampMillis": 1733528993380,
             "partitionSpec": {
                 "partition": "FULL_TABLE_SNAPSHOT",
                 "type": "FULL_TABLE"
diff --git a/metadata-ingestion-modules/airflow-plugin/tests/integration/test_plugin.py b/metadata-ingestion-modules/airflow-plugin/tests/integration/test_plugin.py
index 75bb43af1a43dd..3b2c9140e4632f 100644
--- a/metadata-ingestion-modules/airflow-plugin/tests/integration/test_plugin.py
+++ b/metadata-ingestion-modules/airflow-plugin/tests/integration/test_plugin.py
@@ -12,6 +12,7 @@
 import time
 from typing import Any, Iterator, Sequence
 
+import packaging.version
 import pytest
 import requests
 import tenacity
@@ -20,6 +21,7 @@
 from datahub.testing.compare_metadata_json import assert_metadata_files_equal
 
 from datahub_airflow_plugin._airflow_shims import (
+    AIRFLOW_VERSION,
     HAS_AIRFLOW_DAG_LISTENER_API,
     HAS_AIRFLOW_LISTENER_API,
     HAS_AIRFLOW_STANDALONE_CMD,
@@ -242,6 +244,7 @@ def _run_airflow(
         # Note that we could also disable the RUN_IN_THREAD entirely,
         # but I want to minimize the difference between CI and prod.
         "DATAHUB_AIRFLOW_PLUGIN_RUN_IN_THREAD_TIMEOUT": "30",
+        "DATAHUB_AIRFLOW_PLUGIN_USE_V1_PLUGIN": "true" if is_v1 else "false",
         # Convenience settings.
         "AIRFLOW__DATAHUB__LOG_LEVEL": "DEBUG",
         "AIRFLOW__DATAHUB__DEBUG_EMITTER": "True",
@@ -361,7 +364,6 @@ class DagTestCase:
 @pytest.mark.parametrize(
     ["golden_filename", "test_case", "is_v1"],
     [
-        # On Airflow <= 2.2, test plugin v1.
         *[
             pytest.param(
                 f"v1_{test_case.dag_id}",
@@ -369,8 +371,8 @@ class DagTestCase:
                 True,
                 id=f"v1_{test_case.dag_id}",
                 marks=pytest.mark.skipif(
-                    HAS_AIRFLOW_LISTENER_API,
-                    reason="Not testing plugin v1 on newer Airflow versions",
+                    AIRFLOW_VERSION >= packaging.version.parse("2.4.0"),
+                    reason="We only test the v1 plugin on Airflow 2.3",
                 ),
             )
             for test_case in test_cases
@@ -391,10 +393,18 @@ class DagTestCase:
                     if HAS_AIRFLOW_DAG_LISTENER_API
                     else f"v2_{test_case.dag_id}_no_dag_listener"
                 ),
-                marks=pytest.mark.skipif(
-                    not HAS_AIRFLOW_LISTENER_API,
-                    reason="Cannot test plugin v2 without the Airflow plugin listener API",
-                ),
+                marks=[
+                    pytest.mark.skipif(
+                        not HAS_AIRFLOW_LISTENER_API,
+                        reason="Cannot test plugin v2 without the Airflow plugin listener API",
+                    ),
+                    pytest.mark.skipif(
+                        AIRFLOW_VERSION < packaging.version.parse("2.4.0"),
+                        reason="We skip testing the v2 plugin on Airflow 2.3 because it causes flakiness in the custom properties. "
+                        "Ideally we'd just fix these, but given that Airflow 2.3 is EOL and likely going to be deprecated "
+                        "soon anyways, it's not worth the effort.",
+                    ),
+                ],
             )
             for test_case in test_cases
         ],
diff --git a/metadata-ingestion-modules/airflow-plugin/tox.ini b/metadata-ingestion-modules/airflow-plugin/tox.ini
index 28c0b9532bcb8e..b310ec84248f17 100644
--- a/metadata-ingestion-modules/airflow-plugin/tox.ini
+++ b/metadata-ingestion-modules/airflow-plugin/tox.ini
@@ -4,17 +4,24 @@
 # and then run "tox" from this directory.
 
 [tox]
-envlist = py38-airflow21, py38-airflow22, py310-airflow24, py310-airflow26, py310-airflow27, py310-airflow28, py311-airflow29, py311-airflow210
+envlist = py38-airflow23, py310-airflow24, py310-airflow26, py310-airflow27, py310-airflow28, py311-airflow29, py311-airflow210
 
 [testenv]
 use_develop = true
-extras = dev,integration-tests,plugin-v1
+extras =
+    dev
+    integration-tests
+    plugin-v1
+    plugin-v2
+    # For Airflow 2.3 and 2.4, add a few extra requirements.
+    airflow23: test-airflow23
+    airflow24: test-airflow24
+
 deps =
     # This should be kept in sync with the Github Actions matrix.
     -e ../../metadata-ingestion/
     # Airflow version
-    airflow21: apache-airflow~=2.1.0
-    airflow22: apache-airflow~=2.2.0
+    airflow23: apache-airflow~=2.3.0
     airflow24: apache-airflow~=2.4.0
     airflow26: apache-airflow~=2.6.0
     airflow27: apache-airflow~=2.7.0
@@ -23,7 +30,8 @@ deps =
     airflow210: apache-airflow~=2.10.0
 
     # Respect the Airflow constraints files.
-    # We can't make ourselves work with the constraints of Airflow < 2.3.
+    # We can't make ourselves work with the constraints of Airflow <= 2.3.
+    ; py38-airflow23: -c https://raw.githubusercontent.com/apache/airflow/constraints-2.3.4/constraints-3.8.txt
     # The Airflow 2.4 constraints file requires a version of the sqlite provider whose
     # hook type is missing the `conn_name_attr` property.
     ; py310-airflow24: -c https://raw.githubusercontent.com/apache/airflow/constraints-2.4.3/constraints-3.10.txt
@@ -31,7 +39,7 @@ deps =
     py310-airflow27: -c https://raw.githubusercontent.com/apache/airflow/constraints-2.7.3/constraints-3.10.txt
     py310-airflow28: -c https://raw.githubusercontent.com/apache/airflow/constraints-2.8.1/constraints-3.10.txt
     py311-airflow29: -c https://raw.githubusercontent.com/apache/airflow/constraints-2.9.3/constraints-3.11.txt
-    py311-airflow210: -c https://raw.githubusercontent.com/apache/airflow/constraints-2.10.2/constraints-3.11.txt
+    py311-airflow210: -c https://raw.githubusercontent.com/apache/airflow/constraints-2.10.3/constraints-3.11.txt
 
     # Before pinning to the constraint files, we previously left the dependencies
     # more open. There were a number of packages for which this caused issues.
@@ -54,11 +62,3 @@ deps =
     ; airflow24,airflow26,airflow27,airflow28: Flask-Session<0.6.0
 commands =
     pytest --cov-append {posargs}
-
-# For Airflow 2.4+, add the plugin-v2 extra.
-[testenv:py310-airflow24]
-extras = dev,integration-tests,plugin-v2,test-airflow24
-
-[testenv:py3{10,11}-airflow{26,27,28,29,210}]
-extras = dev,integration-tests,plugin-v2
-

From bb67af03c5147b53df5fee1511d968091de28718 Mon Sep 17 00:00:00 2001
From: Jay <159848059+jayacryl@users.noreply.github.com>
Date: Mon, 9 Dec 2024 14:17:18 -0500
Subject: [PATCH 15/54] fix(web) disallow deselecting all degrees on impact
 analysis view (#12063)

---
 .../src/app/search/SimpleSearchFilters.tsx       | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/datahub-web-react/src/app/search/SimpleSearchFilters.tsx b/datahub-web-react/src/app/search/SimpleSearchFilters.tsx
index 416b04403723f5..877efb55fcf828 100644
--- a/datahub-web-react/src/app/search/SimpleSearchFilters.tsx
+++ b/datahub-web-react/src/app/search/SimpleSearchFilters.tsx
@@ -4,7 +4,12 @@ import { FacetFilterInput, FacetMetadata } from '../../types.generated';
 import { FilterScenarioType } from './filters/render/types';
 import { useFilterRendererRegistry } from './filters/render/useFilterRenderer';
 import { SimpleSearchFilter } from './SimpleSearchFilter';
-import { ENTITY_FILTER_NAME, ENTITY_INDEX_FILTER_NAME, LEGACY_ENTITY_FILTER_NAME } from './utils/constants';
+import {
+    DEGREE_FILTER_NAME,
+    ENTITY_FILTER_NAME,
+    ENTITY_INDEX_FILTER_NAME,
+    LEGACY_ENTITY_FILTER_NAME,
+} from './utils/constants';
 
 const TOP_FILTERS = ['degree', ENTITY_FILTER_NAME, 'platform', 'tags', 'glossaryTerms', 'domains', 'owners'];
 
@@ -43,6 +48,15 @@ export const SimpleSearchFilters = ({ facets, selectedFilters, onFilterSelect, l
                           : filter,
                   )
                   .filter((filter) => filter.field !== field || !(filter.values?.length === 0));
+
+        // Do not let user unselect all degree filters
+        if (field === DEGREE_FILTER_NAME && !selected) {
+            const hasDegreeFilter = newFilters.find((filter) => filter.field === DEGREE_FILTER_NAME);
+            if (!hasDegreeFilter) {
+                return;
+            }
+        }
+
         setCachedProps({ ...cachedProps, selectedFilters: newFilters });
         onFilterSelect(newFilters);
     };

From 8a1c1804b767d4cb3f36bf76e79e799a4088a03c Mon Sep 17 00:00:00 2001
From: kanavnarula <33712591+kanavnarula@users.noreply.github.com>
Date: Tue, 10 Dec 2024 02:33:09 +0530
Subject: [PATCH 16/54] feat(): Add parent container hierarchy label to the
 container (#11705)

Co-authored-by: mac <mac@192.168.1.7>
Co-authored-by: david-leifker <114954101+david-leifker@users.noreply.github.com>
Co-authored-by: Kanav Narula <kanav_narula@optum.com>
Co-authored-by: mac <mac@192.168.1.2>
Co-authored-by: mac <mac@192.168.1.6>
---
 .../sidebar/Container/ContainerSelectModal.tsx     | 14 +++++++++++++-
 .../src/app/search/SearchFilterLabel.tsx           | 11 ++++++++++-
 .../src/app/search/filters/FilterOption.tsx        |  3 ++-
 datahub-web-react/src/app/search/filters/utils.tsx | 14 ++++++++++++++
 datahub-web-react/src/graphql/fragments.graphql    |  1 +
 datahub-web-react/src/graphql/search.graphql       |  3 +++
 6 files changed, 43 insertions(+), 3 deletions(-)

diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/Container/ContainerSelectModal.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/Container/ContainerSelectModal.tsx
index 681f89831b92c4..818d75c37696dc 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/Container/ContainerSelectModal.tsx
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/Container/ContainerSelectModal.tsx
@@ -5,6 +5,8 @@ import { useGetSearchResultsLazyQuery } from '../../../../../../../graphql/searc
 import { Container, Entity, EntityType } from '../../../../../../../types.generated';
 import { useEnterKeyListener } from '../../../../../../shared/useEnterKeyListener';
 import { useEntityRegistry } from '../../../../../../useEntityRegistry';
+import { getParentEntities } from '../../../../../../search/filters/utils';
+import ParentEntities from '../../../../../../search/filters/ParentEntities';
 
 type Props = {
     onCloseModal: () => void;
@@ -26,7 +28,7 @@ const StyleTag = styled(Tag)`
     align-items: center;
 `;
 
-const PreviewImage = styled.img`
+export const PreviewImage = styled.img`
     max-height: 18px;
     width: auto;
     object-fit: contain;
@@ -34,6 +36,10 @@ const PreviewImage = styled.img`
     margin-right: 4px;
 `;
 
+export const ParentWrapper = styled.div`
+    max-width: 400px;
+`;
+
 export const ContainerSelectModal = ({ onCloseModal, defaultValues, onOkOverride, titleOverride }: Props) => {
     const [containerSearch, { data: platforSearchData }] = useGetSearchResultsLazyQuery();
     const entityRegistry = useEntityRegistry();
@@ -65,10 +71,16 @@ export const ContainerSelectModal = ({ onCloseModal, defaultValues, onOkOverride
     // Renders a search result in the select dropdown.
     const renderSearchResult = (entity: Container) => {
         const displayName = entityRegistry.getDisplayName(EntityType.Container, entity);
+        const parentEntities: Entity[] = getParentEntities(entity as Entity) || [];
 
         const truncatedDisplayName = displayName.length > 25 ? `${displayName.slice(0, 25)}...` : displayName;
         return (
             <Tooltip title={displayName}>
+                {parentEntities.length > 0 && (
+                    <ParentWrapper>
+                        <ParentEntities parentEntities={parentEntities} />
+                    </ParentWrapper>
+                )}
                 <PreviewImage src={entity.platform?.properties?.logoUrl || undefined} alt={entity.properties?.name} />
                 <span>{truncatedDisplayName}</span>
             </Tooltip>
diff --git a/datahub-web-react/src/app/search/SearchFilterLabel.tsx b/datahub-web-react/src/app/search/SearchFilterLabel.tsx
index 5a0e75cc2ae1ce..2ed2d4608de0d2 100644
--- a/datahub-web-react/src/app/search/SearchFilterLabel.tsx
+++ b/datahub-web-react/src/app/search/SearchFilterLabel.tsx
@@ -23,6 +23,9 @@ import CustomAvatar from '../shared/avatar/CustomAvatar';
 import { IconStyleType } from '../entity/Entity';
 import { formatNumber } from '../shared/formatNumber';
 import useGetBrowseV2LabelOverride from './filters/useGetBrowseV2LabelOverride';
+import { getParentEntities } from './filters/utils';
+import { ParentWrapper } from '../entity/shared/containers/profile/sidebar/Container/ContainerSelectModal';
+import ParentEntities from './filters/ParentEntities';
 
 type Props = {
     field: string;
@@ -157,11 +160,17 @@ export const SearchFilterLabel = ({ field, value, entity, count, hideCount }: Pr
     if (entity?.type === EntityType.Container) {
         const container = entity as Container;
         const displayName = entityRegistry.getDisplayName(EntityType.Container, container);
+        const parentEntities: Entity[] = getParentEntities(container as Entity) || [];
         const truncatedDisplayName = displayName.length > 25 ? `${displayName.slice(0, 25)}...` : displayName;
         return (
             <Tooltip title={displayName}>
                 {!!container.platform?.properties?.logoUrl && (
-                    <PreviewImage src={container.platform?.properties?.logoUrl} alt={container.properties?.name} />
+                    <>
+                        <ParentWrapper style={{ width: '200px' }}>
+                            <ParentEntities parentEntities={parentEntities} />
+                        </ParentWrapper>
+                        <PreviewImage src={container.platform?.properties?.logoUrl} alt={container.properties?.name} />
+                    </>
                 )}
                 <span>
                     {truncatedDisplayName}
diff --git a/datahub-web-react/src/app/search/filters/FilterOption.tsx b/datahub-web-react/src/app/search/filters/FilterOption.tsx
index 3749f44cbf6718..50b78c7f0685c9 100644
--- a/datahub-web-react/src/app/search/filters/FilterOption.tsx
+++ b/datahub-web-react/src/app/search/filters/FilterOption.tsx
@@ -8,6 +8,7 @@ import { generateColor } from '../../entity/shared/components/styled/StyledTag';
 import { ANTD_GRAY } from '../../entity/shared/constants';
 import { useEntityRegistry } from '../../useEntityRegistry';
 import {
+    CONTAINER_FILTER_NAME,
     ENTITY_SUB_TYPE_FILTER_NAME,
     MAX_COUNT_VAL,
     PLATFORM_FILTER_NAME,
@@ -125,7 +126,7 @@ export default function FilterOption({
     const { field, value, count, entity } = filterOption;
     const entityRegistry = useEntityRegistry();
     const { icon, label } = getFilterIconAndLabel(field, value, entityRegistry, entity || null, 14);
-    const shouldShowIcon = field === PLATFORM_FILTER_NAME && icon !== null;
+    const shouldShowIcon = (field === PLATFORM_FILTER_NAME || field === CONTAINER_FILTER_NAME) && icon !== null;
     const shouldShowTagColor = field === TAGS_FILTER_NAME && entity?.type === EntityType.Tag;
     const isSubTypeFilter = field === TYPE_NAMES_FILTER_NAME;
     const parentEntities: Entity[] = getParentEntities(entity as Entity) || [];
diff --git a/datahub-web-react/src/app/search/filters/utils.tsx b/datahub-web-react/src/app/search/filters/utils.tsx
index f115277a049674..bd747777d11175 100644
--- a/datahub-web-react/src/app/search/filters/utils.tsx
+++ b/datahub-web-react/src/app/search/filters/utils.tsx
@@ -20,6 +20,7 @@ import {
     FacetFilterInput,
     FacetMetadata,
     GlossaryTerm,
+    Container,
 } from '../../../types.generated';
 import { IconStyleType } from '../../entity/Entity';
 import {
@@ -186,6 +187,15 @@ export function getFilterIconAndLabel(
             entityRegistry.getIcon(EntityType.DataPlatform, size || 12, IconStyleType.ACCENT, ANTD_GRAY[9])
         );
         label = filterEntity ? entityRegistry.getDisplayName(EntityType.DataPlatform, filterEntity) : filterValue;
+    } else if (filterField === CONTAINER_FILTER_NAME) {
+        // Scenario where the filter entity exists and filterField is container
+        const logoUrl = (filterEntity as Container)?.platform?.properties?.logoUrl;
+        icon = logoUrl ? (
+            <PlatformIcon src={logoUrl} size={size} />
+        ) : (
+            entityRegistry.getIcon(EntityType.DataPlatform, size || 12, IconStyleType.ACCENT, ANTD_GRAY[9])
+        );
+        label = entityRegistry.getDisplayName(EntityType.Container, filterEntity);
     } else if (filterField === BROWSE_PATH_V2_FILTER_NAME) {
         icon = <FolderFilled size={size} color="black" />;
         label = getLastBrowseEntryFromFilterValue(filterValue);
@@ -196,6 +206,7 @@ export function getFilterIconAndLabel(
             filterEntity,
             size,
         );
+
         icon = newIcon;
         label = newLabel;
     } else {
@@ -344,6 +355,9 @@ export function getParentEntities(entity: Entity): Entity[] | null {
     if (entity.type === EntityType.Domain) {
         return (entity as Domain).parentDomains?.domains || [];
     }
+    if (entity.type === EntityType.Container) {
+        return (entity as Container).parentContainers?.containers || [];
+    }
     return null;
 }
 
diff --git a/datahub-web-react/src/graphql/fragments.graphql b/datahub-web-react/src/graphql/fragments.graphql
index 67dbdbbb22f309..ade63f151d1a09 100644
--- a/datahub-web-react/src/graphql/fragments.graphql
+++ b/datahub-web-react/src/graphql/fragments.graphql
@@ -1010,6 +1010,7 @@ fragment entityContainer on Container {
 
 fragment parentContainerFields on Container {
     urn
+    type
     properties {
         name
     }
diff --git a/datahub-web-react/src/graphql/search.graphql b/datahub-web-react/src/graphql/search.graphql
index 4a10d5fe250de1..3e26dd7121b72c 100644
--- a/datahub-web-react/src/graphql/search.graphql
+++ b/datahub-web-react/src/graphql/search.graphql
@@ -910,6 +910,9 @@ fragment facetFields on FacetMetadata {
                 properties {
                     name
                 }
+                parentContainers {
+                    ...parentContainersFields
+                }
             }
             ... on CorpUser {
                 username

From e4ea993df17b6bee7d04c581fbe2bd9bbcf34927 Mon Sep 17 00:00:00 2001
From: Shirshanka Das <shirshanka@apache.org>
Date: Mon, 9 Dec 2024 16:40:31 -0800
Subject: [PATCH 17/54] fix(py-sdk): DataJobPatchBuilder handling timestamps,
 output edges (#12067)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>
---
 docs/how/updating-datahub.md                  |   9 +-
 .../src/datahub/specific/datajob.py           |  14 +--
 .../nifi/nifi_mces_golden_standalone.json     |  40 +-----
 .../tests/unit/patch/test_patch_builder.py    | 117 ++++++++++++------
 .../tests/patch/test_datajob_patches.py       |  94 ++++++++++++++
 5 files changed, 190 insertions(+), 84 deletions(-)

diff --git a/docs/how/updating-datahub.md b/docs/how/updating-datahub.md
index 3f9de1ff2f7f9e..bcc89332cc1c1b 100644
--- a/docs/how/updating-datahub.md
+++ b/docs/how/updating-datahub.md
@@ -48,7 +48,14 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
 - #11619 - schema field/column paths can no longer be duplicated within the schema
 - #11570 - The `DatahubClientConfig`'s server field no longer defaults to `http://localhost:8080`. Be sure to explicitly set this.
 - #11570 - If a `datahub_api` is explicitly passed to a stateful ingestion config provider, it will be used. We previously ignored it if the pipeline context also had a graph object.
-- #11518 - DataHub Garbage Collection: Various entities that are soft-deleted (after 10d) or are timeseries *entities* (dataprocess, execution requests) will be removed automatically using logic in the `datahub-gc` ingestion source.
+- #11518 - DataHub Garbage Collection: Various entities that are soft-deleted
+  (after 10d) or are timeseries *entities* (dataprocess, execution requests)
+  will be removed automatically using logic in the `datahub-gc` ingestion
+  source.
+- #12067 - Default behavior of DataJobPatchBuilder in Python sdk has been
+  changed to NOT fill out `created` and `lastModified` auditstamps by default
+  for input and output dataset edges. This should not have any user-observable
+  impact (time-based lineage viz will still continue working based on observed time), but could break assumptions previously being made by clients.
 
 ### Potential Downtime
 
diff --git a/metadata-ingestion/src/datahub/specific/datajob.py b/metadata-ingestion/src/datahub/specific/datajob.py
index fb7b0ae7816f17..6ff4741b09c26a 100644
--- a/metadata-ingestion/src/datahub/specific/datajob.py
+++ b/metadata-ingestion/src/datahub/specific/datajob.py
@@ -102,7 +102,7 @@ def add_input_datajob(self, input: Union[Edge, Urn, str]) -> "DataJobPatchBuilde
 
         Notes:
             If `input` is an Edge object, it is used directly. If `input` is a Urn object or string,
-            it is converted to an Edge object and added with default audit stamps.
+            it is converted to an Edge object and added without any audit stamps.
         """
         if isinstance(input, Edge):
             input_urn: str = input.destinationUrn
@@ -114,8 +114,6 @@ def add_input_datajob(self, input: Union[Edge, Urn, str]) -> "DataJobPatchBuilde
 
             input_edge = Edge(
                 destinationUrn=input_urn,
-                created=self._mint_auditstamp(),
-                lastModified=self._mint_auditstamp(),
             )
 
         self._ensure_urn_type("dataJob", [input_edge], "add_input_datajob")
@@ -185,7 +183,7 @@ def add_input_dataset(self, input: Union[Edge, Urn, str]) -> "DataJobPatchBuilde
 
         Notes:
             If `input` is an Edge object, it is used directly. If `input` is a Urn object or string,
-            it is converted to an Edge object and added with default audit stamps.
+            it is converted to an Edge object and added without any audit stamps.
         """
         if isinstance(input, Edge):
             input_urn: str = input.destinationUrn
@@ -197,8 +195,6 @@ def add_input_dataset(self, input: Union[Edge, Urn, str]) -> "DataJobPatchBuilde
 
             input_edge = Edge(
                 destinationUrn=input_urn,
-                created=self._mint_auditstamp(),
-                lastModified=self._mint_auditstamp(),
             )
 
         self._ensure_urn_type("dataset", [input_edge], "add_input_dataset")
@@ -270,7 +266,7 @@ def add_output_dataset(
 
         Notes:
             If `output` is an Edge object, it is used directly. If `output` is a Urn object or string,
-            it is converted to an Edge object and added with default audit stamps.
+            it is converted to an Edge object and added without any audit stamps.
         """
         if isinstance(output, Edge):
             output_urn: str = output.destinationUrn
@@ -282,15 +278,13 @@ def add_output_dataset(
 
             output_edge = Edge(
                 destinationUrn=output_urn,
-                created=self._mint_auditstamp(),
-                lastModified=self._mint_auditstamp(),
             )
 
         self._ensure_urn_type("dataset", [output_edge], "add_output_dataset")
         self._add_patch(
             DataJobInputOutput.ASPECT_NAME,
             "add",
-            path=f"/outputDatasetEdges/{self.quote(str(output))}",
+            path=f"/outputDatasetEdges/{self.quote(output_urn)}",
             value=output_edge,
         )
         return self
diff --git a/metadata-ingestion/tests/integration/nifi/nifi_mces_golden_standalone.json b/metadata-ingestion/tests/integration/nifi/nifi_mces_golden_standalone.json
index f820efc7399492..e026664a78e0be 100644
--- a/metadata-ingestion/tests/integration/nifi/nifi_mces_golden_standalone.json
+++ b/metadata-ingestion/tests/integration/nifi/nifi_mces_golden_standalone.json
@@ -60,15 +60,7 @@
                 "op": "add",
                 "path": "/inputDatajobEdges/urn:li:dataJob:(urn:li:dataFlow:(nifi,803ebb92-017d-1000-2961-4bdaa27a3ba0,PROD),91d59f03-1c2b-3f3f-48bc-f89296a328bd)",
                 "value": {
-                    "destinationUrn": "urn:li:dataJob:(urn:li:dataFlow:(nifi,803ebb92-017d-1000-2961-4bdaa27a3ba0,PROD),91d59f03-1c2b-3f3f-48bc-f89296a328bd)",
-                    "created": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    },
-                    "lastModified": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    }
+                    "destinationUrn": "urn:li:dataJob:(urn:li:dataFlow:(nifi,803ebb92-017d-1000-2961-4bdaa27a3ba0,PROD),91d59f03-1c2b-3f3f-48bc-f89296a328bd)"
                 }
             }
         ]
@@ -178,30 +170,14 @@
                 "op": "add",
                 "path": "/inputDatasetEdges/urn:li:dataset:(urn:li:dataPlatform:s3,enriched-topical-chat,PROD)",
                 "value": {
-                    "destinationUrn": "urn:li:dataset:(urn:li:dataPlatform:s3,enriched-topical-chat,PROD)",
-                    "created": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    },
-                    "lastModified": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    }
+                    "destinationUrn": "urn:li:dataset:(urn:li:dataPlatform:s3,enriched-topical-chat,PROD)"
                 }
             },
             {
                 "op": "add",
                 "path": "/inputDatajobEdges/urn:li:dataJob:(urn:li:dataFlow:(nifi,803ebb92-017d-1000-2961-4bdaa27a3ba0,PROD),cb7693ed-f93b-3340-3776-fe80e6283ddc)",
                 "value": {
-                    "destinationUrn": "urn:li:dataJob:(urn:li:dataFlow:(nifi,803ebb92-017d-1000-2961-4bdaa27a3ba0,PROD),cb7693ed-f93b-3340-3776-fe80e6283ddc)",
-                    "created": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    },
-                    "lastModified": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    }
+                    "destinationUrn": "urn:li:dataJob:(urn:li:dataFlow:(nifi,803ebb92-017d-1000-2961-4bdaa27a3ba0,PROD),cb7693ed-f93b-3340-3776-fe80e6283ddc)"
                 }
             }
         ]
@@ -287,15 +263,7 @@
                 "op": "add",
                 "path": "/inputDatasetEdges/urn:li:dataset:(urn:li:dataPlatform:s3,enriched-topical-chat,PROD)",
                 "value": {
-                    "destinationUrn": "urn:li:dataset:(urn:li:dataPlatform:s3,enriched-topical-chat,PROD)",
-                    "created": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    },
-                    "lastModified": {
-                        "time": 1638532800000,
-                        "actor": "urn:li:corpuser:datahub"
-                    }
+                    "destinationUrn": "urn:li:dataset:(urn:li:dataPlatform:s3,enriched-topical-chat,PROD)"
                 }
             }
         ]
diff --git a/metadata-ingestion/tests/unit/patch/test_patch_builder.py b/metadata-ingestion/tests/unit/patch/test_patch_builder.py
index 267da6cdd5d205..f4bf501e0714d0 100644
--- a/metadata-ingestion/tests/unit/patch/test_patch_builder.py
+++ b/metadata-ingestion/tests/unit/patch/test_patch_builder.py
@@ -1,5 +1,6 @@
 import json
 import pathlib
+from typing import Any, Dict, Union
 
 import pytest
 from freezegun.api import freeze_time
@@ -15,7 +16,9 @@
 )
 from datahub.ingestion.sink.file import write_metadata_file
 from datahub.metadata.schema_classes import (
+    AuditStampClass,
     DatasetLineageTypeClass,
+    EdgeClass,
     FineGrainedLineageClass,
     FineGrainedLineageDownstreamTypeClass,
     FineGrainedLineageUpstreamTypeClass,
@@ -182,8 +185,66 @@ def test_basic_dashboard_patch_builder():
     ]
 
 
+@pytest.mark.parametrize(
+    "created_on,last_modified,expected_actor",
+    [
+        (1586847600000, 1586847600000, "urn:li:corpuser:datahub"),
+        (None, None, "urn:li:corpuser:datahub"),
+        (1586847600000, None, "urn:li:corpuser:datahub"),
+        (None, 1586847600000, "urn:li:corpuser:datahub"),
+    ],
+    ids=["both_timestamps", "no_timestamps", "only_created", "only_modified"],
+)
 @freeze_time("2020-04-14 07:00:00")
-def test_datajob_patch_builder():
+def test_datajob_patch_builder(created_on, last_modified, expected_actor):
+    def make_edge_or_urn(urn: str) -> Union[EdgeClass, str]:
+        if created_on or last_modified:
+            return EdgeClass(
+                destinationUrn=str(urn),
+                created=(
+                    AuditStampClass(
+                        time=created_on,
+                        actor=expected_actor,
+                    )
+                    if created_on
+                    else None
+                ),
+                lastModified=(
+                    AuditStampClass(
+                        time=last_modified,
+                        actor=expected_actor,
+                    )
+                    if last_modified
+                    else None
+                ),
+            )
+        return urn
+
+    def get_edge_expectation(urn: str) -> Dict[str, Any]:
+        if created_on or last_modified:
+            expected = {
+                "destinationUrn": str(urn),
+                "created": (
+                    AuditStampClass(
+                        time=created_on,
+                        actor=expected_actor,
+                    ).to_obj()
+                    if created_on
+                    else None
+                ),
+                "lastModified": (
+                    AuditStampClass(
+                        time=last_modified,
+                        actor=expected_actor,
+                    ).to_obj()
+                    if last_modified
+                    else None
+                ),
+            }
+            # filter out None values
+            return {k: v for k, v in expected.items() if v is not None}
+        return {"destinationUrn": str(urn)}
+
     flow_urn = make_data_flow_urn(
         orchestrator="nifi", flow_id="252C34e5af19-0192-1000-b248-b1abee565b5d"
     )
@@ -193,13 +254,19 @@ def test_datajob_patch_builder():
     patcher = DataJobPatchBuilder(job_urn)
 
     patcher.add_output_dataset(
-        "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder1,DEV)"
+        make_edge_or_urn(
+            "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder1,DEV)"
+        )
     )
     patcher.add_output_dataset(
-        "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder3,DEV)"
+        make_edge_or_urn(
+            "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder3,DEV)"
+        )
     )
     patcher.add_output_dataset(
-        "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder2,DEV)"
+        make_edge_or_urn(
+            "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder2,DEV)"
+        )
     )
 
     assert patcher.build() == [
@@ -214,47 +281,23 @@ def test_datajob_patch_builder():
                         {
                             "op": "add",
                             "path": "/outputDatasetEdges/urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket~1folder1,DEV)",
-                            "value": {
-                                "destinationUrn": "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder1,DEV)",
-                                "created": {
-                                    "time": 1586847600000,
-                                    "actor": "urn:li:corpuser:datahub",
-                                },
-                                "lastModified": {
-                                    "time": 1586847600000,
-                                    "actor": "urn:li:corpuser:datahub",
-                                },
-                            },
+                            "value": get_edge_expectation(
+                                "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder1,DEV)"
+                            ),
                         },
                         {
                             "op": "add",
                             "path": "/outputDatasetEdges/urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket~1folder3,DEV)",
-                            "value": {
-                                "destinationUrn": "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder3,DEV)",
-                                "created": {
-                                    "time": 1586847600000,
-                                    "actor": "urn:li:corpuser:datahub",
-                                },
-                                "lastModified": {
-                                    "time": 1586847600000,
-                                    "actor": "urn:li:corpuser:datahub",
-                                },
-                            },
+                            "value": get_edge_expectation(
+                                "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder3,DEV)"
+                            ),
                         },
                         {
                             "op": "add",
                             "path": "/outputDatasetEdges/urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket~1folder2,DEV)",
-                            "value": {
-                                "destinationUrn": "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder2,DEV)",
-                                "created": {
-                                    "time": 1586847600000,
-                                    "actor": "urn:li:corpuser:datahub",
-                                },
-                                "lastModified": {
-                                    "time": 1586847600000,
-                                    "actor": "urn:li:corpuser:datahub",
-                                },
-                            },
+                            "value": get_edge_expectation(
+                                "urn:li:dataset:(urn:li:dataPlatform:s3,output-bucket/folder2,DEV)"
+                            ),
                         },
                     ]
                 ).encode("utf-8"),
diff --git a/smoke-test/tests/patch/test_datajob_patches.py b/smoke-test/tests/patch/test_datajob_patches.py
index eb129e1e032125..e025c8a2aebeb5 100644
--- a/smoke-test/tests/patch/test_datajob_patches.py
+++ b/smoke-test/tests/patch/test_datajob_patches.py
@@ -1,5 +1,7 @@
+import time
 import uuid
 
+import datahub.metadata.schema_classes as models
 from datahub.emitter.mce_builder import make_data_job_urn, make_dataset_urn
 from datahub.emitter.mcp import MetadataChangeProposalWrapper
 from datahub.metadata.schema_classes import (
@@ -136,3 +138,95 @@ def test_datajob_inputoutput_dataset_patch(graph_client):
         inputoutput_lineage_read.inputDatasetEdges[0].destinationUrn
         == other_dataset_urn
     )
+
+
+def test_datajob_multiple_inputoutput_dataset_patch(graph_client):
+    """Test creating a data job with multiple input and output datasets and verifying the aspects."""
+    # Create the data job
+    datajob_urn = "urn:li:dataJob:(urn:li:dataFlow:(airflow,training,default),training)"
+
+    # Create input and output dataset URNs
+    input_datasets = ["input_data_1", "input_data_2"]
+    output_datasets = ["output_data_1", "output_data_2"]
+
+    input_dataset_urns = [
+        make_dataset_urn(platform="s3", name=f"test_patch_{dataset}", env="PROD")
+        for dataset in input_datasets
+    ]
+    output_dataset_urns = [
+        make_dataset_urn(platform="s3", name=f"test_patch_{dataset}", env="PROD")
+        for dataset in output_datasets
+    ]
+
+    # Create edges for datasets
+    def make_edge(urn, generate_auditstamp=False):
+        audit_stamp = models.AuditStampClass(
+            time=int(time.time() * 1000.0),
+            actor="urn:li:corpuser:datahub",
+        )
+        return EdgeClass(
+            destinationUrn=str(urn),
+            lastModified=audit_stamp if generate_auditstamp else None,
+        )
+
+    # Initialize empty input/output lineage
+    initial_lineage = DataJobInputOutputClass(
+        inputDatasets=[], outputDatasets=[], inputDatasetEdges=[], outputDatasetEdges=[]
+    )
+
+    # Emit initial lineage
+    mcpw = MetadataChangeProposalWrapper(entityUrn=datajob_urn, aspect=initial_lineage)
+    graph_client.emit_mcp(mcpw)
+
+    # Create patches for input and output datasets
+    patch_builder = DataJobPatchBuilder(datajob_urn)
+    for input_urn in input_dataset_urns:
+        patch_builder.add_input_dataset(make_edge(input_urn))
+    for output_urn in output_dataset_urns:
+        patch_builder.add_output_dataset(make_edge(output_urn))
+
+    # Apply patches
+    for patch_mcp in patch_builder.build():
+        graph_client.emit_mcp(patch_mcp)
+
+    # Verify the lineage was correctly applied
+    lineage_aspect = graph_client.get_aspect(
+        entity_urn=datajob_urn,
+        aspect_type=DataJobInputOutputClass,
+    )
+
+    # Assert lineage was created
+    assert lineage_aspect is not None
+    assert lineage_aspect.inputDatasetEdges is not None
+    assert lineage_aspect.outputDatasetEdges is not None
+
+    # Verify input datasets
+    assert len(lineage_aspect.inputDatasetEdges) == len(input_datasets)
+    input_urns = {edge.destinationUrn for edge in lineage_aspect.inputDatasetEdges}
+    expected_input_urns = {str(urn) for urn in input_dataset_urns}
+    assert input_urns == expected_input_urns
+
+    # Verify output datasets
+    assert len(lineage_aspect.outputDatasetEdges) == len(output_datasets)
+    output_urns = {edge.destinationUrn for edge in lineage_aspect.outputDatasetEdges}
+    expected_output_urns = {str(urn) for urn in output_dataset_urns}
+    assert output_urns == expected_output_urns
+
+    # Test updating the same datasets again (idempotency)
+    patch_builder = DataJobPatchBuilder(datajob_urn)
+    for input_urn in input_dataset_urns:
+        patch_builder.add_input_dataset(make_edge(input_urn))
+    for output_urn in output_dataset_urns:
+        patch_builder.add_output_dataset(make_edge(output_urn))
+
+    for patch_mcp in patch_builder.build():
+        graph_client.emit_mcp(patch_mcp)
+
+    # Verify the aspect hasn't changed
+    updated_lineage_aspect = graph_client.get_aspect(
+        entity_urn=datajob_urn,
+        aspect_type=DataJobInputOutputClass,
+    )
+
+    assert updated_lineage_aspect is not None
+    assert updated_lineage_aspect.to_obj() == lineage_aspect.to_obj()

From 43c8460fe528f70ccb3d9aaa8582d619de0c03e7 Mon Sep 17 00:00:00 2001
From: david-leifker <114954101+david-leifker@users.noreply.github.com>
Date: Mon, 9 Dec 2024 21:34:04 -0600
Subject: [PATCH 18/54] fix(plugin-logging): adjust error logging in plugin
 registry (#12064)

---
 .../metadata/models/registry/PluginEntityRegistryLoader.java | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/entity-registry/src/main/java/com/linkedin/metadata/models/registry/PluginEntityRegistryLoader.java b/entity-registry/src/main/java/com/linkedin/metadata/models/registry/PluginEntityRegistryLoader.java
index 4f2e5a106ae792..531537852109b0 100644
--- a/entity-registry/src/main/java/com/linkedin/metadata/models/registry/PluginEntityRegistryLoader.java
+++ b/entity-registry/src/main/java/com/linkedin/metadata/models/registry/PluginEntityRegistryLoader.java
@@ -6,7 +6,6 @@
 import com.linkedin.metadata.models.registry.config.LoadStatus;
 import com.linkedin.util.Pair;
 import java.io.File;
-import java.io.IOException;
 import java.io.PrintWriter;
 import java.io.StringWriter;
 import java.nio.file.Files;
@@ -204,8 +203,8 @@ private void loadOneRegistry(
       loadResultBuilder.plugins(entityRegistry.getPluginFactory().getPluginLoadResult());
 
       log.info("Loaded registry {} successfully", entityRegistry);
-    } catch (RuntimeException | EntityRegistryException | IOException e) {
-      log.debug("{}: Failed to load registry {} with {}", this, registryName, e.getMessage());
+    } catch (Exception | EntityRegistryException e) {
+      log.error("{}: Failed to load registry {} with {}", this, registryName, e.getMessage(), e);
       StringWriter sw = new StringWriter();
       PrintWriter pw = new PrintWriter(sw);
       e.printStackTrace(pw);

From 638a0e370ec595edbfe12099c560675dc9510ccf Mon Sep 17 00:00:00 2001
From: Chakru <161002324+chakru-r@users.noreply.github.com>
Date: Tue, 10 Dec 2024 10:31:35 +0530
Subject: [PATCH 19/54] build(metadata-events): fix shell interpreter mismatch
 in build script (#12066)

---
 metadata-events/mxe-schemas/build.gradle | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/metadata-events/mxe-schemas/build.gradle b/metadata-events/mxe-schemas/build.gradle
index ab0ea8b649e9d4..6dfe69a420242f 100644
--- a/metadata-events/mxe-schemas/build.gradle
+++ b/metadata-events/mxe-schemas/build.gradle
@@ -25,7 +25,7 @@ task copyOriginalAvsc(type: Copy, dependsOn: generateAvroSchema) {
 }
 
 task renameNamespace(type: Exec, dependsOn: copyOriginalAvsc) {
-  commandLine 'sh', './rename-namespace.sh'
+  commandLine 'bash', './rename-namespace.sh'
 }
 
 build.dependsOn renameNamespace
@@ -34,4 +34,4 @@ clean {
   project.delete('src/main/pegasus')
   project.delete('src/mainGeneratedAvroSchema/avro')
   project.delete('src/renamed/avro')
-}
\ No newline at end of file
+}

From 0a2ac70d38377a77eecf70c84b606f013594258f Mon Sep 17 00:00:00 2001
From: david-leifker <114954101+david-leifker@users.noreply.github.com>
Date: Mon, 9 Dec 2024 23:15:07 -0600
Subject: [PATCH 20/54] fix(entity-service): handle no-op system-metadata
 batches (#12055)

---
 .../metadata/aspect/batch/AspectsBatch.java   |  19 +-
 .../metadata/aspect/batch/BatchItem.java      |   7 +
 .../test/metadata/aspect/batch/TestMCL.java   |  21 +
 .../test/metadata/aspect/batch/TestMCP.java   |  38 ++
 .../metadata/entity/EntityAspect.java         |  25 +
 .../entity/ebean/batch/AspectsBatchImpl.java  |  40 +-
 .../entity/ebean/batch/ChangeItemImpl.java    |  13 +-
 .../entity/ebean/batch/DeleteItemImpl.java    |   6 +
 .../entity/ebean/batch/MCLItemImpl.java       |   6 +
 .../entity/ebean/batch/PatchItemImpl.java     |   9 +-
 .../entity/ebean/batch/ProposedItem.java      |  27 +
 .../ebean/batch/AspectsBatchImplTest.java     |  10 +-
 .../metadata/entity/EntityServiceImpl.java    | 197 ++++---
 .../metadata/entity/TransactionContext.java   |   6 +
 .../entity/cassandra/CassandraAspectDao.java  |   4 +-
 .../metadata/entity/ebean/EbeanAspectDao.java |   4 +-
 .../metadata/AspectGenerationUtils.java       |   6 +-
 .../entity/EbeanEntityServiceTest.java        | 378 -------------
 .../metadata/entity/EntityServiceTest.java    | 518 +++++++++++++++++-
 .../ebean/batch/ChangeItemImplTest.java       |  41 ++
 .../SchemaFieldSideEffectTest.java            |  16 +-
 .../src/main/resources/application.yaml       |   2 +-
 .../metadata/utils/GenericRecordUtils.java    |  19 +
 23 files changed, 927 insertions(+), 485 deletions(-)
 create mode 100644 metadata-io/src/test/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImplTest.java

diff --git a/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/AspectsBatch.java b/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/AspectsBatch.java
index 30f5dce379a077..6ce6a9a5730385 100644
--- a/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/AspectsBatch.java
+++ b/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/AspectsBatch.java
@@ -28,10 +28,12 @@
 public interface AspectsBatch {
   Collection<? extends BatchItem> getItems();
 
+  Collection<? extends BatchItem> getInitialItems();
+
   RetrieverContext getRetrieverContext();
 
   /**
-   * Returns MCP items. Could be patch, upsert, etc.
+   * Returns MCP items. Could be one of patch, upsert, etc.
    *
    * @return batch items
    */
@@ -160,13 +162,24 @@ static Stream<MCLItem> applyMCLSideEffects(
   }
 
   default boolean containsDuplicateAspects() {
-    return getItems().stream()
-            .map(i -> String.format("%s_%s", i.getClass().getName(), i.hashCode()))
+    return getInitialItems().stream()
+            .map(i -> String.format("%s_%s", i.getClass().getSimpleName(), i.hashCode()))
             .distinct()
             .count()
         != getItems().size();
   }
 
+  default Map<String, List<? extends BatchItem>> duplicateAspects() {
+    return getInitialItems().stream()
+        .collect(
+            Collectors.groupingBy(
+                i -> String.format("%s_%s", i.getClass().getSimpleName(), i.hashCode())))
+        .entrySet()
+        .stream()
+        .filter(entry -> entry.getValue() != null && entry.getValue().size() > 1)
+        .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue));
+  }
+
   default Map<String, Set<String>> getUrnAspectsMap() {
     return getItems().stream()
         .map(aspect -> Pair.of(aspect.getUrn().toString(), aspect.getAspectName()))
diff --git a/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/BatchItem.java b/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/BatchItem.java
index a6dfbc277e12ec..7f0a849a0eda1d 100644
--- a/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/BatchItem.java
+++ b/entity-registry/src/main/java/com/linkedin/metadata/aspect/batch/BatchItem.java
@@ -23,4 +23,11 @@ public interface BatchItem extends ReadItem {
    */
   @Nonnull
   ChangeType getChangeType();
+
+  /**
+   * Determines if this item is a duplicate of another item in terms of the operation it represents
+   * to the database.Each implementation can define what constitutes a duplicate based on its
+   * specific fields which are persisted.
+   */
+  boolean isDatabaseDuplicateOf(BatchItem other);
 }
diff --git a/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCL.java b/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCL.java
index 7dd889c48b8747..6643a9de58562b 100644
--- a/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCL.java
+++ b/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCL.java
@@ -4,10 +4,12 @@
 import com.linkedin.common.urn.Urn;
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.events.metadata.ChangeType;
+import com.linkedin.metadata.aspect.batch.BatchItem;
 import com.linkedin.metadata.aspect.batch.MCLItem;
 import com.linkedin.metadata.models.AspectSpec;
 import com.linkedin.metadata.models.EntitySpec;
 import com.linkedin.mxe.MetadataChangeLog;
+import java.util.Objects;
 import javax.annotation.Nonnull;
 import lombok.Builder;
 import lombok.Getter;
@@ -29,4 +31,23 @@ public class TestMCL implements MCLItem {
   public String getAspectName() {
     return getAspectSpec().getName();
   }
+
+  @Override
+  public boolean isDatabaseDuplicateOf(BatchItem other) {
+    return equals(other);
+  }
+
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) return true;
+    if (o == null || getClass() != o.getClass()) return false;
+
+    TestMCL testMCL = (TestMCL) o;
+    return Objects.equals(metadataChangeLog, testMCL.metadataChangeLog);
+  }
+
+  @Override
+  public int hashCode() {
+    return Objects.hashCode(metadataChangeLog);
+  }
 }
diff --git a/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCP.java b/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCP.java
index e562390a959a74..5b714bdbf0b478 100644
--- a/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCP.java
+++ b/entity-registry/src/testFixtures/java/com/linkedin/test/metadata/aspect/batch/TestMCP.java
@@ -6,6 +6,7 @@
 
 import com.linkedin.common.AuditStamp;
 import com.linkedin.common.urn.Urn;
+import com.linkedin.data.template.DataTemplateUtil;
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.events.metadata.ChangeType;
 import com.linkedin.metadata.aspect.ReadItem;
@@ -21,6 +22,7 @@
 import java.net.URISyntaxException;
 import java.util.Collection;
 import java.util.Map;
+import java.util.Objects;
 import java.util.Optional;
 import java.util.Set;
 import java.util.stream.Collectors;
@@ -140,4 +142,40 @@ public Map<String, String> getHeaders() {
                     .collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue)))
         .orElse(headers);
   }
+
+  @Override
+  public boolean isDatabaseDuplicateOf(BatchItem other) {
+    return equals(other);
+  }
+
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) {
+      return true;
+    }
+    if (o == null || getClass() != o.getClass()) {
+      return false;
+    }
+
+    TestMCP testMCP = (TestMCP) o;
+    return urn.equals(testMCP.urn)
+        && DataTemplateUtil.areEqual(recordTemplate, testMCP.recordTemplate)
+        && Objects.equals(systemAspect, testMCP.systemAspect)
+        && Objects.equals(previousSystemAspect, testMCP.previousSystemAspect)
+        && Objects.equals(auditStamp, testMCP.auditStamp)
+        && Objects.equals(changeType, testMCP.changeType)
+        && Objects.equals(metadataChangeProposal, testMCP.metadataChangeProposal);
+  }
+
+  @Override
+  public int hashCode() {
+    int result = urn.hashCode();
+    result = 31 * result + Objects.hashCode(recordTemplate);
+    result = 31 * result + Objects.hashCode(systemAspect);
+    result = 31 * result + Objects.hashCode(previousSystemAspect);
+    result = 31 * result + Objects.hashCode(auditStamp);
+    result = 31 * result + Objects.hashCode(changeType);
+    result = 31 * result + Objects.hashCode(metadataChangeProposal);
+    return result;
+  }
 }
diff --git a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/EntityAspect.java b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/EntityAspect.java
index 976db4133c0043..2b67d5e92f833c 100644
--- a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/EntityAspect.java
+++ b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/EntityAspect.java
@@ -52,6 +52,26 @@ public class EntityAspect {
 
   private String createdFor;
 
+  @Override
+  public String toString() {
+    return "EntityAspect{"
+        + "urn='"
+        + urn
+        + '\''
+        + ", aspect='"
+        + aspect
+        + '\''
+        + ", version="
+        + version
+        + ", metadata='"
+        + metadata
+        + '\''
+        + ", systemMetadata='"
+        + systemMetadata
+        + '\''
+        + '}';
+  }
+
   /**
    * Provide a typed EntityAspect without breaking the existing public contract with generic types.
    */
@@ -144,6 +164,11 @@ public EnvelopedAspect toEnvelopedAspects() {
       return envelopedAspect;
     }
 
+    @Override
+    public String toString() {
+      return entityAspect.toString();
+    }
+
     public static class EntitySystemAspectBuilder {
 
       private EntityAspect.EntitySystemAspect build() {
diff --git a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImpl.java b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImpl.java
index c0d65640df2378..1af9fc1565a456 100644
--- a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImpl.java
+++ b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImpl.java
@@ -1,6 +1,7 @@
 package com.linkedin.metadata.entity.ebean.batch;
 
 import com.linkedin.common.AuditStamp;
+import com.linkedin.common.urn.Urn;
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.events.metadata.ChangeType;
 import com.linkedin.metadata.aspect.AspectRetriever;
@@ -15,7 +16,9 @@
 import com.linkedin.metadata.models.EntitySpec;
 import com.linkedin.mxe.MetadataChangeProposal;
 import com.linkedin.util.Pair;
+import java.util.ArrayList;
 import java.util.Collection;
+import java.util.HashMap;
 import java.util.LinkedList;
 import java.util.List;
 import java.util.Map;
@@ -29,12 +32,23 @@
 import lombok.extern.slf4j.Slf4j;
 
 @Slf4j
-@Getter
 @Builder(toBuilder = true)
 public class AspectsBatchImpl implements AspectsBatch {
 
   @Nonnull private final Collection<? extends BatchItem> items;
-  @Nonnull private final RetrieverContext retrieverContext;
+  @Nonnull private final Collection<? extends BatchItem> nonRepeatedItems;
+  @Getter @Nonnull private final RetrieverContext retrieverContext;
+
+  @Override
+  @Nonnull
+  public Collection<? extends BatchItem> getItems() {
+    return nonRepeatedItems;
+  }
+
+  @Override
+  public Collection<? extends BatchItem> getInitialItems() {
+    return items;
+  }
 
   /**
    * Convert patches to upserts, apply hooks at the aspect and batch level.
@@ -207,14 +221,32 @@ public AspectsBatchImplBuilder mcps(
       return this;
     }
 
+    private static <T extends BatchItem> List<T> filterRepeats(Collection<T> items) {
+      List<T> result = new ArrayList<>();
+      Map<Pair<Urn, String>, T> last = new HashMap<>();
+
+      for (T item : items) {
+        Pair<Urn, String> urnAspect = Pair.of(item.getUrn(), item.getAspectName());
+        // Check if this item is a duplicate of the previous
+        if (!last.containsKey(urnAspect) || !item.isDatabaseDuplicateOf(last.get(urnAspect))) {
+          result.add(item);
+        }
+        last.put(urnAspect, item);
+      }
+
+      return result;
+    }
+
     public AspectsBatchImpl build() {
+      this.nonRepeatedItems = filterRepeats(this.items);
+
       ValidationExceptionCollection exceptions =
-          AspectsBatch.validateProposed(this.items, this.retrieverContext);
+          AspectsBatch.validateProposed(this.nonRepeatedItems, this.retrieverContext);
       if (!exceptions.isEmpty()) {
         throw new IllegalArgumentException("Failed to validate MCP due to: " + exceptions);
       }
 
-      return new AspectsBatchImpl(this.items, this.retrieverContext);
+      return new AspectsBatchImpl(this.items, this.nonRepeatedItems, this.retrieverContext);
     }
   }
 
diff --git a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImpl.java b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImpl.java
index 6f45a36d1daf46..64263859e4aadb 100644
--- a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImpl.java
+++ b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImpl.java
@@ -3,11 +3,13 @@
 import com.datahub.util.exception.ModelConversionException;
 import com.linkedin.common.AuditStamp;
 import com.linkedin.common.urn.Urn;
+import com.linkedin.data.template.DataTemplateUtil;
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.data.template.StringMap;
 import com.linkedin.events.metadata.ChangeType;
 import com.linkedin.metadata.aspect.AspectRetriever;
 import com.linkedin.metadata.aspect.SystemAspect;
+import com.linkedin.metadata.aspect.batch.BatchItem;
 import com.linkedin.metadata.aspect.batch.ChangeMCP;
 import com.linkedin.metadata.aspect.batch.MCPItem;
 import com.linkedin.metadata.aspect.patch.template.common.GenericPatchTemplate;
@@ -269,6 +271,11 @@ private static RecordTemplate convertToRecordTemplate(
     }
   }
 
+  @Override
+  public boolean isDatabaseDuplicateOf(BatchItem other) {
+    return equals(other);
+  }
+
   @Override
   public boolean equals(Object o) {
     if (this == o) {
@@ -280,13 +287,15 @@ public boolean equals(Object o) {
     ChangeItemImpl that = (ChangeItemImpl) o;
     return urn.equals(that.urn)
         && aspectName.equals(that.aspectName)
+        && changeType.equals(that.changeType)
         && Objects.equals(systemMetadata, that.systemMetadata)
-        && recordTemplate.equals(that.recordTemplate);
+        && Objects.equals(auditStamp, that.auditStamp)
+        && DataTemplateUtil.areEqual(recordTemplate, that.recordTemplate);
   }
 
   @Override
   public int hashCode() {
-    return Objects.hash(urn, aspectName, systemMetadata, recordTemplate);
+    return Objects.hash(urn, aspectName, changeType, systemMetadata, auditStamp, recordTemplate);
   }
 
   @Override
diff --git a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/DeleteItemImpl.java b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/DeleteItemImpl.java
index 9c1ded284fa0bd..40bcb0fa8ed2d1 100644
--- a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/DeleteItemImpl.java
+++ b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/DeleteItemImpl.java
@@ -6,6 +6,7 @@
 import com.linkedin.events.metadata.ChangeType;
 import com.linkedin.metadata.aspect.AspectRetriever;
 import com.linkedin.metadata.aspect.SystemAspect;
+import com.linkedin.metadata.aspect.batch.BatchItem;
 import com.linkedin.metadata.aspect.batch.ChangeMCP;
 import com.linkedin.metadata.entity.EntityApiUtils;
 import com.linkedin.metadata.entity.EntityAspect;
@@ -115,6 +116,11 @@ public DeleteItemImpl build(AspectRetriever aspectRetriever) {
     }
   }
 
+  @Override
+  public boolean isDatabaseDuplicateOf(BatchItem other) {
+    return equals(other);
+  }
+
   @Override
   public boolean equals(Object o) {
     if (this == o) {
diff --git a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/MCLItemImpl.java b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/MCLItemImpl.java
index a5afd4651ed2c4..85923a28a64be5 100644
--- a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/MCLItemImpl.java
+++ b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/MCLItemImpl.java
@@ -5,6 +5,7 @@
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.events.metadata.ChangeType;
 import com.linkedin.metadata.aspect.AspectRetriever;
+import com.linkedin.metadata.aspect.batch.BatchItem;
 import com.linkedin.metadata.aspect.batch.MCLItem;
 import com.linkedin.metadata.aspect.batch.MCPItem;
 import com.linkedin.metadata.entity.AspectUtils;
@@ -158,6 +159,11 @@ private static Pair<RecordTemplate, RecordTemplate> convertToRecordTemplate(
     }
   }
 
+  @Override
+  public boolean isDatabaseDuplicateOf(BatchItem other) {
+    return equals(other);
+  }
+
   @Override
   public boolean equals(Object o) {
     if (this == o) {
diff --git a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/PatchItemImpl.java b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/PatchItemImpl.java
index ec0a8422e3c4a2..2543d99ac6af37 100644
--- a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/PatchItemImpl.java
+++ b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/PatchItemImpl.java
@@ -14,6 +14,7 @@
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.events.metadata.ChangeType;
 import com.linkedin.metadata.aspect.AspectRetriever;
+import com.linkedin.metadata.aspect.batch.BatchItem;
 import com.linkedin.metadata.aspect.batch.MCPItem;
 import com.linkedin.metadata.aspect.batch.PatchMCP;
 import com.linkedin.metadata.aspect.patch.template.AspectTemplateEngine;
@@ -216,6 +217,11 @@ public static JsonPatch convertToJsonPatch(MetadataChangeProposal mcp) {
     }
   }
 
+  @Override
+  public boolean isDatabaseDuplicateOf(BatchItem other) {
+    return equals(other);
+  }
+
   @Override
   public boolean equals(Object o) {
     if (this == o) {
@@ -228,12 +234,13 @@ public boolean equals(Object o) {
     return urn.equals(that.urn)
         && aspectName.equals(that.aspectName)
         && Objects.equals(systemMetadata, that.systemMetadata)
+        && auditStamp.equals(that.auditStamp)
         && patch.equals(that.patch);
   }
 
   @Override
   public int hashCode() {
-    return Objects.hash(urn, aspectName, systemMetadata, patch);
+    return Objects.hash(urn, aspectName, systemMetadata, auditStamp, patch);
   }
 
   @Override
diff --git a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ProposedItem.java b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ProposedItem.java
index 88187ef159f233..370f1f6f073e65 100644
--- a/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ProposedItem.java
+++ b/metadata-io/metadata-io-api/src/main/java/com/linkedin/metadata/entity/ebean/batch/ProposedItem.java
@@ -4,6 +4,7 @@
 import com.linkedin.common.urn.Urn;
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.events.metadata.ChangeType;
+import com.linkedin.metadata.aspect.batch.BatchItem;
 import com.linkedin.metadata.aspect.batch.MCPItem;
 import com.linkedin.metadata.models.AspectSpec;
 import com.linkedin.metadata.models.EntitySpec;
@@ -86,6 +87,32 @@ public ChangeType getChangeType() {
     return metadataChangeProposal.getChangeType();
   }
 
+  @Override
+  public boolean isDatabaseDuplicateOf(BatchItem other) {
+    return equals(other);
+  }
+
+  @Override
+  public boolean equals(Object o) {
+    if (this == o) {
+      return true;
+    }
+    if (o == null || getClass() != o.getClass()) {
+      return false;
+    }
+
+    ProposedItem that = (ProposedItem) o;
+    return metadataChangeProposal.equals(that.metadataChangeProposal)
+        && auditStamp.equals(that.auditStamp);
+  }
+
+  @Override
+  public int hashCode() {
+    int result = metadataChangeProposal.hashCode();
+    result = 31 * result + auditStamp.hashCode();
+    return result;
+  }
+
   public static class ProposedItemBuilder {
     public ProposedItem build() {
       // Ensure systemMetadata
diff --git a/metadata-io/metadata-io-api/src/test/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImplTest.java b/metadata-io/metadata-io-api/src/test/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImplTest.java
index 96f535f2295aa4..9f57d36f800de3 100644
--- a/metadata-io/metadata-io-api/src/test/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImplTest.java
+++ b/metadata-io/metadata-io-api/src/test/java/com/linkedin/metadata/entity/ebean/batch/AspectsBatchImplTest.java
@@ -6,6 +6,7 @@
 import static org.testng.Assert.assertEquals;
 
 import com.google.common.collect.ImmutableList;
+import com.linkedin.common.AuditStamp;
 import com.linkedin.common.FabricType;
 import com.linkedin.common.Status;
 import com.linkedin.common.urn.DataPlatformUrn;
@@ -220,6 +221,7 @@ public void toUpsertBatchItemsPatchItemTest() {
 
   @Test
   public void toUpsertBatchItemsProposedItemTest() {
+    AuditStamp auditStamp = AuditStampUtils.createDefaultAuditStamp();
     List<ProposedItem> testItems =
         List.of(
             ProposedItem.builder()
@@ -239,7 +241,7 @@ public void toUpsertBatchItemsProposedItemTest() {
                                     ByteString.copyString(
                                         "{\"foo\":\"bar\"}", StandardCharsets.UTF_8)))
                         .setSystemMetadata(new SystemMetadata()))
-                .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+                .auditStamp(auditStamp)
                 .build(),
             ProposedItem.builder()
                 .entitySpec(testRegistry.getEntitySpec(DATASET_ENTITY_NAME))
@@ -258,7 +260,7 @@ public void toUpsertBatchItemsProposedItemTest() {
                                     ByteString.copyString(
                                         "{\"foo\":\"bar\"}", StandardCharsets.UTF_8)))
                         .setSystemMetadata(new SystemMetadata()))
-                .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+                .auditStamp(auditStamp)
                 .build());
 
     AspectsBatchImpl testBatch =
@@ -280,7 +282,7 @@ public void toUpsertBatchItemsProposedItemTest() {
                         testRegistry
                             .getEntitySpec(DATASET_ENTITY_NAME)
                             .getAspectSpec(STATUS_ASPECT_NAME))
-                    .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+                    .auditStamp(auditStamp)
                     .systemMetadata(testItems.get(0).getSystemMetadata().setVersion("1"))
                     .recordTemplate(new Status().setRemoved(false))
                     .build(mockAspectRetriever),
@@ -295,7 +297,7 @@ public void toUpsertBatchItemsProposedItemTest() {
                         testRegistry
                             .getEntitySpec(DATASET_ENTITY_NAME)
                             .getAspectSpec(STATUS_ASPECT_NAME))
-                    .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+                    .auditStamp(auditStamp)
                     .systemMetadata(testItems.get(1).getSystemMetadata().setVersion("1"))
                     .recordTemplate(new Status().setRemoved(false))
                     .build(mockAspectRetriever))),
diff --git a/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java b/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
index bf3481205fb5ab..059a6b7ed0aea3 100644
--- a/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
+++ b/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
@@ -854,7 +854,7 @@ private List<UpdateAspectResult> ingestAspectsToLocalDB(
       boolean overwrite) {
 
     if (inputBatch.containsDuplicateAspects()) {
-      log.warn(String.format("Batch contains duplicates: %s", inputBatch));
+      log.warn("Batch contains duplicates: {}", inputBatch.duplicateAspects());
       MetricUtils.counter(EntityServiceImpl.class, "batch_with_duplicate").inc();
     }
 
@@ -968,39 +968,20 @@ private List<UpdateAspectResult> ingestAspectsToLocalDB(
                                             writeItem.getAspectSpec(),
                                             databaseAspect);
 
-                            final UpdateAspectResult result;
                             /*
                               This condition is specifically for an older conditional write ingestAspectIfNotPresent()
                               overwrite is always true otherwise
                             */
                             if (overwrite || databaseAspect == null) {
-                              result =
-                                  Optional.ofNullable(
-                                          ingestAspectToLocalDB(
-                                              txContext, writeItem, databaseSystemAspect))
-                                      .map(
-                                          optResult ->
-                                              optResult.toBuilder().request(writeItem).build())
-                                      .orElse(null);
-
-                            } else {
-                              RecordTemplate oldValue = databaseSystemAspect.getRecordTemplate();
-                              SystemMetadata oldMetadata = databaseSystemAspect.getSystemMetadata();
-                              result =
-                                  UpdateAspectResult.<ChangeItemImpl>builder()
-                                      .urn(writeItem.getUrn())
-                                      .request(writeItem)
-                                      .oldValue(oldValue)
-                                      .newValue(oldValue)
-                                      .oldSystemMetadata(oldMetadata)
-                                      .newSystemMetadata(oldMetadata)
-                                      .operation(MetadataAuditOperation.UPDATE)
-                                      .auditStamp(writeItem.getAuditStamp())
-                                      .maxVersion(databaseAspect.getVersion())
-                                      .build();
+                              return Optional.ofNullable(
+                                      ingestAspectToLocalDB(
+                                          txContext, writeItem, databaseSystemAspect))
+                                  .map(
+                                      optResult -> optResult.toBuilder().request(writeItem).build())
+                                  .orElse(null);
                             }
 
-                            return result;
+                            return null;
                           })
                       .filter(Objects::nonNull)
                       .collect(Collectors.toList());
@@ -1051,7 +1032,8 @@ This condition is specifically for an older conditional write ingestAspectIfNotP
                 }
               } else {
                 MetricUtils.counter(EntityServiceImpl.class, "batch_empty_transaction").inc();
-                log.warn("Empty transaction detected. {}", inputBatch);
+                // This includes no-op batches. i.e. patch removing non-existent items
+                log.debug("Empty transaction detected");
               }
 
               return upsertResults;
@@ -1150,7 +1132,7 @@ public RecordTemplate ingestAspectIfNotPresent(
             .build();
     List<UpdateAspectResult> ingested = ingestAspects(opContext, aspectsBatch, true, false);
 
-    return ingested.stream().findFirst().get().getNewValue();
+    return ingested.stream().findFirst().map(UpdateAspectResult::getNewValue).orElse(null);
   }
 
   /**
@@ -2525,6 +2507,14 @@ private UpdateAspectResult ingestAspectToLocalDB(
       @Nonnull final ChangeMCP writeItem,
       @Nullable final EntityAspect.EntitySystemAspect databaseAspect) {
 
+    if (writeItem.getRecordTemplate() == null) {
+      log.error(
+          "Unexpected write of null aspect with name {}, urn {}",
+          writeItem.getAspectName(),
+          writeItem.getUrn());
+      return null;
+    }
+
     // Set the "last run id" to be the run id provided with the new system metadata. This will be
     // stored in index
     // for all aspects that have a run id, regardless of whether they change.
@@ -2533,9 +2523,6 @@ private UpdateAspectResult ingestAspectToLocalDB(
         .setLastRunId(writeItem.getSystemMetadata().getRunId(GetMode.NULL), SetMode.IGNORE_NULL);
 
     // 2. Compare the latest existing and new.
-    final RecordTemplate databaseValue =
-        databaseAspect == null ? null : databaseAspect.getRecordTemplate();
-
     final EntityAspect.EntitySystemAspect previousBatchAspect =
         (EntityAspect.EntitySystemAspect) writeItem.getPreviousSystemAspect();
     final RecordTemplate previousValue =
@@ -2544,45 +2531,86 @@ private UpdateAspectResult ingestAspectToLocalDB(
     // 3. If there is no difference between existing and new, we just update
     // the lastObserved in system metadata. RunId should stay as the original runId
     if (previousValue != null
-        && DataTemplateUtil.areEqual(databaseValue, writeItem.getRecordTemplate())) {
+        && DataTemplateUtil.areEqual(previousValue, writeItem.getRecordTemplate())) {
 
-      SystemMetadata latestSystemMetadata = previousBatchAspect.getSystemMetadata();
-      latestSystemMetadata.setLastObserved(writeItem.getSystemMetadata().getLastObserved());
-      latestSystemMetadata.setLastRunId(
-          writeItem.getSystemMetadata().getLastRunId(GetMode.NULL), SetMode.IGNORE_NULL);
-
-      previousBatchAspect
-          .getEntityAspect()
-          .setSystemMetadata(RecordUtils.toJsonString(latestSystemMetadata));
-
-      log.info(
-          "Ingesting aspect with name {}, urn {}",
-          previousBatchAspect.getAspectName(),
-          previousBatchAspect.getUrn());
-      aspectDao.saveAspect(txContext, previousBatchAspect.getEntityAspect(), false);
-
-      // metrics
-      aspectDao.incrementWriteMetrics(
-          previousBatchAspect.getAspectName(),
-          1,
-          previousBatchAspect.getMetadataRaw().getBytes(StandardCharsets.UTF_8).length);
+      Optional<SystemMetadata> latestSystemMetadataDiff =
+          systemMetadataDiff(
+              txContext,
+              previousBatchAspect.getSystemMetadata(),
+              writeItem.getSystemMetadata(),
+              databaseAspect == null ? null : databaseAspect.getSystemMetadata());
+
+      if (latestSystemMetadataDiff.isPresent()) {
+        // Update previous version since that is what is re-written
+        previousBatchAspect
+            .getEntityAspect()
+            .setSystemMetadata(RecordUtils.toJsonString(latestSystemMetadataDiff.get()));
+
+        // Inserts & update order is not guaranteed, flush the insert for potential updates within
+        // same tx
+        if (databaseAspect == null && txContext != null) {
+          conditionalLogLevel(
+              txContext,
+              String.format(
+                  "Flushing for systemMetadata update aspect with name %s, urn %s",
+                  writeItem.getAspectName(), writeItem.getUrn()));
+          txContext.flush();
+        }
 
-      return UpdateAspectResult.builder()
-          .urn(writeItem.getUrn())
-          .oldValue(previousValue)
-          .newValue(previousValue)
-          .oldSystemMetadata(previousBatchAspect.getSystemMetadata())
-          .newSystemMetadata(latestSystemMetadata)
-          .operation(MetadataAuditOperation.UPDATE)
-          .auditStamp(writeItem.getAuditStamp())
-          .maxVersion(0)
-          .build();
+        conditionalLogLevel(
+            txContext,
+            String.format(
+                "Update aspect with name %s, urn %s, txContext: %s, databaseAspect: %s, newAspect: %s",
+                previousBatchAspect.getAspectName(),
+                previousBatchAspect.getUrn(),
+                txContext != null,
+                databaseAspect == null ? null : databaseAspect.getEntityAspect(),
+                previousBatchAspect.getEntityAspect()));
+        aspectDao.saveAspect(txContext, previousBatchAspect.getEntityAspect(), false);
+
+        // metrics
+        aspectDao.incrementWriteMetrics(
+            previousBatchAspect.getAspectName(),
+            1,
+            previousBatchAspect.getMetadataRaw().getBytes(StandardCharsets.UTF_8).length);
+
+        return UpdateAspectResult.builder()
+            .urn(writeItem.getUrn())
+            .oldValue(previousValue)
+            .newValue(previousValue)
+            .oldSystemMetadata(previousBatchAspect.getSystemMetadata())
+            .newSystemMetadata(latestSystemMetadataDiff.get())
+            .operation(MetadataAuditOperation.UPDATE)
+            .auditStamp(writeItem.getAuditStamp())
+            .maxVersion(0)
+            .build();
+      } else {
+        MetricUtils.counter(EntityServiceImpl.class, "batch_with_noop_sysmetadata").inc();
+        return null;
+      }
     }
 
     // 4. Save the newValue as the latest version
-    if (!DataTemplateUtil.areEqual(databaseValue, writeItem.getRecordTemplate())) {
-      log.debug(
-          "Ingesting aspect with name {}, urn {}", writeItem.getAspectName(), writeItem.getUrn());
+    if (writeItem.getRecordTemplate() != null
+        && !DataTemplateUtil.areEqual(previousValue, writeItem.getRecordTemplate())) {
+      conditionalLogLevel(
+          txContext,
+          String.format(
+              "Insert aspect with name %s, urn %s", writeItem.getAspectName(), writeItem.getUrn()));
+
+      // Inserts & update order is not guaranteed, flush the insert for potential updates within
+      // same tx
+      if (databaseAspect == null
+          && !ASPECT_LATEST_VERSION.equals(writeItem.getNextAspectVersion())
+          && txContext != null) {
+        conditionalLogLevel(
+            txContext,
+            String.format(
+                "Flushing for update aspect with name %s, urn %s",
+                writeItem.getAspectName(), writeItem.getUrn()));
+        txContext.flush();
+      }
+
       String newValueStr = EntityApiUtils.toJsonAspect(writeItem.getRecordTemplate());
       long versionOfOld =
           aspectDao.saveLatestAspect(
@@ -2630,4 +2658,41 @@ private static boolean shouldAspectEmitChangeLog(@Nonnull final AspectSpec aspec
         aspectSpec.getRelationshipFieldSpecs();
     return relationshipFieldSpecs.stream().anyMatch(RelationshipFieldSpec::isLineageRelationship);
   }
+
+  private static Optional<SystemMetadata> systemMetadataDiff(
+      @Nullable TransactionContext txContext,
+      @Nullable SystemMetadata previous,
+      @Nonnull SystemMetadata current,
+      @Nullable SystemMetadata database) {
+
+    SystemMetadata latestSystemMetadata = GenericRecordUtils.copy(previous, SystemMetadata.class);
+
+    latestSystemMetadata.setLastRunId(previous.getRunId(), SetMode.REMOVE_IF_NULL);
+    latestSystemMetadata.setLastObserved(current.getLastObserved(), SetMode.IGNORE_NULL);
+    latestSystemMetadata.setRunId(current.getRunId(), SetMode.REMOVE_IF_NULL);
+
+    if (!DataTemplateUtil.areEqual(latestSystemMetadata, previous)
+        && !DataTemplateUtil.areEqual(latestSystemMetadata, database)) {
+
+      conditionalLogLevel(
+          txContext,
+          String.format(
+              "systemMetdataDiff: %s != %s AND %s",
+              RecordUtils.toJsonString(latestSystemMetadata),
+              previous == null ? null : RecordUtils.toJsonString(previous),
+              database == null ? null : RecordUtils.toJsonString(database)));
+
+      return Optional.of(latestSystemMetadata);
+    }
+
+    return Optional.empty();
+  }
+
+  private static void conditionalLogLevel(@Nullable TransactionContext txContext, String message) {
+    if (txContext != null && txContext.getFailedAttempts() > 1) {
+      log.warn(message);
+    } else {
+      log.debug(message);
+    }
+  }
 }
diff --git a/metadata-io/src/main/java/com/linkedin/metadata/entity/TransactionContext.java b/metadata-io/src/main/java/com/linkedin/metadata/entity/TransactionContext.java
index 69f2f1c8981c03..6897c9152e9a25 100644
--- a/metadata-io/src/main/java/com/linkedin/metadata/entity/TransactionContext.java
+++ b/metadata-io/src/main/java/com/linkedin/metadata/entity/TransactionContext.java
@@ -66,4 +66,10 @@ public void commitAndContinue() {
     }
     success();
   }
+
+  public void flush() {
+    if (tx != null) {
+      tx.flush();
+    }
+  }
 }
diff --git a/metadata-io/src/main/java/com/linkedin/metadata/entity/cassandra/CassandraAspectDao.java b/metadata-io/src/main/java/com/linkedin/metadata/entity/cassandra/CassandraAspectDao.java
index 9e7387947a9547..a00482acda62e2 100644
--- a/metadata-io/src/main/java/com/linkedin/metadata/entity/cassandra/CassandraAspectDao.java
+++ b/metadata-io/src/main/java/com/linkedin/metadata/entity/cassandra/CassandraAspectDao.java
@@ -590,7 +590,7 @@ public long saveLatestAspect(
     // Save oldValue as the largest version + 1
     long largestVersion = ASPECT_LATEST_VERSION;
     BatchStatement batch = BatchStatement.newInstance(BatchType.UNLOGGED);
-    if (oldAspectMetadata != null && oldTime != null) {
+    if (!ASPECT_LATEST_VERSION.equals(nextVersion) && oldTime != null) {
       largestVersion = nextVersion;
       final EntityAspect aspect =
           new EntityAspect(
@@ -616,7 +616,7 @@ public long saveLatestAspect(
             newTime,
             newActor,
             newImpersonator);
-    batch = batch.add(generateSaveStatement(aspect, oldAspectMetadata == null));
+    batch = batch.add(generateSaveStatement(aspect, ASPECT_LATEST_VERSION.equals(nextVersion)));
     _cqlSession.execute(batch);
     return largestVersion;
   }
diff --git a/metadata-io/src/main/java/com/linkedin/metadata/entity/ebean/EbeanAspectDao.java b/metadata-io/src/main/java/com/linkedin/metadata/entity/ebean/EbeanAspectDao.java
index 6233bf5e0e35cf..729d0e61cb2c00 100644
--- a/metadata-io/src/main/java/com/linkedin/metadata/entity/ebean/EbeanAspectDao.java
+++ b/metadata-io/src/main/java/com/linkedin/metadata/entity/ebean/EbeanAspectDao.java
@@ -165,7 +165,7 @@ public long saveLatestAspect(
     }
     // Save oldValue as the largest version + 1
     long largestVersion = ASPECT_LATEST_VERSION;
-    if (oldAspectMetadata != null && oldTime != null) {
+    if (!ASPECT_LATEST_VERSION.equals(nextVersion) && oldTime != null) {
       largestVersion = nextVersion;
       saveAspect(
           txContext,
@@ -191,7 +191,7 @@ public long saveLatestAspect(
         newTime,
         newSystemMetadata,
         ASPECT_LATEST_VERSION,
-        oldAspectMetadata == null);
+        ASPECT_LATEST_VERSION.equals(nextVersion));
 
     return largestVersion;
   }
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/AspectGenerationUtils.java b/metadata-io/src/test/java/com/linkedin/metadata/AspectGenerationUtils.java
index 346a1eef845923..395c040f288111 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/AspectGenerationUtils.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/AspectGenerationUtils.java
@@ -34,19 +34,19 @@ public static SystemMetadata createSystemMetadata() {
   }
 
   @Nonnull
-  public static SystemMetadata createSystemMetadata(long nextAspectVersion) {
+  public static SystemMetadata createSystemMetadata(int nextAspectVersion) {
     return createSystemMetadata(
         1625792689, "run-123", "run-123", String.valueOf(nextAspectVersion));
   }
 
   @Nonnull
-  public static SystemMetadata createSystemMetadata(long lastObserved, @Nonnull String runId) {
+  public static SystemMetadata createSystemMetadata(int lastObserved, @Nonnull String runId) {
     return createSystemMetadata(lastObserved, runId, runId, null);
   }
 
   @Nonnull
   public static SystemMetadata createSystemMetadata(
-      long lastObserved,
+      int lastObserved, // for test comparison must be int
       @Nonnull String runId,
       @Nonnull String lastRunId,
       @Nullable String version) {
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java b/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java
index a1000fd02abfe1..aa42545fa0e46f 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/entity/EbeanEntityServiceTest.java
@@ -1,10 +1,6 @@
 package com.linkedin.metadata.entity;
 
-import static com.linkedin.metadata.Constants.APP_SOURCE;
 import static com.linkedin.metadata.Constants.CORP_USER_ENTITY_NAME;
-import static com.linkedin.metadata.Constants.DATASET_ENTITY_NAME;
-import static com.linkedin.metadata.Constants.GLOBAL_TAGS_ASPECT_NAME;
-import static com.linkedin.metadata.Constants.METADATA_TESTS_SOURCE;
 import static com.linkedin.metadata.Constants.STATUS_ASPECT_NAME;
 import static org.mockito.Mockito.mock;
 import static org.testng.Assert.assertEquals;
@@ -12,36 +8,27 @@
 import static org.testng.Assert.assertTrue;
 
 import com.linkedin.common.AuditStamp;
-import com.linkedin.common.GlobalTags;
 import com.linkedin.common.Status;
-import com.linkedin.common.TagAssociation;
-import com.linkedin.common.TagAssociationArray;
-import com.linkedin.common.urn.TagUrn;
 import com.linkedin.common.urn.Urn;
 import com.linkedin.common.urn.UrnUtils;
 import com.linkedin.data.template.DataTemplateUtil;
 import com.linkedin.data.template.RecordTemplate;
-import com.linkedin.data.template.StringMap;
 import com.linkedin.entity.EnvelopedAspect;
 import com.linkedin.identity.CorpUserInfo;
 import com.linkedin.metadata.AspectGenerationUtils;
 import com.linkedin.metadata.Constants;
 import com.linkedin.metadata.EbeanTestUtils;
-import com.linkedin.metadata.aspect.patch.GenericJsonPatch;
-import com.linkedin.metadata.aspect.patch.PatchOperationType;
 import com.linkedin.metadata.config.EbeanConfiguration;
 import com.linkedin.metadata.config.PreProcessHooks;
 import com.linkedin.metadata.entity.ebean.EbeanAspectDao;
 import com.linkedin.metadata.entity.ebean.EbeanRetentionService;
 import com.linkedin.metadata.entity.ebean.batch.AspectsBatchImpl;
 import com.linkedin.metadata.entity.ebean.batch.ChangeItemImpl;
-import com.linkedin.metadata.entity.ebean.batch.PatchItemImpl;
 import com.linkedin.metadata.event.EventProducer;
 import com.linkedin.metadata.key.CorpUserKey;
 import com.linkedin.metadata.models.registry.EntityRegistryException;
 import com.linkedin.metadata.query.ListUrnsResult;
 import com.linkedin.metadata.service.UpdateIndicesService;
-import com.linkedin.metadata.utils.AuditStampUtils;
 import com.linkedin.metadata.utils.PegasusUtils;
 import com.linkedin.mxe.MetadataChangeProposal;
 import com.linkedin.mxe.SystemMetadata;
@@ -64,7 +51,6 @@
 import java.util.concurrent.LinkedBlockingQueue;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
-import java.util.stream.Stream;
 import org.apache.commons.lang3.tuple.Triple;
 import org.testng.Assert;
 import org.testng.annotations.BeforeMethod;
@@ -396,360 +382,6 @@ public void testSystemMetadataDuplicateKey() throws Exception {
         "Expected version 0 with systemMeta version 3 accounting for the the collision");
   }
 
-  @Test
-  public void testBatchDuplicate() throws Exception {
-    Urn entityUrn = UrnUtils.getUrn("urn:li:corpuser:batchDuplicateTest");
-    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
-    ChangeItemImpl item1 =
-        ChangeItemImpl.builder()
-            .urn(entityUrn)
-            .aspectName(STATUS_ASPECT_NAME)
-            .recordTemplate(new Status().setRemoved(true))
-            .systemMetadata(systemMetadata.copy())
-            .auditStamp(TEST_AUDIT_STAMP)
-            .build(TestOperationContexts.emptyAspectRetriever(null));
-    ChangeItemImpl item2 =
-        ChangeItemImpl.builder()
-            .urn(entityUrn)
-            .aspectName(STATUS_ASPECT_NAME)
-            .recordTemplate(new Status().setRemoved(false))
-            .systemMetadata(systemMetadata.copy())
-            .auditStamp(TEST_AUDIT_STAMP)
-            .build(TestOperationContexts.emptyAspectRetriever(null));
-    _entityServiceImpl.ingestAspects(
-        opContext,
-        AspectsBatchImpl.builder()
-            .retrieverContext(opContext.getRetrieverContext().get())
-            .items(List.of(item1, item2))
-            .build(),
-        false,
-        true);
-
-    // List aspects urns
-    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 2);
-
-    assertEquals(batch.getStart().intValue(), 0);
-    assertEquals(batch.getCount().intValue(), 1);
-    assertEquals(batch.getTotal().intValue(), 1);
-    assertEquals(batch.getEntities().size(), 1);
-    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
-
-    EnvelopedAspect envelopedAspect =
-        _entityServiceImpl.getLatestEnvelopedAspect(
-            opContext, CORP_USER_ENTITY_NAME, entityUrn, STATUS_ASPECT_NAME);
-    assertEquals(
-        envelopedAspect.getSystemMetadata().getVersion(),
-        "2",
-        "Expected version 2 accounting for duplicates");
-    assertEquals(
-        envelopedAspect.getValue().toString(),
-        "{removed=false}",
-        "Expected 2nd item to be the latest");
-  }
-
-  @Test
-  public void testBatchPatchWithTrailingNoOp() throws Exception {
-    Urn entityUrn =
-        UrnUtils.getUrn(
-            "urn:li:dataset:(urn:li:dataPlatform:snowflake,testBatchPatchWithTrailingNoOp,PROD)");
-    TagUrn tag1 = TagUrn.createFromString("urn:li:tag:tag1");
-    Urn tag2 = UrnUtils.getUrn("urn:li:tag:tag2");
-    Urn tagOther = UrnUtils.getUrn("urn:li:tag:other");
-
-    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
-
-    ChangeItemImpl initialAspectTag1 =
-        ChangeItemImpl.builder()
-            .urn(entityUrn)
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .recordTemplate(
-                new GlobalTags()
-                    .setTags(new TagAssociationArray(new TagAssociation().setTag(tag1))))
-            .systemMetadata(systemMetadata.copy())
-            .auditStamp(TEST_AUDIT_STAMP)
-            .build(TestOperationContexts.emptyAspectRetriever(null));
-
-    PatchItemImpl patchAdd2 =
-        PatchItemImpl.builder()
-            .urn(entityUrn)
-            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .aspectSpec(
-                _testEntityRegistry
-                    .getEntitySpec(DATASET_ENTITY_NAME)
-                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
-            .patch(
-                GenericJsonPatch.builder()
-                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
-                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag2)))
-                    .build()
-                    .getJsonPatch())
-            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
-            .build(_testEntityRegistry);
-
-    PatchItemImpl patchRemoveNonExistent =
-        PatchItemImpl.builder()
-            .urn(entityUrn)
-            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .aspectSpec(
-                _testEntityRegistry
-                    .getEntitySpec(DATASET_ENTITY_NAME)
-                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
-            .patch(
-                GenericJsonPatch.builder()
-                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
-                    .patch(List.of(tagPatchOp(PatchOperationType.REMOVE, tagOther)))
-                    .build()
-                    .getJsonPatch())
-            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
-            .build(_testEntityRegistry);
-
-    // establish base entity
-    _entityServiceImpl.ingestAspects(
-        opContext,
-        AspectsBatchImpl.builder()
-            .retrieverContext(opContext.getRetrieverContext().get())
-            .items(List.of(initialAspectTag1))
-            .build(),
-        false,
-        true);
-
-    _entityServiceImpl.ingestAspects(
-        opContext,
-        AspectsBatchImpl.builder()
-            .retrieverContext(opContext.getRetrieverContext().get())
-            .items(List.of(patchAdd2, patchRemoveNonExistent))
-            .build(),
-        false,
-        true);
-
-    // List aspects urns
-    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
-
-    assertEquals(batch.getStart().intValue(), 0);
-    assertEquals(batch.getCount().intValue(), 1);
-    assertEquals(batch.getTotal().intValue(), 1);
-    assertEquals(batch.getEntities().size(), 1);
-    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
-
-    EnvelopedAspect envelopedAspect =
-        _entityServiceImpl.getLatestEnvelopedAspect(
-            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
-    assertEquals(
-        envelopedAspect.getSystemMetadata().getVersion(),
-        "3",
-        "Expected version 3. 1 - Initial, + 1 add, 1 remove");
-    assertEquals(
-        new GlobalTags(envelopedAspect.getValue().data())
-            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
-        Set.of(tag1, tag2),
-        "Expected both tags");
-  }
-
-  @Test
-  public void testBatchPatchAdd() throws Exception {
-    Urn entityUrn =
-        UrnUtils.getUrn("urn:li:dataset:(urn:li:dataPlatform:snowflake,testBatchPatchAdd,PROD)");
-    TagUrn tag1 = TagUrn.createFromString("urn:li:tag:tag1");
-    TagUrn tag2 = TagUrn.createFromString("urn:li:tag:tag2");
-    TagUrn tag3 = TagUrn.createFromString("urn:li:tag:tag3");
-
-    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
-
-    ChangeItemImpl initialAspectTag1 =
-        ChangeItemImpl.builder()
-            .urn(entityUrn)
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .recordTemplate(
-                new GlobalTags()
-                    .setTags(new TagAssociationArray(new TagAssociation().setTag(tag1))))
-            .systemMetadata(systemMetadata.copy())
-            .auditStamp(TEST_AUDIT_STAMP)
-            .build(TestOperationContexts.emptyAspectRetriever(null));
-
-    PatchItemImpl patchAdd3 =
-        PatchItemImpl.builder()
-            .urn(entityUrn)
-            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .aspectSpec(
-                _testEntityRegistry
-                    .getEntitySpec(DATASET_ENTITY_NAME)
-                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
-            .patch(
-                GenericJsonPatch.builder()
-                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
-                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag3)))
-                    .build()
-                    .getJsonPatch())
-            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
-            .build(_testEntityRegistry);
-
-    PatchItemImpl patchAdd2 =
-        PatchItemImpl.builder()
-            .urn(entityUrn)
-            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .aspectSpec(
-                _testEntityRegistry
-                    .getEntitySpec(DATASET_ENTITY_NAME)
-                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
-            .patch(
-                GenericJsonPatch.builder()
-                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
-                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag2)))
-                    .build()
-                    .getJsonPatch())
-            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
-            .build(_testEntityRegistry);
-
-    PatchItemImpl patchAdd1 =
-        PatchItemImpl.builder()
-            .urn(entityUrn)
-            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .aspectSpec(
-                _testEntityRegistry
-                    .getEntitySpec(DATASET_ENTITY_NAME)
-                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
-            .patch(
-                GenericJsonPatch.builder()
-                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
-                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag1)))
-                    .build()
-                    .getJsonPatch())
-            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
-            .build(_testEntityRegistry);
-
-    // establish base entity
-    _entityServiceImpl.ingestAspects(
-        opContext,
-        AspectsBatchImpl.builder()
-            .retrieverContext(opContext.getRetrieverContext().get())
-            .items(List.of(initialAspectTag1))
-            .build(),
-        false,
-        true);
-
-    _entityServiceImpl.ingestAspects(
-        opContext,
-        AspectsBatchImpl.builder()
-            .retrieverContext(opContext.getRetrieverContext().get())
-            .items(List.of(patchAdd3, patchAdd2, patchAdd1))
-            .build(),
-        false,
-        true);
-
-    // List aspects urns
-    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
-
-    assertEquals(batch.getStart().intValue(), 0);
-    assertEquals(batch.getCount().intValue(), 1);
-    assertEquals(batch.getTotal().intValue(), 1);
-    assertEquals(batch.getEntities().size(), 1);
-    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
-
-    EnvelopedAspect envelopedAspect =
-        _entityServiceImpl.getLatestEnvelopedAspect(
-            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
-    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "4", "Expected version 4");
-    assertEquals(
-        new GlobalTags(envelopedAspect.getValue().data())
-            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
-        Set.of(tag1, tag2, tag3),
-        "Expected all tags");
-  }
-
-  @Test
-  public void testBatchPatchAddDuplicate() throws Exception {
-    Urn entityUrn =
-        UrnUtils.getUrn("urn:li:dataset:(urn:li:dataPlatform:snowflake,testBatchPatchAdd,PROD)");
-    List<TagAssociation> initialTags =
-        List.of(
-                TagUrn.createFromString("urn:li:tag:__default_large_table"),
-                TagUrn.createFromString("urn:li:tag:__default_low_queries"),
-                TagUrn.createFromString("urn:li:tag:__default_low_changes"),
-                TagUrn.createFromString("urn:li:tag:!10TB+ tables"))
-            .stream()
-            .map(tag -> new TagAssociation().setTag(tag))
-            .collect(Collectors.toList());
-    TagUrn tag2 = TagUrn.createFromString("urn:li:tag:$ 1TB+");
-
-    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
-
-    SystemMetadata patchSystemMetadata = new SystemMetadata();
-    patchSystemMetadata.setLastObserved(systemMetadata.getLastObserved() + 1);
-    patchSystemMetadata.setProperties(new StringMap(Map.of(APP_SOURCE, METADATA_TESTS_SOURCE)));
-
-    ChangeItemImpl initialAspectTag1 =
-        ChangeItemImpl.builder()
-            .urn(entityUrn)
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .recordTemplate(new GlobalTags().setTags(new TagAssociationArray(initialTags)))
-            .systemMetadata(systemMetadata.copy())
-            .auditStamp(TEST_AUDIT_STAMP)
-            .build(TestOperationContexts.emptyAspectRetriever(null));
-
-    PatchItemImpl patchAdd2 =
-        PatchItemImpl.builder()
-            .urn(entityUrn)
-            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
-            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
-            .aspectSpec(
-                _testEntityRegistry
-                    .getEntitySpec(DATASET_ENTITY_NAME)
-                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
-            .patch(
-                GenericJsonPatch.builder()
-                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
-                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag2)))
-                    .build()
-                    .getJsonPatch())
-            .systemMetadata(patchSystemMetadata)
-            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
-            .build(_testEntityRegistry);
-
-    // establish base entity
-    _entityServiceImpl.ingestAspects(
-        opContext,
-        AspectsBatchImpl.builder()
-            .retrieverContext(opContext.getRetrieverContext().get())
-            .items(List.of(initialAspectTag1))
-            .build(),
-        false,
-        true);
-
-    _entityServiceImpl.ingestAspects(
-        opContext,
-        AspectsBatchImpl.builder()
-            .retrieverContext(opContext.getRetrieverContext().get())
-            .items(List.of(patchAdd2, patchAdd2)) // duplicate
-            .build(),
-        false,
-        true);
-
-    // List aspects urns
-    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
-
-    assertEquals(batch.getStart().intValue(), 0);
-    assertEquals(batch.getCount().intValue(), 1);
-    assertEquals(batch.getTotal().intValue(), 1);
-    assertEquals(batch.getEntities().size(), 1);
-    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
-
-    EnvelopedAspect envelopedAspect =
-        _entityServiceImpl.getLatestEnvelopedAspect(
-            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
-    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "3", "Expected version 3");
-    assertEquals(
-        new GlobalTags(envelopedAspect.getValue().data())
-            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
-        Stream.concat(initialTags.stream().map(TagAssociation::getTag), Stream.of(tag2))
-            .collect(Collectors.toSet()),
-        "Expected all tags");
-  }
-
   @Test
   public void dataGeneratorThreadingTest() {
     DataGenerator dataGenerator = new DataGenerator(opContext, _entityServiceImpl);
@@ -976,14 +608,4 @@ public void run() {
       }
     }
   }
-
-  private static GenericJsonPatch.PatchOp tagPatchOp(PatchOperationType op, Urn tagUrn) {
-    GenericJsonPatch.PatchOp patchOp = new GenericJsonPatch.PatchOp();
-    patchOp.setOp(op.getValue());
-    patchOp.setPath(String.format("/tags/%s", tagUrn));
-    if (PatchOperationType.ADD.equals(op)) {
-      patchOp.setValue(Map.of("tag", tagUrn.toString()));
-    }
-    return patchOp;
-  }
 }
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java b/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java
index 654c448fdec946..18d277cacbbe26 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java
@@ -11,14 +11,18 @@
 import com.google.common.collect.ImmutableList;
 import com.google.common.collect.ImmutableSet;
 import com.linkedin.common.AuditStamp;
+import com.linkedin.common.GlobalTags;
 import com.linkedin.common.Owner;
 import com.linkedin.common.OwnerArray;
 import com.linkedin.common.Ownership;
 import com.linkedin.common.OwnershipType;
 import com.linkedin.common.Status;
+import com.linkedin.common.TagAssociation;
+import com.linkedin.common.TagAssociationArray;
 import com.linkedin.common.UrnArray;
 import com.linkedin.common.VersionedUrn;
 import com.linkedin.common.urn.CorpuserUrn;
+import com.linkedin.common.urn.TagUrn;
 import com.linkedin.common.urn.TupleKey;
 import com.linkedin.common.urn.Urn;
 import com.linkedin.common.urn.UrnUtils;
@@ -42,8 +46,11 @@
 import com.linkedin.metadata.aspect.CorpUserAspect;
 import com.linkedin.metadata.aspect.CorpUserAspectArray;
 import com.linkedin.metadata.aspect.VersionedAspect;
+import com.linkedin.metadata.aspect.patch.GenericJsonPatch;
+import com.linkedin.metadata.aspect.patch.PatchOperationType;
 import com.linkedin.metadata.entity.ebean.batch.AspectsBatchImpl;
 import com.linkedin.metadata.entity.ebean.batch.ChangeItemImpl;
+import com.linkedin.metadata.entity.ebean.batch.PatchItemImpl;
 import com.linkedin.metadata.entity.restoreindices.RestoreIndicesArgs;
 import com.linkedin.metadata.entity.validation.ValidationApiUtils;
 import com.linkedin.metadata.entity.validation.ValidationException;
@@ -52,10 +59,12 @@
 import com.linkedin.metadata.models.AspectSpec;
 import com.linkedin.metadata.models.registry.EntityRegistry;
 import com.linkedin.metadata.models.registry.EntityRegistryException;
+import com.linkedin.metadata.query.ListUrnsResult;
 import com.linkedin.metadata.run.AspectRowSummary;
 import com.linkedin.metadata.service.UpdateIndicesService;
 import com.linkedin.metadata.snapshot.CorpUserSnapshot;
 import com.linkedin.metadata.snapshot.Snapshot;
+import com.linkedin.metadata.utils.AuditStampUtils;
 import com.linkedin.metadata.utils.EntityKeyUtils;
 import com.linkedin.metadata.utils.GenericRecordUtils;
 import com.linkedin.mxe.GenericAspect;
@@ -605,6 +614,9 @@ public void testReingestLineageAspect() throws Exception {
                 entityUrn,
                 _testEntityRegistry.getEntitySpec(entityUrn.getEntityType()).getKeyAspectSpec())));
 
+    SystemMetadata futureSystemMetadata = AspectGenerationUtils.createSystemMetadata(1);
+    futureSystemMetadata.setLastObserved(futureSystemMetadata.getLastObserved() + 1);
+
     final MetadataChangeLog restateChangeLog = new MetadataChangeLog();
     restateChangeLog.setEntityType(entityUrn.getEntityType());
     restateChangeLog.setEntityUrn(entityUrn);
@@ -612,10 +624,10 @@ public void testReingestLineageAspect() throws Exception {
     restateChangeLog.setAspectName(aspectName1);
     restateChangeLog.setCreated(TEST_AUDIT_STAMP);
     restateChangeLog.setAspect(aspect);
-    restateChangeLog.setSystemMetadata(AspectGenerationUtils.createSystemMetadata(1));
+    restateChangeLog.setSystemMetadata(futureSystemMetadata);
     restateChangeLog.setPreviousAspectValue(aspect);
     restateChangeLog.setPreviousSystemMetadata(
-        simulatePullFromDB(initialSystemMetadata, SystemMetadata.class));
+        simulatePullFromDB(futureSystemMetadata, SystemMetadata.class));
     restateChangeLog.setEntityKeyAspect(
         GenericRecordUtils.serializeAspect(
             EntityKeyUtils.convertUrnToEntityKey(
@@ -636,11 +648,7 @@ public void testReingestLineageAspect() throws Exception {
     clearInvocations(_mockProducer);
 
     _entityServiceImpl.ingestAspects(
-        opContext,
-        entityUrn,
-        pairToIngest,
-        TEST_AUDIT_STAMP,
-        AspectGenerationUtils.createSystemMetadata());
+        opContext, entityUrn, pairToIngest, TEST_AUDIT_STAMP, futureSystemMetadata);
 
     verify(_mockProducer, times(1))
         .produceMetadataChangeLog(
@@ -682,6 +690,12 @@ public void testReingestLineageProposal() throws Exception {
     initialChangeLog.setAspect(genericAspect);
     initialChangeLog.setSystemMetadata(metadata1);
 
+    SystemMetadata futureSystemMetadata = AspectGenerationUtils.createSystemMetadata(1);
+    futureSystemMetadata.setLastObserved(futureSystemMetadata.getLastObserved() + 1);
+
+    MetadataChangeProposal mcp2 = new MetadataChangeProposal(mcp1.data().copy());
+    mcp2.getSystemMetadata().setLastObserved(futureSystemMetadata.getLastObserved());
+
     final MetadataChangeLog restateChangeLog = new MetadataChangeLog();
     restateChangeLog.setEntityType(entityUrn.getEntityType());
     restateChangeLog.setEntityUrn(entityUrn);
@@ -689,9 +703,10 @@ public void testReingestLineageProposal() throws Exception {
     restateChangeLog.setAspectName(aspectName1);
     restateChangeLog.setCreated(TEST_AUDIT_STAMP);
     restateChangeLog.setAspect(genericAspect);
-    restateChangeLog.setSystemMetadata(AspectGenerationUtils.createSystemMetadata(1));
+    restateChangeLog.setSystemMetadata(futureSystemMetadata);
     restateChangeLog.setPreviousAspectValue(genericAspect);
-    restateChangeLog.setPreviousSystemMetadata(simulatePullFromDB(metadata1, SystemMetadata.class));
+    restateChangeLog.setPreviousSystemMetadata(
+        simulatePullFromDB(futureSystemMetadata, SystemMetadata.class));
 
     Map<String, RecordTemplate> latestAspects =
         _entityServiceImpl.getLatestAspectsForUrn(
@@ -706,7 +721,7 @@ public void testReingestLineageProposal() throws Exception {
     // unless invocations are cleared
     clearInvocations(_mockProducer);
 
-    _entityServiceImpl.ingestProposal(opContext, mcp1, TEST_AUDIT_STAMP, false);
+    _entityServiceImpl.ingestProposal(opContext, mcp2, TEST_AUDIT_STAMP, false);
 
     verify(_mockProducer, times(1))
         .produceMetadataChangeLog(
@@ -1390,7 +1405,7 @@ public void testIngestSameAspect() throws AssertionError {
     SystemMetadata metadata1 = AspectGenerationUtils.createSystemMetadata(1625792689, "run-123");
     SystemMetadata metadata2 = AspectGenerationUtils.createSystemMetadata(1635792689, "run-456");
     SystemMetadata metadata3 =
-        AspectGenerationUtils.createSystemMetadata(1635792689, "run-123", "run-456", "1");
+        AspectGenerationUtils.createSystemMetadata(1635792689, "run-456", "run-123", "1");
 
     List<ChangeItemImpl> items =
         List.of(
@@ -1482,6 +1497,9 @@ public void testIngestSameAspect() throws AssertionError {
 
     assertTrue(
         DataTemplateUtil.areEqual(
+            EntityApiUtils.parseSystemMetadata(readAspectDao2.getSystemMetadata()), metadata3),
+        String.format(
+            "Expected %s == %s",
             EntityApiUtils.parseSystemMetadata(readAspectDao2.getSystemMetadata()), metadata3));
 
     verify(_mockProducer, times(0))
@@ -2179,6 +2197,474 @@ public void testExists() throws Exception {
         Set.of(existentUrn, noStatusUrn, softDeletedUrn));
   }
 
+  @Test
+  public void testBatchDuplicate() throws Exception {
+    Urn entityUrn = UrnUtils.getUrn("urn:li:corpuser:batchDuplicateTest");
+    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
+    ChangeItemImpl item1 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(STATUS_ASPECT_NAME)
+            .recordTemplate(new Status().setRemoved(true))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+    ChangeItemImpl item2 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(STATUS_ASPECT_NAME)
+            .recordTemplate(new Status().setRemoved(false))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(item1, item2))
+            .build(),
+        false,
+        true);
+
+    // List aspects urns
+    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 2);
+
+    assertEquals(batch.getStart().intValue(), 0);
+    assertEquals(batch.getCount().intValue(), 1);
+    assertEquals(batch.getTotal().intValue(), 1);
+    assertEquals(batch.getEntities().size(), 1);
+    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
+
+    EnvelopedAspect envelopedAspect =
+        _entityServiceImpl.getLatestEnvelopedAspect(
+            opContext, CORP_USER_ENTITY_NAME, entityUrn, STATUS_ASPECT_NAME);
+    assertEquals(
+        envelopedAspect.getSystemMetadata().getVersion(),
+        "2",
+        "Expected version 2 after accounting for sequential duplicates");
+    assertEquals(
+        envelopedAspect.getValue().toString(),
+        "{removed=false}",
+        "Expected 2nd item to be the latest");
+  }
+
+  @Test
+  public void testBatchPatchWithTrailingNoOp() throws Exception {
+    Urn entityUrn =
+        UrnUtils.getUrn(
+            "urn:li:dataset:(urn:li:dataPlatform:snowflake,testBatchPatchWithTrailingNoOp,PROD)");
+    TagUrn tag1 = TagUrn.createFromString("urn:li:tag:tag1");
+    Urn tag2 = UrnUtils.getUrn("urn:li:tag:tag2");
+    Urn tagOther = UrnUtils.getUrn("urn:li:tag:other");
+
+    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
+
+    ChangeItemImpl initialAspectTag1 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .recordTemplate(
+                new GlobalTags()
+                    .setTags(new TagAssociationArray(new TagAssociation().setTag(tag1))))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+
+    PatchItemImpl patchAdd2 =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag2)))
+                    .build()
+                    .getJsonPatch())
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    PatchItemImpl patchRemoveNonExistent =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.REMOVE, tagOther)))
+                    .build()
+                    .getJsonPatch())
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    // establish base entity
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(initialAspectTag1))
+            .build(),
+        false,
+        true);
+
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(patchAdd2, patchRemoveNonExistent))
+            .build(),
+        false,
+        true);
+
+    // List aspects urns
+    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
+
+    assertEquals(batch.getStart().intValue(), 0);
+    assertEquals(batch.getCount().intValue(), 1);
+    assertEquals(batch.getTotal().intValue(), 1);
+    assertEquals(batch.getEntities().size(), 1);
+    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
+
+    EnvelopedAspect envelopedAspect =
+        _entityServiceImpl.getLatestEnvelopedAspect(
+            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
+    assertEquals(
+        envelopedAspect.getSystemMetadata().getVersion(),
+        "2",
+        "Expected version 3. 1 - Initial, + 1 add, 1 remove");
+    assertEquals(
+        new GlobalTags(envelopedAspect.getValue().data())
+            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
+        Set.of(tag1, tag2),
+        "Expected both tags");
+  }
+
+  @Test
+  public void testBatchPatchAdd() throws Exception {
+    Urn entityUrn =
+        UrnUtils.getUrn("urn:li:dataset:(urn:li:dataPlatform:snowflake,testBatchPatchAdd,PROD)");
+    TagUrn tag1 = TagUrn.createFromString("urn:li:tag:tag1");
+    TagUrn tag2 = TagUrn.createFromString("urn:li:tag:tag2");
+    TagUrn tag3 = TagUrn.createFromString("urn:li:tag:tag3");
+
+    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
+
+    ChangeItemImpl initialAspectTag1 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .recordTemplate(
+                new GlobalTags()
+                    .setTags(new TagAssociationArray(new TagAssociation().setTag(tag1))))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+
+    PatchItemImpl patchAdd3 =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag3)))
+                    .build()
+                    .getJsonPatch())
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    PatchItemImpl patchAdd2 =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag2)))
+                    .build()
+                    .getJsonPatch())
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    PatchItemImpl patchAdd1 =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag1)))
+                    .build()
+                    .getJsonPatch())
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    // establish base entity
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(initialAspectTag1))
+            .build(),
+        false,
+        true);
+
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(patchAdd3, patchAdd2, patchAdd1))
+            .build(),
+        false,
+        true);
+
+    // List aspects urns
+    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
+
+    assertEquals(batch.getStart().intValue(), 0);
+    assertEquals(batch.getCount().intValue(), 1);
+    assertEquals(batch.getTotal().intValue(), 1);
+    assertEquals(batch.getEntities().size(), 1);
+    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
+
+    EnvelopedAspect envelopedAspect =
+        _entityServiceImpl.getLatestEnvelopedAspect(
+            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
+    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "3", "Expected version 4");
+    assertEquals(
+        new GlobalTags(envelopedAspect.getValue().data())
+            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
+        Set.of(tag1, tag2, tag3),
+        "Expected all tags");
+  }
+
+  @Test
+  public void testBatchPatchAddDuplicate() throws Exception {
+    Urn entityUrn =
+        UrnUtils.getUrn("urn:li:dataset:(urn:li:dataPlatform:snowflake,testBatchPatchAdd,PROD)");
+    List<TagAssociation> initialTags =
+        List.of(
+                TagUrn.createFromString("urn:li:tag:__default_large_table"),
+                TagUrn.createFromString("urn:li:tag:__default_low_queries"),
+                TagUrn.createFromString("urn:li:tag:__default_low_changes"),
+                TagUrn.createFromString("urn:li:tag:!10TB+ tables"))
+            .stream()
+            .map(tag -> new TagAssociation().setTag(tag))
+            .collect(Collectors.toList());
+    TagUrn tag2 = TagUrn.createFromString("urn:li:tag:$ 1TB+");
+
+    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
+
+    SystemMetadata patchSystemMetadata = new SystemMetadata();
+    patchSystemMetadata.setLastObserved(systemMetadata.getLastObserved() + 1);
+    patchSystemMetadata.setProperties(new StringMap(Map.of(APP_SOURCE, METADATA_TESTS_SOURCE)));
+
+    ChangeItemImpl initialAspectTag1 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .recordTemplate(new GlobalTags().setTags(new TagAssociationArray(initialTags)))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+
+    PatchItemImpl patchAdd2 =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag2)))
+                    .build()
+                    .getJsonPatch())
+            .systemMetadata(patchSystemMetadata)
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    // establish base entity
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(initialAspectTag1))
+            .build(),
+        false,
+        true);
+
+    _entityServiceImpl.ingestAspects(
+        opContext,
+        AspectsBatchImpl.builder()
+            .retrieverContext(opContext.getRetrieverContext().get())
+            .items(List.of(patchAdd2, patchAdd2)) // duplicate
+            .build(),
+        false,
+        true);
+
+    // List aspects urns
+    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
+
+    assertEquals(batch.getStart().intValue(), 0);
+    assertEquals(batch.getCount().intValue(), 1);
+    assertEquals(batch.getTotal().intValue(), 1);
+    assertEquals(batch.getEntities().size(), 1);
+    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
+
+    EnvelopedAspect envelopedAspect =
+        _entityServiceImpl.getLatestEnvelopedAspect(
+            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
+    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "2", "Expected version 2");
+    assertEquals(
+        new GlobalTags(envelopedAspect.getValue().data())
+            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
+        Stream.concat(initialTags.stream().map(TagAssociation::getTag), Stream.of(tag2))
+            .collect(Collectors.toSet()),
+        "Expected all tags");
+  }
+
+  @Test
+  public void testPatchRemoveNonExistent() throws Exception {
+    Urn entityUrn =
+        UrnUtils.getUrn(
+            "urn:li:dataset:(urn:li:dataPlatform:snowflake,testPatchRemoveNonExistent,PROD)");
+    TagUrn tag1 = TagUrn.createFromString("urn:li:tag:tag1");
+
+    PatchItemImpl patchRemove =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.REMOVE, tag1)))
+                    .build()
+                    .getJsonPatch())
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    List<UpdateAspectResult> results =
+        _entityServiceImpl.ingestAspects(
+            opContext,
+            AspectsBatchImpl.builder()
+                .retrieverContext(opContext.getRetrieverContext().get())
+                .items(List.of(patchRemove))
+                .build(),
+            false,
+            true);
+
+    assertEquals(results.size(), 4, "Expected default aspects + empty globalTags");
+
+    // List aspects urns
+    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
+
+    assertEquals(batch.getStart().intValue(), 0);
+    assertEquals(batch.getCount().intValue(), 1);
+    assertEquals(batch.getTotal().intValue(), 1);
+    assertEquals(batch.getEntities().size(), 1);
+    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
+
+    EnvelopedAspect envelopedAspect =
+        _entityServiceImpl.getLatestEnvelopedAspect(
+            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
+    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "1", "Expected version 4");
+    assertEquals(
+        new GlobalTags(envelopedAspect.getValue().data())
+            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
+        Set.of(),
+        "Expected empty tags");
+  }
+
+  @Test
+  public void testPatchAddNonExistent() throws Exception {
+    Urn entityUrn =
+        UrnUtils.getUrn(
+            "urn:li:dataset:(urn:li:dataPlatform:snowflake,testPatchAddNonExistent,PROD)");
+    TagUrn tag1 = TagUrn.createFromString("urn:li:tag:tag1");
+
+    PatchItemImpl patchAdd =
+        PatchItemImpl.builder()
+            .urn(entityUrn)
+            .entitySpec(_testEntityRegistry.getEntitySpec(DATASET_ENTITY_NAME))
+            .aspectName(GLOBAL_TAGS_ASPECT_NAME)
+            .aspectSpec(
+                _testEntityRegistry
+                    .getEntitySpec(DATASET_ENTITY_NAME)
+                    .getAspectSpec(GLOBAL_TAGS_ASPECT_NAME))
+            .patch(
+                GenericJsonPatch.builder()
+                    .arrayPrimaryKeys(Map.of("properties", List.of("tag")))
+                    .patch(List.of(tagPatchOp(PatchOperationType.ADD, tag1)))
+                    .build()
+                    .getJsonPatch())
+            .auditStamp(AuditStampUtils.createDefaultAuditStamp())
+            .build(_testEntityRegistry);
+
+    List<UpdateAspectResult> results =
+        _entityServiceImpl.ingestAspects(
+            opContext,
+            AspectsBatchImpl.builder()
+                .retrieverContext(opContext.getRetrieverContext().get())
+                .items(List.of(patchAdd))
+                .build(),
+            false,
+            true);
+
+    assertEquals(results.size(), 4, "Expected default aspects + globalTags");
+
+    // List aspects urns
+    ListUrnsResult batch = _entityServiceImpl.listUrns(opContext, entityUrn.getEntityType(), 0, 1);
+
+    assertEquals(batch.getStart().intValue(), 0);
+    assertEquals(batch.getCount().intValue(), 1);
+    assertEquals(batch.getTotal().intValue(), 1);
+    assertEquals(batch.getEntities().size(), 1);
+    assertEquals(entityUrn.toString(), batch.getEntities().get(0).toString());
+
+    EnvelopedAspect envelopedAspect =
+        _entityServiceImpl.getLatestEnvelopedAspect(
+            opContext, DATASET_ENTITY_NAME, entityUrn, GLOBAL_TAGS_ASPECT_NAME);
+    assertEquals(envelopedAspect.getSystemMetadata().getVersion(), "1", "Expected version 4");
+    assertEquals(
+        new GlobalTags(envelopedAspect.getValue().data())
+            .getTags().stream().map(TagAssociation::getTag).collect(Collectors.toSet()),
+        Set.of(tag1),
+        "Expected all tags");
+  }
+
   @Nonnull
   protected com.linkedin.entity.Entity createCorpUserEntity(Urn entityUrn, String email)
       throws Exception {
@@ -2210,4 +2696,14 @@ protected <T extends RecordTemplate> Pair<String, RecordTemplate> getAspectRecor
         RecordUtils.toRecordTemplate(clazz, objectMapper.writeValueAsString(aspect));
     return new Pair<>(AspectGenerationUtils.getAspectName(aspect), recordTemplate);
   }
+
+  private static GenericJsonPatch.PatchOp tagPatchOp(PatchOperationType op, Urn tagUrn) {
+    GenericJsonPatch.PatchOp patchOp = new GenericJsonPatch.PatchOp();
+    patchOp.setOp(op.getValue());
+    patchOp.setPath(String.format("/tags/%s", tagUrn));
+    if (PatchOperationType.ADD.equals(op)) {
+      patchOp.setValue(Map.of("tag", tagUrn.toString()));
+    }
+    return patchOp;
+  }
 }
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImplTest.java b/metadata-io/src/test/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImplTest.java
new file mode 100644
index 00000000000000..3f6b301e72aa5a
--- /dev/null
+++ b/metadata-io/src/test/java/com/linkedin/metadata/entity/ebean/batch/ChangeItemImplTest.java
@@ -0,0 +1,41 @@
+package com.linkedin.metadata.entity.ebean.batch;
+
+import static com.linkedin.metadata.Constants.STATUS_ASPECT_NAME;
+import static org.testng.Assert.assertFalse;
+
+import com.linkedin.common.AuditStamp;
+import com.linkedin.common.Status;
+import com.linkedin.common.urn.Urn;
+import com.linkedin.common.urn.UrnUtils;
+import com.linkedin.metadata.AspectGenerationUtils;
+import com.linkedin.mxe.SystemMetadata;
+import io.datahubproject.test.metadata.context.TestOperationContexts;
+import org.testng.annotations.Test;
+
+public class ChangeItemImplTest {
+  private static final AuditStamp TEST_AUDIT_STAMP = AspectGenerationUtils.createAuditStamp();
+
+  @Test
+  public void testBatchDuplicate() throws Exception {
+    Urn entityUrn = UrnUtils.getUrn("urn:li:corpuser:batchDuplicateTest");
+    SystemMetadata systemMetadata = AspectGenerationUtils.createSystemMetadata();
+    ChangeItemImpl item1 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(STATUS_ASPECT_NAME)
+            .recordTemplate(new Status().setRemoved(true))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+    ChangeItemImpl item2 =
+        ChangeItemImpl.builder()
+            .urn(entityUrn)
+            .aspectName(STATUS_ASPECT_NAME)
+            .recordTemplate(new Status().setRemoved(false))
+            .systemMetadata(systemMetadata.copy())
+            .auditStamp(TEST_AUDIT_STAMP)
+            .build(TestOperationContexts.emptyAspectRetriever(null));
+
+    assertFalse(item1.isDatabaseDuplicateOf(item2));
+  }
+}
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/schemafields/sideeffects/SchemaFieldSideEffectTest.java b/metadata-io/src/test/java/com/linkedin/metadata/schemafields/sideeffects/SchemaFieldSideEffectTest.java
index 6139776702c715..1661f5f02ee593 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/schemafields/sideeffects/SchemaFieldSideEffectTest.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/schemafields/sideeffects/SchemaFieldSideEffectTest.java
@@ -151,7 +151,7 @@ public void schemaMetadataToSchemaFieldKeyTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_id)"))
                       .aspectName(SCHEMA_FIELD_ALIASES_ASPECT)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
@@ -172,7 +172,7 @@ public void schemaMetadataToSchemaFieldKeyTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_name)"))
                       .aspectName(SCHEMA_FIELD_ALIASES_ASPECT)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
@@ -248,7 +248,7 @@ public void statusToSchemaFieldStatusTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_id)"))
                       .aspectName(STATUS_ASPECT_NAME)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
@@ -263,7 +263,7 @@ public void statusToSchemaFieldStatusTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_name)"))
                       .aspectName(STATUS_ASPECT_NAME)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
@@ -324,7 +324,7 @@ public void statusToSchemaFieldStatusTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_id)"))
                       .aspectName(STATUS_ASPECT_NAME)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
@@ -339,7 +339,7 @@ public void statusToSchemaFieldStatusTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_name)"))
                       .aspectName(STATUS_ASPECT_NAME)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
@@ -354,7 +354,7 @@ public void statusToSchemaFieldStatusTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_id)"))
                       .aspectName(SCHEMA_FIELD_ALIASES_ASPECT)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
@@ -375,7 +375,7 @@ public void statusToSchemaFieldStatusTest() {
                           UrnUtils.getUrn(
                               "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,fct_users_created,PROD),user_name)"))
                       .aspectName(SCHEMA_FIELD_ALIASES_ASPECT)
-                      .changeType(changeType)
+                      .changeType(ChangeType.UPSERT)
                       .entitySpec(TEST_REGISTRY.getEntitySpec(SCHEMA_FIELD_ENTITY_NAME))
                       .aspectSpec(
                           TEST_REGISTRY
diff --git a/metadata-service/configuration/src/main/resources/application.yaml b/metadata-service/configuration/src/main/resources/application.yaml
index 4945b36a251c26..15cd126408a7cc 100644
--- a/metadata-service/configuration/src/main/resources/application.yaml
+++ b/metadata-service/configuration/src/main/resources/application.yaml
@@ -159,7 +159,7 @@ ebean:
   autoCreateDdl: ${EBEAN_AUTOCREATE:false}
   postgresUseIamAuth: ${EBEAN_POSTGRES_USE_AWS_IAM_AUTH:false}
   locking:
-    enabled: ${EBEAN_LOCKING_ENABLED:true}
+    enabled: ${EBEAN_LOCKING_ENABLED:false}
     durationSeconds: ${EBEAN_LOCKING_DURATION_SECONDS:60}
     maximumLocks: ${EBEAN_LOCKING_MAXIMUM_LOCKS:20000}
 
diff --git a/metadata-utils/src/main/java/com/linkedin/metadata/utils/GenericRecordUtils.java b/metadata-utils/src/main/java/com/linkedin/metadata/utils/GenericRecordUtils.java
index fafca9b1139731..993edc44daeff1 100644
--- a/metadata-utils/src/main/java/com/linkedin/metadata/utils/GenericRecordUtils.java
+++ b/metadata-utils/src/main/java/com/linkedin/metadata/utils/GenericRecordUtils.java
@@ -4,6 +4,7 @@
 import com.fasterxml.jackson.databind.JsonNode;
 import com.linkedin.common.urn.Urn;
 import com.linkedin.data.ByteString;
+import com.linkedin.data.DataMap;
 import com.linkedin.data.template.RecordTemplate;
 import com.linkedin.entity.Aspect;
 import com.linkedin.entity.EntityResponse;
@@ -13,6 +14,8 @@
 import com.linkedin.metadata.models.registry.EntityRegistry;
 import com.linkedin.mxe.GenericAspect;
 import com.linkedin.mxe.GenericPayload;
+import java.lang.reflect.Constructor;
+import java.lang.reflect.InvocationTargetException;
 import java.nio.charset.StandardCharsets;
 import java.util.Map;
 import java.util.stream.Collectors;
@@ -23,6 +26,22 @@ public class GenericRecordUtils {
 
   private GenericRecordUtils() {}
 
+  public static <T extends RecordTemplate> T copy(T input, Class<T> clazz) {
+    try {
+      if (input == null) {
+        return null;
+      }
+      Constructor<T> constructor = clazz.getConstructor(DataMap.class);
+      return constructor.newInstance(input.data().copy());
+    } catch (CloneNotSupportedException
+        | InvocationTargetException
+        | NoSuchMethodException
+        | InstantiationException
+        | IllegalAccessException e) {
+      throw new RuntimeException(e);
+    }
+  }
+
   /** Deserialize the given value into the aspect based on the input aspectSpec */
   @Nonnull
   public static RecordTemplate deserializeAspect(

From 61fffb2a81eb958cedbca29f6cc53091efe00f0e Mon Sep 17 00:00:00 2001
From: Chakru <161002324+chakru-r@users.noreply.github.com>
Date: Tue, 10 Dec 2024 19:57:11 +0530
Subject: [PATCH 21/54] build(coverage): rename python coverage reports
 (#12071)

---
 gradle/coverage/python-coverage.gradle | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gradle/coverage/python-coverage.gradle b/gradle/coverage/python-coverage.gradle
index 0ab921dfb21ffd..23d6e37387ed83 100644
--- a/gradle/coverage/python-coverage.gradle
+++ b/gradle/coverage/python-coverage.gradle
@@ -1,7 +1,7 @@
 //coverage related args to be passed to pytest
 ext.get_coverage_args = { test_name = "" ->
 
-  def coverage_file_name = "pycov-${project.name}${test_name}.xml"
+  def coverage_file_name = "coverage-${project.name}${test_name}.xml"
 
   /*
   Tools that aggregate and analyse coverage tools search for the coverage result files. Keeping them under one folder

From 57b12bd9cb9689638a34932b239540981f95fd6d Mon Sep 17 00:00:00 2001
From: sagar-salvi-apptware
 <159135491+sagar-salvi-apptware@users.noreply.github.com>
Date: Tue, 10 Dec 2024 22:06:01 +0530
Subject: [PATCH 22/54] fix(ingest): replace sqllineage/sqlparse with our SQL
 parser (#12020)

---
 docs/how/updating-datahub.md                  |  23 ++-
 metadata-ingestion-modules/gx-plugin/setup.py |  12 +-
 .../gx-plugin/src/datahub_gx_plugin/action.py |  24 ++-
 .../docs/sources/redash/redash.md             |   7 +-
 metadata-ingestion/setup.py                   |  23 +--
 .../src/datahub/ingestion/source/mode.py      |  23 ---
 .../src/datahub/ingestion/source/redash.py    |  76 ++-------
 .../datahub/ingestion/source/unity/usage.py   |  31 ++--
 .../utilities/sql_lineage_parser_impl.py      | 160 ------------------
 .../src/datahub/utilities/sql_parser.py       |  94 ----------
 .../src/datahub/utilities/sql_parser_base.py  |  21 ---
 .../tests/unit/test_redash_source.py          |   6 +-
 .../tests/unit/utilities/test_utilities.py    |  65 +++++--
 13 files changed, 130 insertions(+), 435 deletions(-)
 delete mode 100644 metadata-ingestion/src/datahub/utilities/sql_lineage_parser_impl.py
 delete mode 100644 metadata-ingestion/src/datahub/utilities/sql_parser.py
 delete mode 100644 metadata-ingestion/src/datahub/utilities/sql_parser_base.py

diff --git a/docs/how/updating-datahub.md b/docs/how/updating-datahub.md
index bcc89332cc1c1b..d8fe06abad6252 100644
--- a/docs/how/updating-datahub.md
+++ b/docs/how/updating-datahub.md
@@ -19,19 +19,21 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
 ## Next
 
 - #11560 - The PowerBI ingestion source configuration option include_workspace_name_in_dataset_urn determines whether the workspace name is included in the PowerBI dataset's URN.<br/> PowerBI allows to have identical name of semantic model and their tables across the workspace, It will overwrite the semantic model in-case of multi-workspace ingestion.<br/>
-   Entity urn with `include_workspace_name_in_dataset_urn: false`
-   ```
-    urn:li:dataset:(urn:li:dataPlatform:powerbi,[<PlatformInstance>.]<SemanticModelName>.<TableName>,<ENV>)
-   ```
+  Entity urn with `include_workspace_name_in_dataset_urn: false`
 
-   Entity urn with `include_workspace_name_in_dataset_urn: true`
-   ```
-    urn:li:dataset:(urn:li:dataPlatform:powerbi,[<PlatformInstance>.].<WorkspaceName>.<SemanticModelName>.<TableName>,<ENV>)
-   ```
+  ```
+   urn:li:dataset:(urn:li:dataPlatform:powerbi,[<PlatformInstance>.]<SemanticModelName>.<TableName>,<ENV>)
+  ```
+
+  Entity urn with `include_workspace_name_in_dataset_urn: true`
+
+  ```
+   urn:li:dataset:(urn:li:dataPlatform:powerbi,[<PlatformInstance>.].<WorkspaceName>.<SemanticModelName>.<TableName>,<ENV>)
+  ```
 
   The config `include_workspace_name_in_dataset_urn` is default to `false` for backward compatiblity, However, we recommend enabling this flag after performing the necessary cleanup.
   If stateful ingestion is enabled, running ingestion with the latest CLI version will handle the cleanup automatically. Otherwise, we recommend soft deleting all powerbi data via the DataHub CLI:
-     `datahub delete --platform powerbi --soft` and then re-ingest with the latest CLI version, ensuring the `include_workspace_name_in_dataset_urn` configuration is set to true.
+  `datahub delete --platform powerbi --soft` and then re-ingest with the latest CLI version, ensuring the `include_workspace_name_in_dataset_urn` configuration is set to true.
 
 - #11701: The Fivetran `sources_to_database` field is deprecated in favor of setting directly within `sources_to_platform_instance.<key>.database`.
 - #11742: For PowerBi ingestion, `use_powerbi_email` is now enabled by default when extracting ownership information.
@@ -48,6 +50,9 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
 - #11619 - schema field/column paths can no longer be duplicated within the schema
 - #11570 - The `DatahubClientConfig`'s server field no longer defaults to `http://localhost:8080`. Be sure to explicitly set this.
 - #11570 - If a `datahub_api` is explicitly passed to a stateful ingestion config provider, it will be used. We previously ignored it if the pipeline context also had a graph object.
+- #11518 - DataHub Garbage Collection: Various entities that are soft-deleted (after 10d) or are timeseries _entities_ (dataprocess, execution requests) will be removed automatically using logic in the `datahub-gc` ingestion source.
+- #12020 - Removed `sql_parser` configuration from the Redash source, as Redash now exclusively uses the sqlglot-based parser for lineage extraction.
+- #12020 - Removed `datahub.utilities.sql_parser`, `datahub.utilities.sql_parser_base` and `datahub.utilities.sql_lineage_parser_impl` module along with `SqlLineageSQLParser` and `DefaultSQLParser`. Use `create_lineage_sql_parsed_result` from `datahub.sql_parsing.sqlglot_lineage` module instead.
 - #11518 - DataHub Garbage Collection: Various entities that are soft-deleted
   (after 10d) or are timeseries *entities* (dataprocess, execution requests)
   will be removed automatically using logic in the `datahub-gc` ingestion
diff --git a/metadata-ingestion-modules/gx-plugin/setup.py b/metadata-ingestion-modules/gx-plugin/setup.py
index e87bbded96584e..73d5d1a9a02f18 100644
--- a/metadata-ingestion-modules/gx-plugin/setup.py
+++ b/metadata-ingestion-modules/gx-plugin/setup.py
@@ -15,15 +15,6 @@ def get_long_description():
 
 rest_common = {"requests", "requests_file"}
 
-# TODO: Can we move away from sqllineage and use sqlglot ??
-sqllineage_lib = {
-    "sqllineage==1.3.8",
-    # We don't have a direct dependency on sqlparse but it is a dependency of sqllineage.
-    # There have previously been issues from not pinning sqlparse, so it's best to pin it.
-    # Related: https://github.com/reata/sqllineage/issues/361 and https://github.com/reata/sqllineage/pull/360
-    "sqlparse==0.4.4",
-}
-
 _version: str = package_metadata["__version__"]
 _self_pin = (
     f"=={_version}"
@@ -43,8 +34,7 @@ def get_long_description():
     # https://github.com/ipython/traitlets/issues/741
     "traitlets<5.2.2",
     *rest_common,
-    *sqllineage_lib,
-    f"acryl-datahub[datahub-rest]{_self_pin}",
+    f"acryl-datahub[datahub-rest,sql-parser]{_self_pin}",
 }
 
 mypy_stubs = {
diff --git a/metadata-ingestion-modules/gx-plugin/src/datahub_gx_plugin/action.py b/metadata-ingestion-modules/gx-plugin/src/datahub_gx_plugin/action.py
index 2ad301a38d0028..2d89d26997d1f3 100644
--- a/metadata-ingestion-modules/gx-plugin/src/datahub_gx_plugin/action.py
+++ b/metadata-ingestion-modules/gx-plugin/src/datahub_gx_plugin/action.py
@@ -34,8 +34,9 @@
 )
 from datahub.metadata.com.linkedin.pegasus2avro.common import DataPlatformInstance
 from datahub.metadata.schema_classes import PartitionSpecClass, PartitionTypeClass
+from datahub.sql_parsing.sqlglot_lineage import create_lineage_sql_parsed_result
 from datahub.utilities._markupsafe_compat import MARKUPSAFE_PATCHED
-from datahub.utilities.sql_parser import DefaultSQLParser
+from datahub.utilities.urns.dataset_urn import DatasetUrn
 from great_expectations.checkpoint.actions import ValidationAction
 from great_expectations.core.batch import Batch
 from great_expectations.core.batch_spec import (
@@ -677,10 +678,23 @@ def get_dataset_partitions(self, batch_identifier, data_asset):
                     query=query,
                     customProperties=batchSpecProperties,
                 )
-                try:
-                    tables = DefaultSQLParser(query).get_tables()
-                except Exception as e:
-                    logger.warning(f"Sql parser failed on {query} with {e}")
+
+                data_platform = get_platform_from_sqlalchemy_uri(str(sqlalchemy_uri))
+                sql_parser_in_tables = create_lineage_sql_parsed_result(
+                    query=query,
+                    platform=data_platform,
+                    env=self.env,
+                    platform_instance=None,
+                    default_db=None,
+                )
+                tables = [
+                    DatasetUrn.from_string(table_urn).name
+                    for table_urn in sql_parser_in_tables.in_tables
+                ]
+                if sql_parser_in_tables.debug_info.table_error:
+                    logger.warning(
+                        f"Sql parser failed on {query} with {sql_parser_in_tables.debug_info.table_error}"
+                    )
                     tables = []
 
                 if len(set(tables)) != 1:
diff --git a/metadata-ingestion/docs/sources/redash/redash.md b/metadata-ingestion/docs/sources/redash/redash.md
index 8f8c5c85496a09..f23a523cebc913 100644
--- a/metadata-ingestion/docs/sources/redash/redash.md
+++ b/metadata-ingestion/docs/sources/redash/redash.md
@@ -1,5 +1,2 @@
-Note! The integration can use an SQL parser to try to parse the tables the chart depends on. This parsing is disabled by default, 
-but can be enabled by setting `parse_table_names_from_sql: true`.  The default parser is based on the [`sqllineage`](https://pypi.org/project/sqllineage/) package.
-As this package doesn't officially support all the SQL dialects that Redash supports, the result might not be correct. You can, however, implement a
-custom parser and take it into use by setting the `sql_parser` configuration value. A custom SQL parser must inherit from `datahub.utilities.sql_parser.SQLParser`
-and must be made available to Datahub by ,for example, installing it. The configuration then needs to be set to `module_name.ClassName` of the parser.
+Note! The integration can use an SQL parser to try to parse the tables the chart depends on. This parsing is disabled by default,
+but can be enabled by setting `parse_table_names_from_sql: true`. The parser is based on the [`sqlglot`](https://pypi.org/project/sqlglot/) package.
diff --git a/metadata-ingestion/setup.py b/metadata-ingestion/setup.py
index 5ae5438e212c5b..415871d30175f8 100644
--- a/metadata-ingestion/setup.py
+++ b/metadata-ingestion/setup.py
@@ -159,14 +159,6 @@
     | classification_lib
 )
 
-sqllineage_lib = {
-    "sqllineage==1.3.8",
-    # We don't have a direct dependency on sqlparse but it is a dependency of sqllineage.
-    # There have previously been issues from not pinning sqlparse, so it's best to pin it.
-    # Related: https://github.com/reata/sqllineage/issues/361 and https://github.com/reata/sqllineage/pull/360
-    "sqlparse==0.4.4",
-}
-
 aws_common = {
     # AWS Python SDK
     "boto3",
@@ -216,7 +208,6 @@
     "sqlalchemy-redshift>=0.8.3",
     "GeoAlchemy2",
     "redshift-connector>=2.1.0",
-    *sqllineage_lib,
     *path_spec_common,
 }
 
@@ -464,9 +455,7 @@
         # It's technically wrong for packages to depend on setuptools. However, it seems mlflow does it anyways.
         "setuptools",
     },
-    "mode": {"requests", "python-liquid", "tenacity>=8.0.1"}
-    | sqllineage_lib
-    | sqlglot_lib,
+    "mode": {"requests", "python-liquid", "tenacity>=8.0.1"} | sqlglot_lib,
     "mongodb": {"pymongo[srv]>=3.11", "packaging"},
     "mssql": sql_common | mssql_common,
     "mssql-odbc": sql_common | mssql_common | {"pyodbc"},
@@ -482,7 +471,7 @@
     | pyhive_common
     | {"psycopg2-binary", "pymysql>=1.0.2"},
     "pulsar": {"requests"},
-    "redash": {"redash-toolbelt", "sql-metadata"} | sqllineage_lib,
+    "redash": {"redash-toolbelt", "sql-metadata"} | sqlglot_lib,
     "redshift": sql_common
     | redshift_common
     | usage_common
@@ -503,9 +492,7 @@
     "slack": slack,
     "superset": superset_common,
     "preset": superset_common,
-    # FIXME: I don't think tableau uses sqllineage anymore so we should be able
-    # to remove that dependency.
-    "tableau": {"tableauserverclient>=0.24.0"} | sqllineage_lib | sqlglot_lib,
+    "tableau": {"tableauserverclient>=0.24.0"} | sqlglot_lib,
     "teradata": sql_common
     | usage_common
     | sqlglot_lib
@@ -527,9 +514,9 @@
     ),
     "powerbi-report-server": powerbi_report_server,
     "vertica": sql_common | {"vertica-sqlalchemy-dialect[vertica-python]==0.0.8.2"},
-    "unity-catalog": databricks | sql_common | sqllineage_lib,
+    "unity-catalog": databricks | sql_common,
     # databricks is alias for unity-catalog and needs to be kept in sync
-    "databricks": databricks | sql_common | sqllineage_lib,
+    "databricks": databricks | sql_common,
     "fivetran": snowflake_common | bigquery_common | sqlglot_lib,
     "qlik-sense": sqlglot_lib | {"requests", "websocket-client"},
     "sigma": sqlglot_lib | {"requests"},
diff --git a/metadata-ingestion/src/datahub/ingestion/source/mode.py b/metadata-ingestion/src/datahub/ingestion/source/mode.py
index e24cba9b193d31..c1ab9271ce13ae 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/mode.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/mode.py
@@ -18,7 +18,6 @@
 from requests.adapters import HTTPAdapter, Retry
 from requests.exceptions import ConnectionError
 from requests.models import HTTPBasicAuth, HTTPError
-from sqllineage.runner import LineageRunner
 from tenacity import retry_if_exception_type, stop_after_attempt, wait_exponential
 
 import datahub.emitter.mce_builder as builder
@@ -820,28 +819,6 @@ def _get_definition(self, definition_name):
             )
         return None
 
-    @lru_cache(maxsize=None)
-    def _get_source_from_query(self, raw_query: str) -> set:
-        query = self._replace_definitions(raw_query)
-        parser = LineageRunner(query)
-        source_paths = set()
-        try:
-            for table in parser.source_tables:
-                sources = str(table).split(".")
-                source_schema, source_table = sources[-2], sources[-1]
-                if source_schema == "<default>":
-                    source_schema = str(self.config.default_schema)
-
-                source_paths.add(f"{source_schema}.{source_table}")
-        except Exception as e:
-            self.report.report_failure(
-                title="Failed to Extract Lineage From Query",
-                message="Unable to retrieve lineage from Mode query.",
-                context=f"Query: {raw_query}, Error: {str(e)}",
-            )
-
-        return source_paths
-
     def _get_datasource_urn(
         self,
         platform: str,
diff --git a/metadata-ingestion/src/datahub/ingestion/source/redash.py b/metadata-ingestion/src/datahub/ingestion/source/redash.py
index 581e32d29dceaf..f11d1944029ebb 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/redash.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/redash.py
@@ -2,7 +2,7 @@
 import math
 import sys
 from dataclasses import dataclass, field
-from typing import Dict, Iterable, List, Optional, Set, Type
+from typing import Dict, Iterable, List, Optional, Set
 
 import dateutil.parser as dp
 from packaging import version
@@ -22,7 +22,6 @@
     platform_name,
     support_status,
 )
-from datahub.ingestion.api.registry import import_path
 from datahub.ingestion.api.source import Source, SourceCapability, SourceReport
 from datahub.ingestion.api.workunit import MetadataWorkUnit
 from datahub.metadata.com.linkedin.pegasus2avro.common import (
@@ -39,9 +38,9 @@
     ChartTypeClass,
     DashboardInfoClass,
 )
+from datahub.sql_parsing.sqlglot_lineage import create_lineage_sql_parsed_result
 from datahub.utilities.lossy_collections import LossyDict, LossyList
 from datahub.utilities.perf_timer import PerfTimer
-from datahub.utilities.sql_parser_base import SQLParser
 from datahub.utilities.threaded_iterator_executor import ThreadedIteratorExecutor
 
 logger = logging.getLogger(__name__)
@@ -270,10 +269,6 @@ class RedashConfig(ConfigModel):
     parse_table_names_from_sql: bool = Field(
         default=False, description="See note below."
     )
-    sql_parser: str = Field(
-        default="datahub.utilities.sql_parser.DefaultSQLParser",
-        description="custom SQL parser. See note below for details.",
-    )
 
     env: str = Field(
         default=DEFAULT_ENV,
@@ -354,7 +349,6 @@ def __init__(self, ctx: PipelineContext, config: RedashConfig):
         self.api_page_limit = self.config.api_page_limit or math.inf
 
         self.parse_table_names_from_sql = self.config.parse_table_names_from_sql
-        self.sql_parser_path = self.config.sql_parser
 
         logger.info(
             f"Running Redash ingestion with parse_table_names_from_sql={self.parse_table_names_from_sql}"
@@ -380,31 +374,6 @@ def create(cls, config_dict: dict, ctx: PipelineContext) -> Source:
         config = RedashConfig.parse_obj(config_dict)
         return cls(ctx, config)
 
-    @classmethod
-    def _import_sql_parser_cls(cls, sql_parser_path: str) -> Type[SQLParser]:
-        assert "." in sql_parser_path, "sql_parser-path must contain a ."
-        parser_cls = import_path(sql_parser_path)
-
-        if not issubclass(parser_cls, SQLParser):
-            raise ValueError(f"must be derived from {SQLParser}; got {parser_cls}")
-        return parser_cls
-
-    @classmethod
-    def _get_sql_table_names(cls, sql: str, sql_parser_path: str) -> List[str]:
-        parser_cls = cls._import_sql_parser_cls(sql_parser_path)
-
-        try:
-            sql_table_names: List[str] = parser_cls(sql).get_tables()
-        except Exception as e:
-            logger.warning(f"Sql parser failed on {sql} with {e}")
-            return []
-
-        # Remove quotes from table names
-        sql_table_names = [t.replace('"', "") for t in sql_table_names]
-        sql_table_names = [t.replace("`", "") for t in sql_table_names]
-
-        return sql_table_names
-
     def _get_chart_data_source(self, data_source_id: Optional[int] = None) -> Dict:
         url = f"/api/data_sources/{data_source_id}"
         resp = self.client._get(url).json()
@@ -441,14 +410,6 @@ def _get_database_name_based_on_datasource(
 
         return database_name
 
-    def _construct_datalineage_urn(
-        self, platform: str, database_name: str, sql_table_name: str
-    ) -> str:
-        full_dataset_name = get_full_qualified_name(
-            platform, database_name, sql_table_name
-        )
-        return builder.make_dataset_urn(platform, full_dataset_name, self.config.env)
-
     def _get_datasource_urns(
         self, data_source: Dict, sql_query_data: Dict = {}
     ) -> Optional[List[str]]:
@@ -464,34 +425,23 @@ def _get_datasource_urns(
             # Getting table lineage from SQL parsing
             if self.parse_table_names_from_sql and data_source_syntax == "sql":
                 dataset_urns = list()
-                try:
-                    sql_table_names = self._get_sql_table_names(
-                        query, self.sql_parser_path
-                    )
-                except Exception as e:
+                sql_parser_in_tables = create_lineage_sql_parsed_result(
+                    query=query,
+                    platform=platform,
+                    env=self.config.env,
+                    platform_instance=None,
+                    default_db=database_name,
+                )
+                # make sure dataset_urns is not empty list
+                dataset_urns = sql_parser_in_tables.in_tables
+                if sql_parser_in_tables.debug_info.table_error:
                     self.report.queries_problem_parsing.add(str(query_id))
                     self.error(
                         logger,
                         "sql-parsing",
-                        f"exception {e} in parsing query-{query_id}-datasource-{data_source_id}",
+                        f"exception {sql_parser_in_tables.debug_info.table_error} in parsing query-{query_id}-datasource-{data_source_id}",
                     )
-                    sql_table_names = []
-                for sql_table_name in sql_table_names:
-                    try:
-                        dataset_urns.append(
-                            self._construct_datalineage_urn(
-                                platform, database_name, sql_table_name
-                            )
-                        )
-                    except Exception:
-                        self.report.queries_problem_parsing.add(str(query_id))
-                        self.warn(
-                            logger,
-                            "data-urn-invalid",
-                            f"Problem making URN for {sql_table_name} parsed from query {query_id}",
-                        )
 
-                # make sure dataset_urns is not empty list
                 return dataset_urns if len(dataset_urns) > 0 else None
 
             else:
diff --git a/metadata-ingestion/src/datahub/ingestion/source/unity/usage.py b/metadata-ingestion/src/datahub/ingestion/source/unity/usage.py
index 8c42ac81b98cf5..718818d9b347bf 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/unity/usage.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/unity/usage.py
@@ -7,7 +7,6 @@
 
 import pyspark
 from databricks.sdk.service.sql import QueryStatementType
-from sqllineage.runner import LineageRunner
 
 from datahub.emitter.mcp import MetadataChangeProposalWrapper
 from datahub.ingestion.api.source_helpers import auto_empty_dataset_usage_statistics
@@ -22,7 +21,9 @@
 from datahub.ingestion.source.unity.report import UnityCatalogReport
 from datahub.ingestion.source.usage.usage_common import UsageAggregator
 from datahub.metadata.schema_classes import OperationClass
+from datahub.sql_parsing.sqlglot_lineage import create_lineage_sql_parsed_result
 from datahub.sql_parsing.sqlglot_utils import get_query_fingerprint
+from datahub.utilities.urns.dataset_urn import DatasetUrn
 
 logger = logging.getLogger(__name__)
 
@@ -48,6 +49,7 @@ class UnityCatalogUsageExtractor:
     proxy: UnityCatalogApiProxy
     table_urn_builder: Callable[[TableReference], str]
     user_urn_builder: Callable[[str], str]
+    platform: str = "databricks"
 
     def __post_init__(self):
         self.usage_aggregator = UsageAggregator[TableReference](self.config)
@@ -173,7 +175,7 @@ def _parse_query(
         self, query: Query, table_map: TableMap
     ) -> Optional[QueryTableInfo]:
         with self.report.usage_perf_report.sql_parsing_timer:
-            table_info = self._parse_query_via_lineage_runner(query.query_text)
+            table_info = self._parse_query_via_sqlglot(query.query_text)
             if table_info is None and query.statement_type == QueryStatementType.SELECT:
                 with self.report.usage_perf_report.spark_sql_parsing_timer:
                     table_info = self._parse_query_via_spark_sql_plan(query.query_text)
@@ -191,26 +193,33 @@ def _parse_query(
                     ),
                 )
 
-    def _parse_query_via_lineage_runner(self, query: str) -> Optional[StringTableInfo]:
+    def _parse_query_via_sqlglot(self, query: str) -> Optional[StringTableInfo]:
         try:
-            runner = LineageRunner(query)
+            sql_parser_in_tables = create_lineage_sql_parsed_result(
+                query=query,
+                default_db=None,
+                platform=self.platform,
+                env=self.config.env,
+                platform_instance=None,
+            )
+
             return GenericTableInfo(
                 source_tables=[
-                    self._parse_sqllineage_table(table)
-                    for table in runner.source_tables
+                    self._parse_sqlglot_table(table)
+                    for table in sql_parser_in_tables.in_tables
                 ],
                 target_tables=[
-                    self._parse_sqllineage_table(table)
-                    for table in runner.target_tables
+                    self._parse_sqlglot_table(table)
+                    for table in sql_parser_in_tables.out_tables
                 ],
             )
         except Exception as e:
-            logger.info(f"Could not parse query via lineage runner, {query}: {e!r}")
+            logger.info(f"Could not parse query via sqlglot, {query}: {e!r}")
             return None
 
     @staticmethod
-    def _parse_sqllineage_table(sqllineage_table: object) -> str:
-        full_table_name = str(sqllineage_table)
+    def _parse_sqlglot_table(table_urn: str) -> str:
+        full_table_name = DatasetUrn.from_string(table_urn).name
         default_schema = "<default>."
         if full_table_name.startswith(default_schema):
             return full_table_name[len(default_schema) :]
diff --git a/metadata-ingestion/src/datahub/utilities/sql_lineage_parser_impl.py b/metadata-ingestion/src/datahub/utilities/sql_lineage_parser_impl.py
deleted file mode 100644
index 5a8802c7a0a49c..00000000000000
--- a/metadata-ingestion/src/datahub/utilities/sql_lineage_parser_impl.py
+++ /dev/null
@@ -1,160 +0,0 @@
-import contextlib
-import logging
-import re
-import unittest
-import unittest.mock
-from typing import Dict, List, Optional, Set
-
-from sqllineage.core.holders import Column, SQLLineageHolder
-from sqllineage.exceptions import SQLLineageException
-
-from datahub.utilities.sql_parser_base import SQLParser, SqlParserException
-
-with contextlib.suppress(ImportError):
-    import sqlparse
-    from networkx import DiGraph
-    from sqllineage.core import LineageAnalyzer
-
-    import datahub.utilities.sqllineage_patch
-logger = logging.getLogger(__name__)
-
-
-class SqlLineageSQLParserImpl(SQLParser):
-    _DATE_SWAP_TOKEN = "__d_a_t_e"
-    _HOUR_SWAP_TOKEN = "__h_o_u_r"
-    _TIMESTAMP_SWAP_TOKEN = "__t_i_m_e_s_t_a_m_p"
-    _DATA_SWAP_TOKEN = "__d_a_t_a"
-    _ADMIN_SWAP_TOKEN = "__a_d_m_i_n"
-    _MYVIEW_SQL_TABLE_NAME_TOKEN = "__my_view__.__sql_table_name__"
-    _MYVIEW_LOOKER_TOKEN = "my_view.SQL_TABLE_NAME"
-
-    def __init__(self, sql_query: str, use_raw_names: bool = False) -> None:
-        super().__init__(sql_query)
-        original_sql_query = sql_query
-        self._use_raw_names = use_raw_names
-
-        # SqlLineageParser makes mistakes on lateral flatten queries, use the prefix
-        if "lateral flatten" in sql_query:
-            sql_query = sql_query[: sql_query.find("lateral flatten")]
-
-        # Replace reserved words that break SqlLineageParser
-        self.token_to_original: Dict[str, str] = {
-            self._DATE_SWAP_TOKEN: "date",
-            self._HOUR_SWAP_TOKEN: "hour",
-            self._TIMESTAMP_SWAP_TOKEN: "timestamp",
-            self._DATA_SWAP_TOKEN: "data",
-            self._ADMIN_SWAP_TOKEN: "admin",
-        }
-        for replacement, original in self.token_to_original.items():
-            # Replace original tokens with replacement. Since table and column name can contain a hyphen('-'),
-            # also prevent original tokens appearing as part of these names with a hyphen from getting substituted.
-            sql_query = re.sub(
-                rf"((?<!-)\b{original}\b)(?!-)",
-                rf"{replacement}",
-                sql_query,
-                flags=re.IGNORECASE,
-            )
-
-        # SqlLineageParser lowercarese tablenames and we need to replace Looker specific token which should be uppercased
-        sql_query = re.sub(
-            rf"(\${{{self._MYVIEW_LOOKER_TOKEN}}})",
-            rf"{self._MYVIEW_SQL_TABLE_NAME_TOKEN}",
-            sql_query,
-        )
-
-        # SqlLineageParser does not handle "encode" directives well. Remove them
-        sql_query = re.sub(r"\sencode [a-zA-Z]*", "", sql_query, flags=re.IGNORECASE)
-
-        # Replace lookml templates with the variable otherwise sqlparse can't parse ${
-        sql_query = re.sub(r"(\${)(.+)(})", r"\2", sql_query)
-        if sql_query != original_sql_query:
-            logger.debug(f"Rewrote original query {original_sql_query} as {sql_query}")
-
-        self._sql = sql_query
-        self._stmt_holders: Optional[List[LineageAnalyzer]] = None
-        self._sql_holder: Optional[SQLLineageHolder] = None
-        try:
-            self._stmt = [
-                s
-                for s in sqlparse.parse(
-                    # first apply sqlparser formatting just to get rid of comments, which cause
-                    # inconsistencies in parsing output
-                    sqlparse.format(
-                        self._sql.strip(),
-                        strip_comments=True,
-                        use_space_around_operators=True,
-                    ),
-                )
-                if s.token_first(skip_cm=True)
-            ]
-
-            with unittest.mock.patch(
-                "sqllineage.core.handlers.source.SourceHandler.end_of_query_cleanup",
-                datahub.utilities.sqllineage_patch.end_of_query_cleanup_patch,
-            ):
-                with unittest.mock.patch(
-                    "sqllineage.core.holders.SubQueryLineageHolder.add_column_lineage",
-                    datahub.utilities.sqllineage_patch.add_column_lineage_patch,
-                ):
-                    self._stmt_holders = [
-                        LineageAnalyzer().analyze(stmt) for stmt in self._stmt
-                    ]
-                    self._sql_holder = SQLLineageHolder.of(*self._stmt_holders)
-        except SQLLineageException as e:
-            raise SqlParserException(
-                f"SQL lineage analyzer error '{e}' for query: '{self._sql}"
-            ) from e
-
-    def get_tables(self) -> List[str]:
-        result: List[str] = []
-        if self._sql_holder is None:
-            logger.error("sql holder not present so cannot get tables")
-            return result
-        for table in self._sql_holder.source_tables:
-            table_normalized = re.sub(
-                r"^<default>.",
-                "",
-                (
-                    str(table)
-                    if not self._use_raw_names
-                    else f"{table.schema.raw_name}.{table.raw_name}"
-                ),
-            )
-            result.append(str(table_normalized))
-
-        # We need to revert TOKEN replacements
-        for token, replacement in self.token_to_original.items():
-            result = [replacement if c == token else c for c in result]
-        result = [
-            self._MYVIEW_LOOKER_TOKEN if c == self._MYVIEW_SQL_TABLE_NAME_TOKEN else c
-            for c in result
-        ]
-
-        # Sort tables to make the list deterministic
-        result.sort()
-
-        return result
-
-    def get_columns(self) -> List[str]:
-        if self._sql_holder is None:
-            raise SqlParserException("sql holder not present so cannot get columns")
-        graph: DiGraph = self._sql_holder.graph  # For mypy attribute checking
-        column_nodes = [n for n in graph.nodes if isinstance(n, Column)]
-        column_graph = graph.subgraph(column_nodes)
-
-        target_columns = {column for column, deg in column_graph.out_degree if deg == 0}
-
-        result: Set[str] = set()
-        for column in target_columns:
-            # Let's drop all the count(*) and similard columns which are expression actually if it does not have an alias
-            if not any(ele in column.raw_name for ele in ["*", "(", ")"]):
-                result.add(str(column.raw_name))
-
-        # Reverting back all the previously renamed words which confuses the parser
-        result = {"date" if c == self._DATE_SWAP_TOKEN else c for c in result}
-        result = {
-            "timestamp" if c == self._TIMESTAMP_SWAP_TOKEN else c for c in list(result)
-        }
-
-        # swap back renamed date column
-        return list(result)
diff --git a/metadata-ingestion/src/datahub/utilities/sql_parser.py b/metadata-ingestion/src/datahub/utilities/sql_parser.py
deleted file mode 100644
index b88f8fd8c73029..00000000000000
--- a/metadata-ingestion/src/datahub/utilities/sql_parser.py
+++ /dev/null
@@ -1,94 +0,0 @@
-import logging
-import multiprocessing
-import traceback
-from multiprocessing import Process, Queue
-from typing import Any, List, Optional, Tuple
-
-from datahub.utilities.sql_lineage_parser_impl import SqlLineageSQLParserImpl
-from datahub.utilities.sql_parser_base import SQLParser
-
-logger = logging.getLogger(__name__)
-
-
-def sql_lineage_parser_impl_func_wrapper(
-    queue: Optional[multiprocessing.Queue], sql_query: str, use_raw_names: bool = False
-) -> Optional[Tuple[List[str], List[str], Any]]:
-    """
-    The wrapper function that computes the tables and columns using the SqlLineageSQLParserImpl
-    and puts the results on the shared IPC queue. This is used to isolate SqlLineageSQLParserImpl
-    functionality in a separate process, and hence protect our sources from memory leaks originating in
-    the sqllineage module.
-    :param queue: The shared IPC queue on to which the results will be put.
-    :param sql_query: The SQL query to extract the tables & columns from.
-    :param use_raw_names: Parameter used to ignore sqllineage's default lowercasing.
-    :return: None.
-    """
-    exception_details: Optional[Tuple[BaseException, str]] = None
-    tables: List[str] = []
-    columns: List[str] = []
-    try:
-        parser = SqlLineageSQLParserImpl(sql_query, use_raw_names)
-        tables = parser.get_tables()
-        columns = parser.get_columns()
-    except BaseException as e:
-        exc_msg = traceback.format_exc()
-        exception_details = (e, exc_msg)
-        logger.debug(exc_msg)
-
-    if queue is not None:
-        queue.put((tables, columns, exception_details))
-        return None
-    else:
-        return (tables, columns, exception_details)
-
-
-class SqlLineageSQLParser(SQLParser):
-    def __init__(
-        self,
-        sql_query: str,
-        use_external_process: bool = False,
-        use_raw_names: bool = False,
-    ) -> None:
-        super().__init__(sql_query, use_external_process)
-        if use_external_process:
-            self.tables, self.columns = self._get_tables_columns_process_wrapped(
-                sql_query, use_raw_names
-            )
-        else:
-            return_tuple = sql_lineage_parser_impl_func_wrapper(
-                None, sql_query, use_raw_names
-            )
-            if return_tuple is not None:
-                (
-                    self.tables,
-                    self.columns,
-                    some_exception,
-                ) = return_tuple
-
-    @staticmethod
-    def _get_tables_columns_process_wrapped(
-        sql_query: str, use_raw_names: bool = False
-    ) -> Tuple[List[str], List[str]]:
-        # Invoke sql_lineage_parser_impl_func_wrapper in a separate process to avoid
-        # memory leaks from sqllineage module used by SqlLineageSQLParserImpl. This will help
-        # shield our sources like lookml & redash, that need to parse a large number of SQL statements,
-        # from causing significant memory leaks in the datahub cli during ingestion.
-        queue: multiprocessing.Queue = Queue()
-        process: multiprocessing.Process = Process(
-            target=sql_lineage_parser_impl_func_wrapper,
-            args=(queue, sql_query, use_raw_names),
-        )
-        process.start()
-        tables, columns, exception_details = queue.get(block=True)
-        if exception_details is not None:
-            raise exception_details[0](f"Sub-process exception: {exception_details[1]}")
-        return tables, columns
-
-    def get_tables(self) -> List[str]:
-        return self.tables
-
-    def get_columns(self) -> List[str]:
-        return self.columns
-
-
-DefaultSQLParser = SqlLineageSQLParser
diff --git a/metadata-ingestion/src/datahub/utilities/sql_parser_base.py b/metadata-ingestion/src/datahub/utilities/sql_parser_base.py
deleted file mode 100644
index 8fd5dfaf4978d1..00000000000000
--- a/metadata-ingestion/src/datahub/utilities/sql_parser_base.py
+++ /dev/null
@@ -1,21 +0,0 @@
-from abc import ABCMeta, abstractmethod
-from typing import List
-
-
-class SqlParserException(Exception):
-    """Raised when sql parser fails"""
-
-    pass
-
-
-class SQLParser(metaclass=ABCMeta):
-    def __init__(self, sql_query: str, use_external_process: bool = True) -> None:
-        self._sql_query = sql_query
-
-    @abstractmethod
-    def get_tables(self) -> List[str]:
-        pass
-
-    @abstractmethod
-    def get_columns(self) -> List[str]:
-        pass
diff --git a/metadata-ingestion/tests/unit/test_redash_source.py b/metadata-ingestion/tests/unit/test_redash_source.py
index 2982fe76c4d4e7..32ab200847dc6c 100644
--- a/metadata-ingestion/tests/unit/test_redash_source.py
+++ b/metadata-ingestion/tests/unit/test_redash_source.py
@@ -710,9 +710,9 @@ def test_get_chart_snapshot_parse_table_names_from_sql(mocked_data_source):
                 ),
                 chartUrl="http://localhost:5000/queries/4#10",
                 inputs=[
-                    "urn:li:dataset:(urn:li:dataPlatform:mysql,Rfam.order_items,PROD)",
-                    "urn:li:dataset:(urn:li:dataPlatform:mysql,Rfam.orders,PROD)",
-                    "urn:li:dataset:(urn:li:dataPlatform:mysql,Rfam.staffs,PROD)",
+                    "urn:li:dataset:(urn:li:dataPlatform:mysql,rfam.order_items,PROD)",
+                    "urn:li:dataset:(urn:li:dataPlatform:mysql,rfam.orders,PROD)",
+                    "urn:li:dataset:(urn:li:dataPlatform:mysql,rfam.staffs,PROD)",
                 ],
                 type="PIE",
             )
diff --git a/metadata-ingestion/tests/unit/utilities/test_utilities.py b/metadata-ingestion/tests/unit/utilities/test_utilities.py
index 68da1bc1c01be2..91819bff41e629 100644
--- a/metadata-ingestion/tests/unit/utilities/test_utilities.py
+++ b/metadata-ingestion/tests/unit/utilities/test_utilities.py
@@ -1,8 +1,55 @@
 import doctest
+import re
+from typing import List
 
+from datahub.sql_parsing.schema_resolver import SchemaResolver
+from datahub.sql_parsing.sqlglot_lineage import sqlglot_lineage
 from datahub.utilities.delayed_iter import delayed_iter
 from datahub.utilities.is_pytest import is_pytest_running
-from datahub.utilities.sql_parser import SqlLineageSQLParser
+from datahub.utilities.urns.dataset_urn import DatasetUrn
+
+
+class SqlLineageSQLParser:
+    """
+    It uses `sqlglot_lineage` to extract tables and columns, serving as a replacement for the `sqllineage` implementation, similar to BigQuery.
+    Reference: [BigQuery SQL Lineage Test](https://github.com/datahub-project/datahub/blob/master/metadata-ingestion/tests/unit/bigquery/test_bigquery_sql_lineage.py#L8).
+    """
+
+    _MYVIEW_SQL_TABLE_NAME_TOKEN = "__my_view__.__sql_table_name__"
+    _MYVIEW_LOOKER_TOKEN = "my_view.SQL_TABLE_NAME"
+
+    def __init__(self, sql_query: str, platform: str = "bigquery") -> None:
+        # SqlLineageParser lowercarese tablenames and we need to replace Looker specific token which should be uppercased
+        sql_query = re.sub(
+            rf"(\${{{self._MYVIEW_LOOKER_TOKEN}}})",
+            rf"{self._MYVIEW_SQL_TABLE_NAME_TOKEN}",
+            sql_query,
+        )
+        self.sql_query = sql_query
+        self.schema_resolver = SchemaResolver(platform=platform)
+        self.result = sqlglot_lineage(sql_query, self.schema_resolver)
+
+    def get_tables(self) -> List[str]:
+        ans = []
+        for urn in self.result.in_tables:
+            table_ref = DatasetUrn.from_string(urn)
+            ans.append(str(table_ref.name))
+
+        result = [
+            self._MYVIEW_LOOKER_TOKEN if c == self._MYVIEW_SQL_TABLE_NAME_TOKEN else c
+            for c in ans
+        ]
+        # Sort tables to make the list deterministic
+        result.sort()
+
+        return result
+
+    def get_columns(self) -> List[str]:
+        ans = []
+        for col_info in self.result.column_lineage or []:
+            for col_ref in col_info.upstreams:
+                ans.append(col_ref.column)
+        return ans
 
 
 def test_delayed_iter():
@@ -121,7 +168,7 @@ def test_sqllineage_sql_parser_get_columns_with_alias_and_count_star():
 
     columns_list = SqlLineageSQLParser(sql_query).get_columns()
     columns_list.sort()
-    assert columns_list == ["a", "b", "count", "test"]
+    assert columns_list == ["a", "b", "c"]
 
 
 def test_sqllineage_sql_parser_get_columns_with_more_complex_join():
@@ -145,7 +192,7 @@ def test_sqllineage_sql_parser_get_columns_with_more_complex_join():
 
     columns_list = SqlLineageSQLParser(sql_query).get_columns()
     columns_list.sort()
-    assert columns_list == ["bs", "pi", "pt", "pu", "v"]
+    assert columns_list == ["bs", "pi", "tt", "tt", "v"]
 
 
 def test_sqllineage_sql_parser_get_columns_complex_query_with_union():
@@ -198,7 +245,7 @@ def test_sqllineage_sql_parser_get_columns_complex_query_with_union():
 
     columns_list = SqlLineageSQLParser(sql_query).get_columns()
     columns_list.sort()
-    assert columns_list == ["c", "date", "e", "u", "x"]
+    assert columns_list == ["c", "c", "e", "e", "e", "e", "u", "u", "x", "x"]
 
 
 def test_sqllineage_sql_parser_get_tables_from_templated_query():
@@ -239,7 +286,7 @@ def test_sqllineage_sql_parser_with_weird_lookml_query():
     """
     columns_list = SqlLineageSQLParser(sql_query).get_columns()
     columns_list.sort()
-    assert columns_list == ["aliased_platform", "country", "date"]
+    assert columns_list == []
 
 
 def test_sqllineage_sql_parser_tables_from_redash_query():
@@ -276,13 +323,7 @@ def test_sqllineage_sql_parser_tables_with_special_names():
         "hour-table",
         "timestamp-table",
     ]
-    expected_columns = [
-        "column-admin",
-        "column-data",
-        "column-date",
-        "column-hour",
-        "column-timestamp",
-    ]
+    expected_columns: List[str] = []
     assert sorted(SqlLineageSQLParser(sql_query).get_tables()) == expected_tables
     assert sorted(SqlLineageSQLParser(sql_query).get_columns()) == expected_columns
 

From 1f389c1d36545e45ddf5ab6d4d243dafaa0d6029 Mon Sep 17 00:00:00 2001
From: david-leifker <114954101+david-leifker@users.noreply.github.com>
Date: Tue, 10 Dec 2024 11:00:58 -0600
Subject: [PATCH 23/54] fix(entity-service): prevent mutation of systemMetdata
 on prev (#12081)

---
 .../metadata/entity/EntityServiceImpl.java    | 30 ++++++++++++-------
 .../metadata/entity/EntityServiceTest.java    |  5 ++--
 2 files changed, 22 insertions(+), 13 deletions(-)

diff --git a/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java b/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
index 059a6b7ed0aea3..d14990f93d22d9 100644
--- a/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
+++ b/metadata-io/src/main/java/com/linkedin/metadata/entity/EntityServiceImpl.java
@@ -2536,16 +2536,12 @@ private UpdateAspectResult ingestAspectToLocalDB(
       Optional<SystemMetadata> latestSystemMetadataDiff =
           systemMetadataDiff(
               txContext,
+              writeItem.getUrn(),
               previousBatchAspect.getSystemMetadata(),
               writeItem.getSystemMetadata(),
               databaseAspect == null ? null : databaseAspect.getSystemMetadata());
 
       if (latestSystemMetadataDiff.isPresent()) {
-        // Update previous version since that is what is re-written
-        previousBatchAspect
-            .getEntityAspect()
-            .setSystemMetadata(RecordUtils.toJsonString(latestSystemMetadataDiff.get()));
-
         // Inserts & update order is not guaranteed, flush the insert for potential updates within
         // same tx
         if (databaseAspect == null && txContext != null) {
@@ -2560,13 +2556,25 @@ private UpdateAspectResult ingestAspectToLocalDB(
         conditionalLogLevel(
             txContext,
             String.format(
-                "Update aspect with name %s, urn %s, txContext: %s, databaseAspect: %s, newAspect: %s",
+                "Update aspect with name %s, urn %s, txContext: %s, databaseAspect: %s, newMetadata: %s newSystemMetadata: %s",
                 previousBatchAspect.getAspectName(),
                 previousBatchAspect.getUrn(),
                 txContext != null,
                 databaseAspect == null ? null : databaseAspect.getEntityAspect(),
-                previousBatchAspect.getEntityAspect()));
-        aspectDao.saveAspect(txContext, previousBatchAspect.getEntityAspect(), false);
+                previousBatchAspect.getEntityAspect().getMetadata(),
+                latestSystemMetadataDiff.get()));
+
+        aspectDao.saveAspect(
+            txContext,
+            previousBatchAspect.getUrnRaw(),
+            previousBatchAspect.getAspectName(),
+            previousBatchAspect.getMetadataRaw(),
+            previousBatchAspect.getCreatedBy(),
+            null,
+            previousBatchAspect.getCreatedOn(),
+            RecordUtils.toJsonString(latestSystemMetadataDiff.get()),
+            previousBatchAspect.getVersion(),
+            false);
 
         // metrics
         aspectDao.incrementWriteMetrics(
@@ -2661,13 +2669,14 @@ private static boolean shouldAspectEmitChangeLog(@Nonnull final AspectSpec aspec
 
   private static Optional<SystemMetadata> systemMetadataDiff(
       @Nullable TransactionContext txContext,
+      @Nonnull Urn urn,
       @Nullable SystemMetadata previous,
       @Nonnull SystemMetadata current,
       @Nullable SystemMetadata database) {
 
     SystemMetadata latestSystemMetadata = GenericRecordUtils.copy(previous, SystemMetadata.class);
 
-    latestSystemMetadata.setLastRunId(previous.getRunId(), SetMode.REMOVE_IF_NULL);
+    latestSystemMetadata.setLastRunId(latestSystemMetadata.getRunId(), SetMode.REMOVE_IF_NULL);
     latestSystemMetadata.setLastObserved(current.getLastObserved(), SetMode.IGNORE_NULL);
     latestSystemMetadata.setRunId(current.getRunId(), SetMode.REMOVE_IF_NULL);
 
@@ -2677,7 +2686,8 @@ private static Optional<SystemMetadata> systemMetadataDiff(
       conditionalLogLevel(
           txContext,
           String.format(
-              "systemMetdataDiff: %s != %s AND %s",
+              "systemMetdataDiff urn %s, %s != %s AND %s",
+              urn,
               RecordUtils.toJsonString(latestSystemMetadata),
               previous == null ? null : RecordUtils.toJsonString(previous),
               database == null ? null : RecordUtils.toJsonString(database)));
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java b/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java
index 18d277cacbbe26..4c42815a80f3f1 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/entity/EntityServiceTest.java
@@ -627,7 +627,7 @@ public void testReingestLineageAspect() throws Exception {
     restateChangeLog.setSystemMetadata(futureSystemMetadata);
     restateChangeLog.setPreviousAspectValue(aspect);
     restateChangeLog.setPreviousSystemMetadata(
-        simulatePullFromDB(futureSystemMetadata, SystemMetadata.class));
+        simulatePullFromDB(initialSystemMetadata, SystemMetadata.class));
     restateChangeLog.setEntityKeyAspect(
         GenericRecordUtils.serializeAspect(
             EntityKeyUtils.convertUrnToEntityKey(
@@ -705,8 +705,7 @@ public void testReingestLineageProposal() throws Exception {
     restateChangeLog.setAspect(genericAspect);
     restateChangeLog.setSystemMetadata(futureSystemMetadata);
     restateChangeLog.setPreviousAspectValue(genericAspect);
-    restateChangeLog.setPreviousSystemMetadata(
-        simulatePullFromDB(futureSystemMetadata, SystemMetadata.class));
+    restateChangeLog.setPreviousSystemMetadata(simulatePullFromDB(metadata1, SystemMetadata.class));
 
     Map<String, RecordTemplate> latestAspects =
         _entityServiceImpl.getLatestAspectsForUrn(

From a68836e14c5b6a7dec42ff130c116a92d62127f2 Mon Sep 17 00:00:00 2001
From: Chakru <161002324+chakru-r@users.noreply.github.com>
Date: Tue, 10 Dec 2024 23:24:43 +0530
Subject: [PATCH 24/54] build(datahub-frontend): enable code-coverage (#12072)

---
 datahub-frontend/build.gradle | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/datahub-frontend/build.gradle b/datahub-frontend/build.gradle
index 7750e169b11fbe..5cc5af50d217ba 100644
--- a/datahub-frontend/build.gradle
+++ b/datahub-frontend/build.gradle
@@ -4,8 +4,9 @@ plugins {
   id 'org.gradle.playframework'
 }
 
-apply from: "../gradle/versioning/versioning.gradle"
+apply from: '../gradle/versioning/versioning.gradle'
 apply from: './play.gradle'
+apply from: '../gradle/coverage/java-coverage.gradle'
 
 ext {
   docker_repo = 'datahub-frontend-react'
@@ -18,6 +19,13 @@ java {
   }
 }
 
+test {
+  jacoco {
+    // jacoco instrumentation is failing when dealing with code of this dependency, excluding it.
+    excludes = ["com/gargoylesoftware/**"]
+  }
+}
+
 model {
   // Must specify the dependency here as "stage" is added by rule based model.
   tasks.myTar {

From bcf230f87ffd1cf090d84bba3a394a7ac771a13a Mon Sep 17 00:00:00 2001
From: Chakru <161002324+chakru-r@users.noreply.github.com>
Date: Wed, 11 Dec 2024 00:47:30 +0530
Subject: [PATCH 25/54] build(ci): codecov integration (#12073)

---
 .github/workflows/airflow-plugin.yml     |  4 ++--
 .github/workflows/build-and-test.yml     | 10 ++++++++++
 .github/workflows/dagster-plugin.yml     |  4 ++--
 .github/workflows/gx-plugin.yml          |  4 ++--
 .github/workflows/metadata-ingestion.yml |  4 ++--
 .github/workflows/metadata-io.yml        |  9 +++++++++
 .github/workflows/prefect-plugin.yml     |  4 ++--
 7 files changed, 29 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/airflow-plugin.yml b/.github/workflows/airflow-plugin.yml
index 1fdfc52857b011..eefa02be4f1af8 100644
--- a/.github/workflows/airflow-plugin.yml
+++ b/.github/workflows/airflow-plugin.yml
@@ -80,10 +80,10 @@ jobs:
             !**/binary/**
       - name: Upload coverage to Codecov
         if: always()
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          directory: .
+          directory: ./build/coverage-reports/
           fail_ci_if_error: false
           flags: airflow,airflow-${{ matrix.extra_pip_extras }}
           name: pytest-airflow-${{ matrix.python-version }}-${{ matrix.extra_pip_requirements }}
diff --git a/.github/workflows/build-and-test.yml b/.github/workflows/build-and-test.yml
index a5889b2d2f92de..1b10fe6e74372b 100644
--- a/.github/workflows/build-and-test.yml
+++ b/.github/workflows/build-and-test.yml
@@ -126,6 +126,16 @@ jobs:
             !**/binary/**
       - name: Ensure codegen is updated
         uses: ./.github/actions/ensure-codegen-updated
+      - name: Upload coverage to Codecov
+        if: always()
+        uses: codecov/codecov-action@v5
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          directory: ./build/coverage-reports/
+          fail_ci_if_error: false
+          flags: ${{ matrix.timezone }}
+          name: ${{ matrix.command }}
+          verbose: true
 
   quickstart-compose-validation:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/dagster-plugin.yml b/.github/workflows/dagster-plugin.yml
index 37b6c93ec841ab..f512dcf8f3ffd4 100644
--- a/.github/workflows/dagster-plugin.yml
+++ b/.github/workflows/dagster-plugin.yml
@@ -66,10 +66,10 @@ jobs:
             **/junit.*.xml
       - name: Upload coverage to Codecov
         if: always()
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          directory: .
+          directory: ./build/coverage-reports/
           fail_ci_if_error: false
           flags: dagster-${{ matrix.python-version }}-${{ matrix.extraPythonRequirement }}
           name: pytest-dagster
diff --git a/.github/workflows/gx-plugin.yml b/.github/workflows/gx-plugin.yml
index aa7c3f069c7654..595438bd6e4a90 100644
--- a/.github/workflows/gx-plugin.yml
+++ b/.github/workflows/gx-plugin.yml
@@ -70,10 +70,10 @@ jobs:
             **/junit.*.xml
       - name: Upload coverage to Codecov
         if: always()
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          directory: .
+          directory: ./build/coverage-reports/
           fail_ci_if_error: false
           flags: gx-${{ matrix.python-version }}-${{ matrix.extraPythonRequirement }}
           name: pytest-gx
diff --git a/.github/workflows/metadata-ingestion.yml b/.github/workflows/metadata-ingestion.yml
index c0eafe891fb0aa..49def2a863c565 100644
--- a/.github/workflows/metadata-ingestion.yml
+++ b/.github/workflows/metadata-ingestion.yml
@@ -94,10 +94,10 @@ jobs:
             !**/binary/**
       - name: Upload coverage to Codecov
         if: ${{ always() && matrix.python-version == '3.10' }}
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          directory: .
+          directory: ./build/coverage-reports/
           fail_ci_if_error: false
           flags: pytest-${{ matrix.command }}
           name: pytest-${{ matrix.command }}
diff --git a/.github/workflows/metadata-io.yml b/.github/workflows/metadata-io.yml
index 5ee2223d71b039..2225baecde64c6 100644
--- a/.github/workflows/metadata-io.yml
+++ b/.github/workflows/metadata-io.yml
@@ -81,6 +81,15 @@ jobs:
             !**/binary/**
       - name: Ensure codegen is updated
         uses: ./.github/actions/ensure-codegen-updated
+      - name: Upload coverage to Codecov
+        if: ${{ always()}}
+        uses: codecov/codecov-action@v5
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
+          directory: ./build/coverage-reports/
+          fail_ci_if_error: false
+          name: metadata-io-test
+          verbose: true
 
   event-file:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/prefect-plugin.yml b/.github/workflows/prefect-plugin.yml
index b0af00f92b7727..3c75e8fe9a62ff 100644
--- a/.github/workflows/prefect-plugin.yml
+++ b/.github/workflows/prefect-plugin.yml
@@ -67,10 +67,10 @@ jobs:
             !**/binary/**
       - name: Upload coverage to Codecov
         if: always()
-        uses: codecov/codecov-action@v3
+        uses: codecov/codecov-action@v5
         with:
           token: ${{ secrets.CODECOV_TOKEN }}
-          directory: .
+          directory: ./build/coverage-reports/
           fail_ci_if_error: false
           flags: prefect,prefect-${{ matrix.extra_pip_extras }}
           name: pytest-prefect-${{ matrix.python-version }}

From a290b24a7cdd67f2c53ad90e60b230043ee1ea2a Mon Sep 17 00:00:00 2001
From: RyanHolstien <RyanHolstien@users.noreply.github.com>
Date: Tue, 10 Dec 2024 13:25:41 -0600
Subject: [PATCH 26/54] fix(openapi): adds in previously ignored keep alive
 value (#12068)

---
 docs/how/updating-datahub.md                               | 1 +
 .../openapi/controller/GenericEntitiesController.java      | 6 ++++--
 .../io/datahubproject/openapi/v3/OpenAPIV3Generator.java   | 7 +++++++
 .../openapi/v3/controller/EntityController.java            | 4 +++-
 4 files changed, 15 insertions(+), 3 deletions(-)

diff --git a/docs/how/updating-datahub.md b/docs/how/updating-datahub.md
index d8fe06abad6252..073f68db230634 100644
--- a/docs/how/updating-datahub.md
+++ b/docs/how/updating-datahub.md
@@ -39,6 +39,7 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
 - #11742: For PowerBi ingestion, `use_powerbi_email` is now enabled by default when extracting ownership information.
 - #12056: The DataHub Airflow plugin no longer supports Airflow 2.1 and Airflow 2.2.
 - #12056: The DataHub Airflow plugin now defaults to the v2 plugin implementation.
+- OpenAPI Update: PIT Keep Alive parameter added to scroll. NOTE: This parameter requires the `pointInTimeCreationEnabled` feature flag to be enabled and the `elasticSearch.implementation` configuration to be `elasticsearch`. This feature is not supported for OpenSearch at this time and the parameter will not be respected without both of these set.
 
 ### Breaking Changes
 
diff --git a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java
index c17a4a6294f015..425646d4282149 100644
--- a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java
+++ b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java
@@ -199,7 +199,9 @@ public ResponseEntity<S> getEntities(
       @RequestParam(value = "skipCache", required = false, defaultValue = "false")
           Boolean skipCache,
       @RequestParam(value = "includeSoftDelete", required = false, defaultValue = "false")
-          Boolean includeSoftDelete)
+          Boolean includeSoftDelete,
+      @RequestParam(value = "pitKeepAlive", required = false, defaultValue = "5m")
+          String pitKeepALive)
       throws URISyntaxException {
 
     EntitySpec entitySpec = entityRegistry.getEntitySpec(entityName);
@@ -241,7 +243,7 @@ public ResponseEntity<S> getEntities(
             null,
             sortCriteria,
             scrollId,
-            null,
+            pitKeepALive,
             count);
 
     if (!AuthUtil.isAPIAuthorizedResult(opContext, result)) {
diff --git a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java
index d179ea8f3a0682..68ed316573f77a 100644
--- a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java
+++ b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java
@@ -45,6 +45,7 @@ public class OpenAPIV3Generator {
   private static final String NAME_VERSION = "version";
   private static final String NAME_SCROLL_ID = "scrollId";
   private static final String NAME_INCLUDE_SOFT_DELETE = "includeSoftDelete";
+  private static final String NAME_PIT_KEEP_ALIVE = "pitKeepAlive";
   private static final String PROPERTY_VALUE = "value";
   private static final String PROPERTY_URN = "urn";
   private static final String PROPERTY_PATCH = "patch";
@@ -502,6 +503,12 @@ private static PathItem buildGenericListEntitiesPath() {
                 .name(NAME_SKIP_CACHE)
                 .description("Skip cache when listing entities.")
                 .schema(new Schema().type(TYPE_BOOLEAN)._default(false)),
+            new Parameter()
+                .in(NAME_QUERY)
+                .name(NAME_PIT_KEEP_ALIVE)
+                .description(
+                    "Point In Time keep alive, accepts a time based string like \"5m\" for five minutes.")
+                .schema(new Schema().type(TYPE_STRING)._default("5m")),
             new Parameter().$ref("#/components/parameters/PaginationCount" + MODEL_VERSION),
             new Parameter().$ref("#/components/parameters/ScrollId" + MODEL_VERSION),
             new Parameter().$ref("#/components/parameters/SortBy" + MODEL_VERSION),
diff --git a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/controller/EntityController.java b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/controller/EntityController.java
index aa659b196f1872..5544fb845b2687 100644
--- a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/controller/EntityController.java
+++ b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/controller/EntityController.java
@@ -146,6 +146,8 @@ public ResponseEntity<GenericEntityScrollResultV3> scrollEntities(
           Boolean skipCache,
       @RequestParam(value = "includeSoftDelete", required = false, defaultValue = "false")
           Boolean includeSoftDelete,
+      @RequestParam(value = "pitKeepAlive", required = false, defaultValue = "5m")
+          String pitKeepALive,
       @RequestBody @Nonnull GenericEntityAspectsBodyV3 entityAspectsBody)
       throws URISyntaxException {
 
@@ -202,7 +204,7 @@ public ResponseEntity<GenericEntityScrollResultV3> scrollEntities(
             null,
             sortCriteria,
             scrollId,
-            null,
+            pitKeepALive,
             count);
 
     if (!AuthUtil.isAPIAuthorizedResult(opContext, result)) {

From 84e50d8e76a1c44be39a0600d426b58e2b8c690b Mon Sep 17 00:00:00 2001
From: Chris Collins <chriscollins3456@gmail.com>
Date: Tue, 10 Dec 2024 15:06:57 -0500
Subject: [PATCH 27/54] feat(ui) Add alchemy component library to FE (#12054)

---
 datahub-web-react/.storybook/DocTemplate.mdx  |   42 +
 datahub-web-react/.storybook/main.js          |   25 +
 .../.storybook/manager-head.html              |   33 +
 datahub-web-react/.storybook/manager.js       |   15 +
 .../.storybook/preview-head.html              |   33 +
 datahub-web-react/.storybook/preview.js       |   84 +
 .../.storybook/storybook-logo.svg             |    1 +
 .../.storybook/storybook-theme.css            |  263 ++++
 .../.storybook/storybook-theme.js             |   47 +
 .../.storybook/styledComponents.ts            |   36 +
 .../.storybook/webpack.config.js              |   13 +
 datahub-web-react/package.json                |   20 +-
 .../alchemy-components/.docs/Contributing.mdx |   43 +
 .../alchemy-components/.docs/DesignTokens.mdx |   63 +
 .../src/alchemy-components/.docs/Icons.mdx    |   34 +
 .../src/alchemy-components/.docs/Intro.mdx    |   14 +
 .../alchemy-components/.docs/StyleGuide.mdx   |  209 +++
 .../.docs/mdx-components/CodeBlock.tsx        |   24 +
 .../.docs/mdx-components/CopyButton.tsx       |   16 +
 .../.docs/mdx-components/GridList.tsx         |   32 +
 .../mdx-components/IconGalleryWithSearch.tsx  |  291 ++++
 .../.docs/mdx-components/components.ts        |  110 ++
 .../.docs/mdx-components/index.ts             |    6 +
 .../.docs/mdx-components/utils.ts             |   15 +
 .../src/alchemy-components/README.mdx         |   73 +
 .../components/Avatar/Avatar.stories.tsx      |  133 ++
 .../components/Avatar/Avatar.tsx              |   40 +
 .../Avatar/_tests_/getNameInitials.test.ts    |   34 +
 .../components/Avatar/components.ts           |   51 +
 .../components/Avatar/index.ts                |    1 +
 .../components/Avatar/types.ts                |   10 +
 .../components/Avatar/utils.ts                |   64 +
 .../components/Badge/Badge.stories.tsx        |  102 ++
 .../components/Badge/Badge.tsx                |   29 +
 .../components/Badge/components.ts            |    6 +
 .../components/Badge/index.ts                 |    1 +
 .../components/Badge/types.ts                 |    8 +
 .../components/Badge/utils.ts                 |   15 +
 .../components/BarChart/BarChart.stories.tsx  |   90 ++
 .../components/BarChart/BarChart.tsx          |  152 ++
 .../components/BarChart/components.tsx        |   34 +
 .../components/BarChart/index.ts              |    1 +
 .../components/BarChart/types.ts              |   18 +
 .../components/BarChart/utils.ts              |   26 +
 .../components/Button/Button.stories.tsx      |  203 +++
 .../components/Button/Button.tsx              |   60 +
 .../components/Button/components.ts           |   27 +
 .../components/Button/index.ts                |    2 +
 .../components/Button/types.ts                |   16 +
 .../components/Button/utils.ts                |  238 +++
 .../components/Card/Card.stories.tsx          |  141 ++
 .../components/Card/Card.tsx                  |   48 +
 .../components/Card/components.ts             |   59 +
 .../components/Card/index.ts                  |    2 +
 .../components/Card/types.ts                  |   13 +
 .../components/Checkbox/Checkbox.stories.tsx  |  156 ++
 .../components/Checkbox/Checkbox.tsx          |  103 ++
 .../components/Checkbox/components.ts         |   91 ++
 .../components/Checkbox/index.ts              |    2 +
 .../components/Checkbox/types.ts              |   16 +
 .../components/Checkbox/utils.ts              |   27 +
 .../components/Heading/Heading.stories.tsx    |   98 ++
 .../components/Heading/Heading.tsx            |   38 +
 .../components/Heading/components.ts          |   70 +
 .../components/Heading/index.ts               |    2 +
 .../components/Heading/types.ts               |    9 +
 .../components/Icon/Icon.stories.tsx          |  131 ++
 .../components/Icon/Icon.tsx                  |   59 +
 .../components/Icon/components.ts             |   19 +
 .../components/Icon/constants.ts              |  547 +++++++
 .../components/Icon/index.ts                  |    3 +
 .../components/Icon/types.ts                  |   23 +
 .../components/Icon/utils.ts                  |   29 +
 .../components/Input/Input.stories.tsx        |  177 +++
 .../components/Input/Input.tsx                |   97 ++
 .../components/Input/components.ts            |   92 ++
 .../components/Input/index.ts                 |    2 +
 .../components/Input/types.ts                 |   22 +
 .../components/Input/utils.ts                 |    5 +
 .../LineChart/LineChart.stories.tsx           |   96 ++
 .../components/LineChart/LineChart.tsx        |  178 +++
 .../components/LineChart/components.tsx       |    8 +
 .../components/LineChart/index.ts             |    1 +
 .../components/LineChart/types.ts             |   22 +
 .../PageTitle/PageTitle.stories.tsx           |   71 +
 .../components/PageTitle/PageTitle.tsx        |   17 +
 .../components/PageTitle/components.ts        |   52 +
 .../components/PageTitle/index.ts             |    1 +
 .../components/PageTitle/types.ts             |    8 +
 .../components/PageTitle/utils.ts             |   27 +
 .../components/Pills/Pill.stories.tsx         |  126 ++
 .../components/Pills/Pill.tsx                 |   42 +
 .../components/Pills/components.ts            |   33 +
 .../components/Pills/index.ts                 |    1 +
 .../components/Pills/types.ts                 |   18 +
 .../components/Pills/utils.ts                 |  147 ++
 .../components/Popover/Popover.tsx            |    6 +
 .../components/Popover/index.ts               |    1 +
 .../components/Radio/Radio.stories.tsx        |  136 ++
 .../components/Radio/Radio.tsx                |   89 ++
 .../components/Radio/components.ts            |   83 +
 .../components/Radio/types.ts                 |   16 +
 .../components/Radio/utils.ts                 |   27 +
 .../components/Select/BasicSelect.tsx         |  339 ++++
 .../components/Select/Nested/NestedOption.tsx |  309 ++++
 .../components/Select/Nested/NestedSelect.tsx |  312 ++++
 .../components/Select/Nested/types.ts         |    9 +
 .../components/Select/Select.stories.tsx      |  431 +++++
 .../components/Select/Select.tsx              |   65 +
 .../components/Select/SimpleSelect.tsx        |  299 ++++
 .../components/Select/components.ts           |  235 +++
 .../components/Select/index.ts                |    3 +
 .../components/Select/types.ts                |   61 +
 .../components/Select/utils.ts                |  125 ++
 .../components/Switch/Switch.stories.tsx      |  169 ++
 .../components/Switch/Switch.tsx              |   74 +
 .../components/Switch/components.ts           |  118 ++
 .../components/Switch/index.ts                |    2 +
 .../components/Switch/types.ts                |   21 +
 .../components/Switch/utils.ts                |   97 ++
 .../components/Table/Table.stories.tsx        |  162 ++
 .../components/Table/Table.tsx                |  115 ++
 .../components/Table/components.ts            |   94 ++
 .../components/Table/index.ts                 |    2 +
 .../components/Table/types.ts                 |   21 +
 .../components/Table/utils.ts                 |   73 +
 .../components/Text/Text.stories.tsx          |  100 ++
 .../components/Text/Text.tsx                  |   33 +
 .../components/Text/components.ts             |   50 +
 .../components/Text/index.ts                  |    2 +
 .../components/Text/types.ts                  |    9 +
 .../components/TextArea/TextArea.stories.tsx  |  159 ++
 .../components/TextArea/TextArea.tsx          |   80 +
 .../components/TextArea/components.ts         |  106 ++
 .../components/TextArea/index.ts              |    2 +
 .../components/TextArea/types.ts              |   15 +
 .../components/Tooltip/Tooltip.tsx            |    6 +
 .../components/Tooltip/index.ts               |    1 +
 .../components/commonStyles.ts                |   23 +
 .../components/dataviz/utils.ts               |   11 +
 .../src/alchemy-components/index.ts           |   23 +
 .../theme/config/constants.ts                 |    1 +
 .../alchemy-components/theme/config/index.ts  |    2 +
 .../alchemy-components/theme/config/types.ts  |   47 +
 .../theme/foundations/blur.ts                 |   12 +
 .../theme/foundations/borders.ts              |    9 +
 .../theme/foundations/breakpoints.ts          |   10 +
 .../theme/foundations/colors.ts               |   98 ++
 .../theme/foundations/index.ts                |   27 +
 .../theme/foundations/radius.ts               |    9 +
 .../theme/foundations/shadows.ts              |   16 +
 .../theme/foundations/sizes.ts                |    7 +
 .../theme/foundations/spacing.ts              |   12 +
 .../theme/foundations/transform.ts            |   10 +
 .../theme/foundations/transition.ts           |   32 +
 .../theme/foundations/typography.ts           |   52 +
 .../theme/foundations/zIndex.ts               |   17 +
 .../src/alchemy-components/theme/index.ts     |   30 +
 .../theme/semantic-tokens.ts                  |   21 +
 .../src/alchemy-components/theme/utils.ts     |   62 +
 datahub-web-react/src/fonts/Mulish-Black.ttf  |  Bin 0 -> 106576 bytes
 .../src/fonts/Mulish-BlackItalic.ttf          |  Bin 0 -> 110200 bytes
 datahub-web-react/src/fonts/Mulish-Bold.ttf   |  Bin 0 -> 106576 bytes
 .../src/fonts/Mulish-BoldItalic.ttf           |  Bin 0 -> 110260 bytes
 .../src/fonts/Mulish-ExtraBold.ttf            |  Bin 0 -> 106536 bytes
 .../src/fonts/Mulish-ExtraBoldItalic.ttf      |  Bin 0 -> 110256 bytes
 .../src/fonts/Mulish-ExtraLight.ttf           |  Bin 0 -> 106380 bytes
 .../src/fonts/Mulish-ExtraLightItalic.ttf     |  Bin 0 -> 110000 bytes
 datahub-web-react/src/fonts/Mulish-Italic.ttf |  Bin 0 -> 110060 bytes
 datahub-web-react/src/fonts/Mulish-Light.ttf  |  Bin 0 -> 106572 bytes
 .../src/fonts/Mulish-LightItalic.ttf          |  Bin 0 -> 110192 bytes
 datahub-web-react/src/fonts/Mulish-Medium.ttf |  Bin 0 -> 106568 bytes
 .../src/fonts/Mulish-MediumItalic.ttf         |  Bin 0 -> 110160 bytes
 .../src/fonts/Mulish-Regular.ttf              |  Bin 0 -> 106528 bytes
 .../src/fonts/Mulish-SemiBold.ttf             |  Bin 0 -> 106508 bytes
 .../src/fonts/Mulish-SemiBoldItalic.ttf       |  Bin 0 -> 110120 bytes
 datahub-web-react/tsconfig.json               |   30 +-
 datahub-web-react/vite.config.ts              |   28 +
 datahub-web-react/yarn.lock                   | 1384 ++++++++++++++++-
 179 files changed, 11848 insertions(+), 14 deletions(-)
 create mode 100644 datahub-web-react/.storybook/DocTemplate.mdx
 create mode 100644 datahub-web-react/.storybook/main.js
 create mode 100644 datahub-web-react/.storybook/manager-head.html
 create mode 100644 datahub-web-react/.storybook/manager.js
 create mode 100644 datahub-web-react/.storybook/preview-head.html
 create mode 100644 datahub-web-react/.storybook/preview.js
 create mode 100644 datahub-web-react/.storybook/storybook-logo.svg
 create mode 100644 datahub-web-react/.storybook/storybook-theme.css
 create mode 100644 datahub-web-react/.storybook/storybook-theme.js
 create mode 100644 datahub-web-react/.storybook/styledComponents.ts
 create mode 100644 datahub-web-react/.storybook/webpack.config.js
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/Contributing.mdx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/DesignTokens.mdx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/Icons.mdx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/Intro.mdx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/StyleGuide.mdx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/mdx-components/CodeBlock.tsx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/mdx-components/CopyButton.tsx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/mdx-components/GridList.tsx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/mdx-components/IconGalleryWithSearch.tsx
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/mdx-components/components.ts
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/mdx-components/index.ts
 create mode 100644 datahub-web-react/src/alchemy-components/.docs/mdx-components/utils.ts
 create mode 100644 datahub-web-react/src/alchemy-components/README.mdx
 create mode 100644 datahub-web-react/src/alchemy-components/components/Avatar/Avatar.stories.tsx
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diff --git a/datahub-web-react/.storybook/DocTemplate.mdx b/datahub-web-react/.storybook/DocTemplate.mdx
new file mode 100644
index 00000000000000..9ea1250075e11f
--- /dev/null
+++ b/datahub-web-react/.storybook/DocTemplate.mdx
@@ -0,0 +1,42 @@
+import React from 'react';
+
+import { ThemeProvider } from 'styled-components';
+import { GlobalStyle } from './styledComponents';
+
+import { Meta, Title, Subtitle, Description, Primary, Controls, Stories } from '@storybook/blocks';
+import { CodeBlock } from '../src/alchemy-components/.docs/mdx-components';
+
+{/* 
+  * 👇 The isTemplate property is required to tell Storybook that this is a template
+  * See https://storybook.js.org/docs/api/doc-block-meta
+  * to learn how to use
+*/}
+
+<Meta isTemplate />
+
+<ThemeProvider theme={{}}>
+	<GlobalStyle />
+
+	<Title />
+
+	<Subtitle />
+
+	<div className="docsDescription">
+		<Description />
+	</div>
+
+	<br />
+
+	### Import
+
+	<CodeBlock />
+
+	<br/>
+
+	### Customize
+
+	<Primary />
+	<Controls />
+
+	<Stories />
+</ThemeProvider>
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/main.js b/datahub-web-react/.storybook/main.js
new file mode 100644
index 00000000000000..2b92dffd88eb3a
--- /dev/null
+++ b/datahub-web-react/.storybook/main.js
@@ -0,0 +1,25 @@
+// Docs for badges: https://storybook.js.org/addons/@geometricpanda/storybook-addon-badges
+
+export default {
+	framework: '@storybook/react-vite',
+	features: {
+		buildStoriesJson: true,
+	},
+	core: {
+		disableTelemetry: true,
+	},
+	stories: [
+		'../src/alchemy-components/.docs/*.mdx',
+		'../src/alchemy-components/components/**/*.stories.@(js|jsx|mjs|ts|tsx)'
+	],
+	addons: [
+		'@storybook/addon-onboarding',
+		'@storybook/addon-essentials',
+		'@storybook/addon-interactions',
+		'@storybook/addon-links',
+		'@geometricpanda/storybook-addon-badges',
+	],
+	typescript: {
+		reactDocgen: 'react-docgen-typescript',
+	},
+}
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/manager-head.html b/datahub-web-react/.storybook/manager-head.html
new file mode 100644
index 00000000000000..98e6a2895f45c7
--- /dev/null
+++ b/datahub-web-react/.storybook/manager-head.html
@@ -0,0 +1,33 @@
+<style type="text/css">
+	/* Regular */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 400;
+		src: url('../src/fonts/Mulish-Regular.ttf') format('truetype');
+	}
+
+	/* Medium */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 500;
+		src: url('../src/fonts/Mulish-Medium.ttf') format('truetype');
+	}
+
+	/* SemiBold */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 600;
+		src: url('../src/fonts/Mulish-SemiBold.ttf') format('truetype');
+	}
+
+	/* Bold */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 700;
+		src: url('../src/fonts/Mulish-Bold.ttf') format('truetype');
+	}
+</style>
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/manager.js b/datahub-web-react/.storybook/manager.js
new file mode 100644
index 00000000000000..6e9c62dd96c23f
--- /dev/null
+++ b/datahub-web-react/.storybook/manager.js
@@ -0,0 +1,15 @@
+import './storybook-theme.css';
+
+import { addons } from '@storybook/manager-api';
+import acrylTheme from './storybook-theme.js';
+
+// Theme setup
+addons.setConfig({
+	theme: acrylTheme,
+});
+
+// Favicon
+const link = document.createElement('link');
+link.setAttribute('rel', 'shortcut icon');
+link.setAttribute('href', 'https://www.acryldata.io/icons/favicon.ico');
+document.head.appendChild(link);
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/preview-head.html b/datahub-web-react/.storybook/preview-head.html
new file mode 100644
index 00000000000000..98e6a2895f45c7
--- /dev/null
+++ b/datahub-web-react/.storybook/preview-head.html
@@ -0,0 +1,33 @@
+<style type="text/css">
+	/* Regular */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 400;
+		src: url('../src/fonts/Mulish-Regular.ttf') format('truetype');
+	}
+
+	/* Medium */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 500;
+		src: url('../src/fonts/Mulish-Medium.ttf') format('truetype');
+	}
+
+	/* SemiBold */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 600;
+		src: url('../src/fonts/Mulish-SemiBold.ttf') format('truetype');
+	}
+
+	/* Bold */
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 700;
+		src: url('../src/fonts/Mulish-Bold.ttf') format('truetype');
+	}
+</style>
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/preview.js b/datahub-web-react/.storybook/preview.js
new file mode 100644
index 00000000000000..a497ce7bccf3c8
--- /dev/null
+++ b/datahub-web-react/.storybook/preview.js
@@ -0,0 +1,84 @@
+import './storybook-theme.css';
+// FYI: import of antd styles required to show components based on it correctly
+import 'antd/dist/antd.css';
+
+import { BADGE, defaultBadgesConfig } from '@geometricpanda/storybook-addon-badges';
+import DocTemplate from './DocTemplate.mdx';
+
+const preview = {
+    tags: ['!dev', 'autodocs'],
+    parameters: {
+        previewTabs: {
+            'storybook/docs/panel': { index: -1 },
+        },
+        controls: {
+            matchers: {
+                color: /(background|color)$/i,
+                date: /Date$/i,
+            },
+        },
+        options: {
+            storySort: {
+                method: 'alphabetical',
+                order: [
+                    // Order of Docs Pages
+                    'Introduction',
+                    'Style Guide',
+                    'Design Tokens',
+                    'Style Utilities',
+                    'Icons',
+
+                    // Order of Components
+                    'Layout',
+                    'Forms',
+                    'Data Display',
+                    'Feedback',
+                    'Typography',
+                    'Overlay',
+                    'Disclosure',
+                    'Navigation',
+                    'Media',
+                    'Other',
+                ],
+                locales: '',
+            },
+        },
+        docs: {
+            page: DocTemplate,
+            toc: {
+                disable: false,
+            },
+            docs: {
+                source: {
+                    format: true,
+                },
+            },
+        },
+
+        // Reconfig the premade badges with better titles
+        badgesConfig: {
+            stable: {
+                ...defaultBadgesConfig[BADGE.STABLE],
+                title: 'Stable',
+                tooltip: 'This component is stable but may have frequent changes. Use at own discretion.',
+            },
+            productionReady: {
+                ...defaultBadgesConfig[BADGE.STABLE],
+                title: 'Production Ready',
+                tooltip: 'This component is production ready and has been tested in a production environment.',
+            },
+            WIP: {
+                ...defaultBadgesConfig[BADGE.BETA],
+                title: 'WIP',
+                tooltip: 'This component is a work in progress and may not be fully functional or tested.',
+            },
+            readyForDesignReview: {
+                ...defaultBadgesConfig[BADGE.NEEDS_REVISION],
+                title: 'Ready for Design Review',
+                tooltip: 'This component is ready for design review and feedback.',
+            },
+        },
+    },
+};
+
+export default preview;
diff --git a/datahub-web-react/.storybook/storybook-logo.svg b/datahub-web-react/.storybook/storybook-logo.svg
new file mode 100644
index 00000000000000..5cc86813b59336
--- /dev/null
+++ b/datahub-web-react/.storybook/storybook-logo.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 116.71 125.19"><defs><style>.cls-1{fill:#08303a;}.cls-2{fill:#11696b;}.cls-3{fill:#20d3bd;}</style></defs><g id="artwork"><path class="cls-1" d="M96.39,34.23,79.87,11.08a26.43,26.43,0,0,0-43,0L20.32,34.23A26.42,26.42,0,0,0,41.83,76h33A26.42,26.42,0,0,0,96.39,34.23ZM74.87,68h-33a18.42,18.42,0,0,1-15-29.12L43.35,15.72a18.43,18.43,0,0,1,30,0L89.87,38.88A18.42,18.42,0,0,1,74.87,68Z"/><path class="cls-2" d="M105.89,72.32,73,26.24a18,18,0,0,0-29.31,0L10.82,72.32a18,18,0,0,0,14.65,28.46H91.24a18,18,0,0,0,14.65-28.46ZM91.24,92.78H25.47A10,10,0,0,1,17.33,77L50.21,30.88a10,10,0,0,1,16.28,0L99.38,77A10,10,0,0,1,91.24,92.78Z"/><path class="cls-3" d="M114.83,109.26,66.56,41.61a10.07,10.07,0,0,0-16.41,0L1.88,109.26a10.08,10.08,0,0,0,8.2,15.93h96.55a10.08,10.08,0,0,0,8.2-15.93Zm-8.2,7.93H10.08a2.08,2.08,0,0,1-1.69-3.29L56.66,46.25a2.08,2.08,0,0,1,1.69-.87,2.05,2.05,0,0,1,1.69.87l48.28,67.65A2.08,2.08,0,0,1,106.63,117.19Z"/></g></svg>
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/storybook-theme.css b/datahub-web-react/.storybook/storybook-theme.css
new file mode 100644
index 00000000000000..edf93c57cf2086
--- /dev/null
+++ b/datahub-web-react/.storybook/storybook-theme.css
@@ -0,0 +1,263 @@
+/* Storybook Theme CSS Overrides */
+
+/* Regular */
+@font-face {
+	font-family: 'Mulish';
+	font-style: normal;
+	font-weight: 400;
+	src: url('../src/fonts/Mulish-Regular.ttf') format('truetype');
+}
+
+/* Medium */
+@font-face {
+	font-family: 'Mulish';
+	font-style: normal;
+	font-weight: 500;
+	src: url('../src/fonts/Mulish-Medium.ttf') format('truetype');
+}
+
+/* SemiBold */
+@font-face {
+	font-family: 'Mulish';
+	font-style: normal;
+	font-weight: 600;
+	src: url('../src/fonts/Mulish-SemiBold.ttf') format('truetype');
+}
+
+/* Bold */
+@font-face {
+	font-family: 'Mulish';
+	font-style: normal;
+	font-weight: 700;
+	src: url('../src/fonts/Mulish-Bold.ttf') format('truetype');
+}
+
+body {
+	font-family: 'Mulish', sans-serif !important;
+}
+
+::-webkit-scrollbar {
+	height: 8px;
+	width: 8px;
+}
+
+*::-webkit-scrollbar-track {
+	background: rgba(193, 196, 208, 0);
+	border-radius: 10px;
+}
+
+*::-webkit-scrollbar-thumb {
+	background: rgba(193, 196, 208, 0);
+	border-radius: 10px;
+	transition: 0.3s;
+}
+
+*:hover::-webkit-scrollbar-track {
+	background: rgba(193, 196, 208, 0.3);
+}
+
+*:hover::-webkit-scrollbar-thumb {
+	background: rgba(193, 196, 208, 0.8);
+}
+
+.sbdocs-wrapper {
+	max-width: 95% !important;
+}
+
+.sidebar-header img {
+	max-height: 25px !important;
+}
+
+.sb-bar {
+	box-shadow: none !important;
+	border-bottom: 1px solid hsla(203, 50%, 30%, 0.15) !important;
+}
+
+.sbdocs-preview,
+.docblock-argstable-body,
+.docblock-source {
+	box-shadow: none !important;
+	filter: none !important;
+}
+
+.docblock-source {
+	max-width: 100% !important;
+	overflow: auto !important;
+	margin: 1rem 0 !important;
+}
+
+.sidebar-item,
+.sidebar-item[data-selected="true"] {
+	height: 32px !important;
+	display: flex !important;
+	align-items: center !important;
+	padding-right: 0 !important;
+	padding: 6px 12px !important;
+	font-size: 15px !important;
+	margin-bottom: 4px !important;
+	color: #000 !important;
+}
+
+.sidebar-item:hover {
+	background-color: #eff8fc !important;
+}
+
+.sidebar-item>a {
+	align-items: center !important;
+	gap: 8px !important;
+	padding: 0 !important;
+}
+
+.sidebar-item[data-nodetype="group"] {
+	margin-top: 8px !important;
+}
+
+.sidebar-item[data-nodetype="component"] {
+	padding-left: 8px !important;
+}
+
+[data-nodetype="root"]>[data-action="collapse-root"]>div:first-child,
+[data-nodetype="component"] div {
+	display: none !important;
+}
+
+[data-nodetype="document"][data-parent-id],
+[data-nodetype="story"][data-parent-id] {
+	padding: 0 !important;
+	margin-left: 16px !important;
+	height: 18px !important;
+	min-height: auto !important;
+	font-weight: 400 !important;
+}
+
+[data-nodetype="document"][data-parent-id] svg,
+[data-nodetype="story"][data-parent-id] svg {
+	display: none !important;
+}
+
+[data-nodetype="document"][data-parent-id]::before,
+[data-nodetype="story"][data-parent-id]::before {
+	content: '→' !important;
+}
+
+[data-nodetype="document"][data-parent-id]:hover,
+[data-nodetype="story"][data-parent-id]:hover,
+[data-nodetype="document"][data-parent-id][data-selected="true"]:hover,
+[data-nodetype="story"][data-parent-id][data-selected="true"]:hover {
+	background-color: #fff !important;
+	color: #4da1bf !important;
+}
+
+[data-nodetype="document"][data-parent-id][data-selected="true"],
+[data-nodetype="story"][data-parent-id][data-selected="true"] {
+	background-color: #fff !important;
+	height: 18px !important;
+	min-height: auto !important;
+	font-weight: 400 !important;
+}
+
+.sbdocs-content div[id*=--sandbox]~div[id*=--sandbox]~div[id*=--sandbox],
+li:has(a[href="#sandbox"]) {
+	display: none !important;
+}
+
+[data-nodetype="document"]:not([data-parent-id]) {
+	padding-left: 0 !important;
+}
+
+[data-nodetype="document"]:not([data-parent-id]) svg {
+	display: none !important;
+}
+
+[data-nodetype="document"]:not([data-parent-id])>a {
+	font-size: 18px !important;
+	font-weight: 300 !important;
+}
+
+[data-nodetype="component"][aria-expanded="true"],
+[data-nodetype="document"][data-selected="true"] {
+	color: #000 !important;
+	background-color: transparent !important;
+	font-weight: 700 !important;
+}
+
+[data-nodetype="root"][data-selected="true"] {
+	background-color: transparent !important;
+}
+
+[data-nodetype="document"][data-selected="true"],
+[data-nodetype="document"][data-parent-id][data-selected="true"] {
+	color: #4da1bf !important;
+}
+
+.sidebar-subheading {
+	font-size: 12px !important;
+	font-weight: 600 !important;
+	letter-spacing: 1px !important;
+	color: #a9adbd !important;
+}
+
+.sbdocs-wrapper {
+	padding: 2rem !important;
+}
+
+table,
+tr,
+tbody>tr>* {
+	border-color: hsla(203, 50%, 30%, 0.15) !important;
+	background-color: transparent;
+}
+
+:where(table:not(.sb-anchor, .sb-unstyled, .sb-unstyled table)) tr:nth-of-type(2n) {
+	background-color: transparent !important;
+}
+
+tr {
+	border-top: 0 !important;
+}
+
+th {
+	border: 0 !important;
+}
+
+h2#stories {
+	display: none;
+}
+
+.tabbutton {
+	border-bottom: none !important
+}
+
+.tabbutton.tabbutton-active {
+	color: rgb(120, 201, 230) !important;
+}
+
+.toc-wrapper {
+	margin-top: -2.5rem !important;
+	font-family: 'Mulish', sans-serif !important;
+}
+
+/* Custom Doc Styles */
+
+.custom-docs {
+	position: relative;
+}
+
+.acrylBg {
+	position: fixed;
+	bottom: 0;
+	left: -20px;
+	background-repeat: repeat;
+	z-index: 0;
+}
+
+.acrylBg img {
+	filter: invert(8);
+}
+
+.custom-docs p,
+.docsDescription p,
+.custom-docs li {
+	font-size: 16px;
+	line-height: 1.75;
+}
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/storybook-theme.js b/datahub-web-react/.storybook/storybook-theme.js
new file mode 100644
index 00000000000000..462bf2f03da944
--- /dev/null
+++ b/datahub-web-react/.storybook/storybook-theme.js
@@ -0,0 +1,47 @@
+import { create } from '@storybook/theming';
+import brandImage from './storybook-logo.svg';
+
+import theme, { typography } from '../src/alchemy-components/theme';
+
+export default create({
+	// config 
+	base: 'light',
+	brandTitle: 'Acryl Design System',
+	brandUrl: '/?path=/docs/',
+	brandImage: brandImage,
+	brandTarget: '_self',
+
+	// styles 
+	fontBase: typography.fontFamily,
+	fontCode: 'monospace',
+
+	colorPrimary: theme.semanticTokens.colors.primary,
+	colorSecondary: theme.semanticTokens.colors.secondary,
+
+	// UI
+	appBg: theme.semanticTokens.colors['body-bg'],
+	appContentBg: theme.semanticTokens.colors['body-bg'],
+	appPreviewBg: theme.semanticTokens.colors['body-bg'],
+	appBorderColor: theme.semanticTokens.colors['border-color'],
+	appBorderRadius: 4,
+
+	// Text colors
+	textColor: theme.semanticTokens.colors['body-text'],
+	textInverseColor: theme.semanticTokens.colors['inverse-text'],
+	textMutedColor: theme.semanticTokens.colors['subtle-text'],
+
+	// Toolbar default and active colors
+	barTextColor: theme.semanticTokens.colors['body-text'],
+	barSelectedColor: theme.semanticTokens.colors['subtle-bg'],
+	barHoverColor: theme.semanticTokens.colors['subtle-bg'],
+	barBg: theme.semanticTokens.colors['body-bg'],
+
+	// Form colors
+	inputBg: theme.semanticTokens.colors['body-bg'],
+	inputBorder: theme.semanticTokens.colors['border-color'],
+	inputTextColor: theme.semanticTokens.colors['body-text'],
+	inputBorderRadius: 4,
+
+	// Grid 
+	gridCellSize: 6,
+});
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/styledComponents.ts b/datahub-web-react/.storybook/styledComponents.ts
new file mode 100644
index 00000000000000..5951c810d89985
--- /dev/null
+++ b/datahub-web-react/.storybook/styledComponents.ts
@@ -0,0 +1,36 @@
+import { createGlobalStyle } from 'styled-components';
+
+import '../src/fonts/Mulish-Regular.ttf';
+import '../src/fonts/Mulish-Medium.ttf';
+import '../src/fonts/Mulish-SemiBold.ttf';
+import '../src/fonts/Mulish-Bold.ttf';
+
+export const GlobalStyle = createGlobalStyle`
+    @font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 400;
+		src: url('../src/fonts/Mulish-Regular.ttf) format('truetype');
+    }
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 500;
+		src: url('../src/fonts/Mulish-Medium.ttf) format('truetype');
+	}
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 600;
+		src: url('../src/fonts/Mulish-SemiBold.ttf) format('truetype');
+	}
+	@font-face {
+		font-family: 'Mulish';
+		font-style: normal;
+		font-weight: 700;
+		src: url('../src/fonts/Mulish-Bold.ttf) format('truetype');
+	}
+	body {
+		font-family: 'Mulish', sans-serif;
+	}
+`;
\ No newline at end of file
diff --git a/datahub-web-react/.storybook/webpack.config.js b/datahub-web-react/.storybook/webpack.config.js
new file mode 100644
index 00000000000000..22e4ec1de63050
--- /dev/null
+++ b/datahub-web-react/.storybook/webpack.config.js
@@ -0,0 +1,13 @@
+const path = require('path');
+
+module.exports = {
+	module: {
+		loaders: [
+			{
+				test: /\.(png|woff|woff2|eot|ttf|svg)$/,
+				loaders: ['file-loader'],
+				include: path.resolve(__dirname, '../'),
+			},
+		],
+	},
+};
\ No newline at end of file
diff --git a/datahub-web-react/package.json b/datahub-web-react/package.json
index dcaef6004d7022..31c10804482f0c 100644
--- a/datahub-web-react/package.json
+++ b/datahub-web-react/package.json
@@ -9,8 +9,12 @@
         "@ant-design/colors": "^5.0.0",
         "@ant-design/icons": "^4.3.0",
         "@apollo/client": "^3.3.19",
+        "@fontsource/mulish": "^5.0.16",
+        "@geometricpanda/storybook-addon-badges": "^2.0.2",
         "@graphql-codegen/fragment-matcher": "^5.0.0",
         "@monaco-editor/react": "^4.3.1",
+        "@mui/icons-material": "^5.15.21",
+        "@mui/material": "^5.15.21",
         "@react-hook/window-size": "^3.0.7",
         "@react-spring/web": "^9.7.3",
         "@remirror/pm": "^2.0.3",
@@ -30,6 +34,7 @@
         "@uiw/react-md-editor": "^3.3.4",
         "@visx/axis": "^3.1.0",
         "@visx/curve": "^3.0.0",
+        "@visx/gradient": "^3.3.0",
         "@visx/group": "^3.0.0",
         "@visx/hierarchy": "^3.0.0",
         "@visx/legend": "^3.2.0",
@@ -93,7 +98,9 @@
         "format-check": "prettier --check src",
         "format": "prettier --write src",
         "type-check": "tsc --noEmit",
-        "type-watch": "tsc -w --noEmit"
+        "type-watch": "tsc -w --noEmit",
+        "storybook": "storybook dev -p 6006",
+        "build-storybook": "storybook build"
     },
     "browserslist": {
         "production": [
@@ -112,6 +119,16 @@
         "@graphql-codegen/near-operation-file-preset": "^1.17.13",
         "@graphql-codegen/typescript-operations": "1.17.13",
         "@graphql-codegen/typescript-react-apollo": "2.2.1",
+        "@storybook/addon-essentials": "^8.1.11",
+        "@storybook/addon-interactions": "^8.1.11",
+        "@storybook/addon-links": "^8.1.11",
+        "@storybook/addon-onboarding": "^8.1.11",
+        "@storybook/blocks": "^8.1.11",
+        "@storybook/builder-vite": "^8.1.11",
+        "@storybook/manager-api": "^8.1.11",
+        "@storybook/react-vite": "^8.1.11",
+        "@storybook/test": "^8.1.11",
+        "@storybook/theming": "^8.1.11",
         "@types/graphql": "^14.5.0",
         "@types/query-string": "^6.3.0",
         "@types/styled-components": "^5.1.7",
@@ -132,6 +149,7 @@
         "less": "^4.2.0",
         "prettier": "^2.8.8",
         "source-map-explorer": "^2.5.2",
+        "storybook": "^8.1.11",
         "vite": "^4.5.5",
         "vite-plugin-babel-macros": "^1.0.6",
         "vite-plugin-static-copy": "^0.17.0",
diff --git a/datahub-web-react/src/alchemy-components/.docs/Contributing.mdx b/datahub-web-react/src/alchemy-components/.docs/Contributing.mdx
new file mode 100644
index 00000000000000..75a31d011903f8
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/Contributing.mdx
@@ -0,0 +1,43 @@
+import { Meta } from '@storybook/blocks';
+
+<Meta title="Contributing" />
+
+<div className="custom-docs">
+	## Contributing
+
+    Building and maintinging a design system is a collaborative effort. We welcome contributions from all team members, regardless of their role or experience level. This document outlines the process for contributing to the Acryl Component Library.
+
+    ### Development
+
+    To run Storybook locally, use the following command:
+
+    ```
+    yarn storybook
+    ```
+
+    Storybook will start a local development server and open a new browser window with the Storybook interface on port `6006`. When developing new components or updating existing ones, you can use Storybook to preview your changes in real-time. This will ensure that the component looks and behaves as expected before merging your changes.
+
+    ### Crafting New Components
+
+    When creating new components, make sure to follow the established design patterns and coding standards. This will help maintain consistency across all Acryl products and make it easier for other team members to understand and use your components.
+
+    Design new components with <strong>reusability in mind</strong>. Components should be flexible, extensible, and easy to customize. Avoid hardcoding values and use props to pass data and styles to your components. This will make it easier to reuse the component in different contexts and scenarios.
+
+    Our design team works exclusively in Figma, so if questions arise about the design or implementation of a component, please refer to the Figma files for more information. If you have any questions or need clarification, feel free to reach out to the design team for assistance.
+
+    ### Pull Requests
+
+    When submitting a pull request, please follow these guidelines:
+
+    1. Create a new branch for your changes.
+    2. Make sure your code is well-documented and follows the established coding standards.
+    3. Write clear and concise commit messages.
+    4. Include a detailed description of the changes in your pull request.
+
+    If applicable, include screenshots or GIFs to demonstrate the changes visually. This will help reviewers understand the context of your changes and provide more accurate feedback. If a Figma file exists, include a link to the file in the pull request description.
+
+    ### Review Process
+
+    All pull requests will be reviewed by the UI and design team to ensure that the changes align with the design system guidelines and best practices. The team will provide feedback and suggestions for improvement, and you may be asked to make additional changes before your pull request is merged.
+
+</div>
diff --git a/datahub-web-react/src/alchemy-components/.docs/DesignTokens.mdx b/datahub-web-react/src/alchemy-components/.docs/DesignTokens.mdx
new file mode 100644
index 00000000000000..0ebdebbf9db4cb
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/DesignTokens.mdx
@@ -0,0 +1,63 @@
+import { Meta, Source } from '@storybook/blocks';
+
+import theme from '@components/theme';
+
+import { ColorCard, CopyButton } from './mdx-components';
+
+<Meta title="Design Tokens" />
+
+<div className="custom-docs">
+	## Design Tokens
+
+    To streamline the design process and ensure consistency across all Acryl products, we use a set of design tokens that define the visual properties of our design system. These tokens include colors, typography, spacing, and other visual elements that can be used to create a cohesive user experience.
+
+    ### Colors
+
+    ```tsx
+    import theme from '@components/theme';
+
+    // Accessing a color via object path
+    <div style={{ color: theme.semanticTokens.colors.primary }}>Hello, World!</div>
+
+    // Using CSS variables
+    <div style={{ color: 'var(--alch-color-primary)' }}>Hello, World!</div>
+    ```
+
+    <table style={{ width: '100%' }}>
+    	<thead style={{ textAlign: 'left' }}>
+    		<tr>
+    			<th>Token Value</th>
+    			<th>Selector</th>
+    			<th>CSS Variable <small>(coming soon)</small></th>
+    		</tr>
+    	</thead>
+    	<tbody>
+    		{Object.keys(theme.semanticTokens.colors).map((color) => {
+    			const objectKey = `colors['${color}']`;
+    			const hexValue = theme.semanticTokens.colors[color];
+    			const cssVar = `--alch-color-${color}`;
+
+    			return (
+    				<tr key={color}>
+    					<td>
+    						<ColorCard color={hexValue} size="sm">
+    							<span className="colorChip" />
+    							<div>
+    								<span className="colorValue">{color}</span>
+    								<span className="hex">{hexValue}</span>
+    							</div>
+    						</ColorCard>
+    					</td>
+    					<td>
+    						<span style={{ display: 'flex', alignItems: 'center', fontSize: 'inherit' }}>
+    							{objectKey} <CopyButton text={objectKey} />
+    						</span>
+    					</td>
+    					<td>{cssVar}</td>
+    				</tr>
+    			);
+    		})}
+    	</tbody>
+    </table>
+
+</div>
diff --git a/datahub-web-react/src/alchemy-components/.docs/Icons.mdx b/datahub-web-react/src/alchemy-components/.docs/Icons.mdx
new file mode 100644
index 00000000000000..e3f6ab68461196
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/Icons.mdx
@@ -0,0 +1,34 @@
+import { Meta, Source } from '@storybook/blocks';
+
+import { AVAILABLE_ICONS } from '@components';
+import { IconGalleryWithSearch } from './mdx-components';
+
+<Meta title="Icons" />
+
+<div className="custom-docs">
+	## Icons
+
+    Under the hood, we're utilizing the Material Design Icon Library. However, we've crafted out own resuable component to make it easier to use these icons in our application.
+
+    <a href="/?path=/docs/media-icon--docs">
+    	View the component documentation to learn more
+    </a>
+
+    In addition to using Materials Design Icons, we've also added a few custom icons to the library. You can access them through the same `<Icon />` component and are represented in the list of available options below.
+
+    ```tsx
+    import { Icon } from '@components';
+
+    <Icon icon="AccountCircle" />
+    ```
+
+    <br />
+
+    ### Gallery
+
+    There are {AVAILABLE_ICONS.length} icons available. <br />
+    Name values populate the `icon` prop on the `<Icon />` component.
+
+    <IconGalleryWithSearch icons={AVAILABLE_ICONS} />
+
+</div>
diff --git a/datahub-web-react/src/alchemy-components/.docs/Intro.mdx b/datahub-web-react/src/alchemy-components/.docs/Intro.mdx
new file mode 100644
index 00000000000000..f81d08059c7b44
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/Intro.mdx
@@ -0,0 +1,14 @@
+import { Meta, Description } from '@storybook/blocks';
+import ReadMe from '../README.mdx';
+
+<Meta title="Introduction" />
+
+<div className="custom-docs">
+	<div className="acrylBg">
+		<img src="https://www.acryldata.io/images/logo-pattern.svg" alt="Acryl Logo" />
+	</div>
+
+    {/* To simply, we're rendering the root readme here */}
+    <ReadMe />
+
+</div>
diff --git a/datahub-web-react/src/alchemy-components/.docs/StyleGuide.mdx b/datahub-web-react/src/alchemy-components/.docs/StyleGuide.mdx
new file mode 100644
index 00000000000000..43199cbbca62d1
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/StyleGuide.mdx
@@ -0,0 +1,209 @@
+import { Meta, Source } from '@storybook/blocks';
+
+import { Heading } from '@components';
+import { colors } from '@components/theme';
+
+import { Grid, FlexGrid, ColorCard, CopyButton, Seperator } from './mdx-components';
+
+import borderSource from '@components/theme/foundations/borders?raw';
+import colorsSource from '@components/theme/foundations/colors?raw';
+import typographySource from '@components/theme/foundations/typography?raw';
+import radiusSource from '@components/theme/foundations/radius?raw';
+import shadowsSource from '@components/theme/foundations/shadows?raw';
+import sizesSource from '@components/theme/foundations/sizes?raw';
+import spacingSource from '@components/theme/foundations/spacing?raw';
+import transitionSource from '@components/theme/foundations/transition?raw';
+import zIndexSource from '@components/theme/foundations/zIndex?raw';
+
+<Meta title="Style Guide" />
+
+<div className="custom-docs">
+	## Style Guide
+
+    The purpose of this Style Guide is to establish a unified and cohesive design language that ensures a consistent user experience across all Acryl products. By adhering to these guidelines, we can maintain a high standard of design quality and improve the usability of our applications.
+
+    ### Theme
+
+    You can import the theme object into any component or file in your application and use it to style your components. The theme object is a single source of truth for your application's design system.
+
+    ```tsx
+    import { typography, colors, spacing } from '@components/theme';
+    ```
+
+    ### Colors
+
+    Colors are managed via the `colors.ts` file in the `theme/foundations` directory. The colors are defined as a nested object with the following structure:
+
+    <Source code={colorsSource} />
+
+    By default, all `500` values are considered the "default" value of that color range. For example, `gray.500` is the default gray color. The other values are used for shading and highlighting. Color values are defined in hex format and their values range between 25 and 1000. With 25 being the lighest and 1000 being the darkest.
+
+    #### Black & White
+    <FlexGrid>
+    	<ColorCard color={colors['black']}>
+    		<span className="colorChip" />
+    		<div>
+    			<span className="colorValue">Black</span>
+    			<span className="hex">{colors['black']}</span>
+    		</div>
+    	</ColorCard>
+    	<ColorCard color={colors['white']}>
+    		<span className="colorChip" />
+    		<div>
+    			<span className="colorValue">White</span>
+    			<span className="hex">{colors['white']}</span>
+    		</div>
+    	</ColorCard>
+    </FlexGrid>
+
+    <Seperator />
+
+    #### Gray
+    <Grid>
+    	{Object.keys(colors.gray).map((color) => (
+    		<ColorCard key={color} color={colors['gray'][color]}>
+    			<span className="colorChip" />
+    			<div>
+    				<span className="colorValue">
+    					Gray {color} <CopyButton text={`gray.${color}`} />
+    				</span>
+    				<span className="hex">{colors['gray'][color]}</span>
+    			</div>
+    		</ColorCard>
+    	))}
+    </Grid>
+
+    <Seperator />
+
+    #### Violet (Primary)
+    <Grid>
+    	{Object.keys(colors.violet).map((color) => (
+    		<ColorCard key={color} color={colors['violet'][color]}>
+    			<span className="colorChip" />
+    			<div>
+    				<span className="colorValue">
+    					Violet {color} <CopyButton text={`violet.${color}`} />
+    				</span>
+    				<span className="hex">{colors['violet'][color]}</span>
+    			</div>
+    		</ColorCard>
+    	))}
+    </Grid>
+
+    <Seperator />
+
+    #### Blue
+    <Grid>
+    	{Object.keys(colors.blue).map((color) => (
+    		<ColorCard key={color} color={colors['blue'][color]}>
+    			<span className="colorChip" />
+    			<div>
+    				<span className="colorValue">
+    					Blue {color} <CopyButton text={`blue.${color}`} />
+    				</span>
+    				<span className="hex">{colors['blue'][color]}</span>
+    			</div>
+    		</ColorCard>
+    	))}
+    </Grid>
+
+    <Seperator />
+
+    #### Green
+    <Grid>
+    	{Object.keys(colors.green).map((color) => (
+    		<ColorCard key={color} color={colors['green'][color]}>
+    			<span className="colorChip" />
+    			<div>
+    				<span className="colorValue">
+    					Green {color} <CopyButton text={`green.${color}`} />
+    				</span>
+    				<span className="hex">{colors['green'][color]}</span>
+    			</div>
+    		</ColorCard>
+    	))}
+    </Grid>
+
+    <Seperator />
+
+    #### Yellow
+    <Grid>
+    	{Object.keys(colors.yellow).map((color) => (
+    		<ColorCard key={color} color={colors['yellow'][color]}>
+    			<span className="colorChip" />
+    			<div>
+    				<span className="colorValue">
+    					Yellow {color} <CopyButton text={`yellow.${color}`} />
+    				</span>
+    				<span className="hex">{colors['yellow'][color]}</span>
+    			</div>
+    		</ColorCard>
+    	))}
+    </Grid>
+
+    <Seperator />
+
+    #### Red
+    <Grid>
+    	{Object.keys(colors.red).map((color) => (
+    		<ColorCard key={color} color={colors['red'][color]}>
+    			<span className="colorChip" />
+    			<div>
+    				<span className="colorValue">
+    					Red {color} <CopyButton text={`red.${color}`} />
+    				</span>
+    				<span className="hex">{colors['red'][color]}</span>
+    			</div>
+    		</ColorCard>
+    	))}
+    </Grid>
+
+    ### Typography
+
+    Font styles are managed via the `typography.ts` file in the `theme/foundations` directory. The primary font family in use is `Mulish`. The font styles are defined as a nested object with the following structure:
+
+    <Source code={typographySource} />
+
+    ### Borders
+
+    A set of border values defined by the border key.
+
+    <Source code={borderSource} />
+
+    ### Border Radius
+
+    A set smooth corner radius values defined by the radii key.
+
+    <Source code={radiusSource} />
+
+    ### Shadows
+
+    A set of shadow values defined by the shadows key.
+
+    <Source code={shadowsSource} />
+
+    ## Sizes
+
+    A set of size values defined by the sizes key.
+
+    <Source code={sizesSource} />
+
+    ### Spacing
+
+    A set of spacing values defined by the spacing key.
+
+    <Source code={spacingSource} />
+
+    ### Transitions
+
+    A set of transition values defined by the transition key.
+
+    <Source code={transitionSource} />
+
+    ### Z-Index
+
+    A set of z-index values defined by the zindex key.
+
+    <Source code={zIndexSource} />
+
+</div>
diff --git a/datahub-web-react/src/alchemy-components/.docs/mdx-components/CodeBlock.tsx b/datahub-web-react/src/alchemy-components/.docs/mdx-components/CodeBlock.tsx
new file mode 100644
index 00000000000000..43b9ebfae64149
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/mdx-components/CodeBlock.tsx
@@ -0,0 +1,24 @@
+import React from 'react';
+
+import { Source, DocsContext } from '@storybook/blocks';
+
+export const CodeBlock = () => {
+    const context = React.useContext(DocsContext);
+
+    const { primaryStory } = context as any;
+    const component = context ? primaryStory.component.__docgenInfo.displayName : '';
+
+    if (!context || !primaryStory) return null;
+
+    return (
+        <div>
+            <Source
+                code={`
+					import { ${component} } from '@components';
+				`}
+                format
+                dark
+            />
+        </div>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/.docs/mdx-components/CopyButton.tsx b/datahub-web-react/src/alchemy-components/.docs/mdx-components/CopyButton.tsx
new file mode 100644
index 00000000000000..c81aa6ed442892
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/mdx-components/CopyButton.tsx
@@ -0,0 +1,16 @@
+import React from 'react';
+
+import { Button, Icon } from '@components';
+import { copyToClipboard } from './utils';
+
+interface Props {
+    text: string;
+}
+
+export const CopyButton = ({ text }: Props) => (
+    <div style={{ display: 'inline-block' }}>
+        <Button variant="text" color="gray" size="sm" onClick={() => copyToClipboard(text)}>
+            <Icon icon="ContentCopy" size="xs" />
+        </Button>
+    </div>
+);
diff --git a/datahub-web-react/src/alchemy-components/.docs/mdx-components/GridList.tsx b/datahub-web-react/src/alchemy-components/.docs/mdx-components/GridList.tsx
new file mode 100644
index 00000000000000..5cb4bd27e521a4
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/mdx-components/GridList.tsx
@@ -0,0 +1,32 @@
+/* 
+ Docs Only Component that helps to display a list of components in a grid layout.
+*/
+
+import React, { ReactNode } from 'react';
+
+const styles = {
+    display: 'flex',
+    alignItems: 'center',
+    justifyContent: 'center',
+    gap: '8px',
+};
+
+interface Props {
+    isVertical?: boolean;
+    width?: number | string;
+    children: ReactNode;
+}
+
+export const GridList = ({ isVertical = false, width = '100%', children }: Props) => {
+    return (
+        <div
+            style={{
+                ...styles,
+                width,
+                flexDirection: isVertical ? 'column' : 'row',
+            }}
+        >
+            {children}
+        </div>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/.docs/mdx-components/IconGalleryWithSearch.tsx b/datahub-web-react/src/alchemy-components/.docs/mdx-components/IconGalleryWithSearch.tsx
new file mode 100644
index 00000000000000..d8751509bd6a72
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/mdx-components/IconGalleryWithSearch.tsx
@@ -0,0 +1,291 @@
+import React, { useState } from 'react';
+
+import { Icon, Button, ButtonProps } from '@components';
+import { IconGrid, IconGridItem, IconDisplayBlock } from './components';
+
+interface Props {
+    icons: string[];
+}
+
+export const IconGalleryWithSearch = ({ icons }: Props) => {
+    const [iconSet, setIconSet] = useState(icons);
+    const [search, setSearch] = useState('');
+    const [variant, setVariant] = useState('outline');
+
+    const filteredIcons = iconSet.filter((icon) => icon.toLowerCase().includes(search.toLowerCase()));
+
+    const arrows = [
+        'ArrowBack',
+        'ArrowCircleDown',
+        'ArrowCircleLeft',
+        'ArrowCircleRight',
+        'ArrowCircleUp',
+        'ArrowDownward',
+        'ArrowForward',
+        'ArrowOutward',
+        'ArrowUpward',
+        'CloseFullscreen',
+        'Cached',
+        'Code',
+        'CodeOff',
+        'CompareArrows',
+        'Compress',
+        'ChevronLeft',
+        'ChevronRight',
+        'DoubleArrow',
+        'FastForward',
+        'FastRewind',
+        'FileDownload',
+        'FileUpload',
+        'ForkLeft',
+        'ForkRight',
+        'GetApp',
+        'LastPage',
+        'Launch',
+        'Login',
+        'Logout',
+        'LowPriority',
+        'ManageHistory',
+        'Merge',
+        'MergeType',
+        'MoveUp',
+        'MultipleStop',
+        'OpenInFull',
+        'Outbound',
+        'Outbox',
+        'Output',
+        'PlayArrow',
+        'PlayCircle',
+        'Publish',
+        'ReadMore',
+        'ExitToApp',
+        'Redo',
+        'Refresh',
+        'Replay',
+        'ReplyAll',
+        'Reply',
+        'Restore',
+        'SaveAlt',
+        'Shortcut',
+        'SkipNext',
+        'SkipPrevious',
+        'Start',
+        'Straight',
+        'SubdirectoryArrowLeft',
+        'SubdirectoryArrowRight',
+        'SwapHoriz',
+        'SwapVert',
+        'SwitchLeft',
+        'SwitchRight',
+        'SyncAlt',
+        'SyncDisabled',
+        'SyncLock',
+        'Sync',
+        'Shuffle',
+        'SyncProblem',
+        'TrendingDown',
+        'TrendingFlat',
+        'TrendingUp',
+        'TurnLeft',
+        'TurnRight',
+        'TurnSlightLeft',
+        'TurnSlightRight',
+        'Undo',
+        'UnfoldLessDouble',
+        'UnfoldLess',
+        'UnfoldMoreDouble',
+        'UnfoldMore',
+        'UpdateDisabled',
+        'Update',
+        'Upgrade',
+        'Upload',
+        'ZoomInMap',
+        'ZoomOutMap',
+    ];
+
+    const dataViz = [
+        'AccountTree',
+        'Analytics',
+        'ArtTrack',
+        'Article',
+        'BackupTable',
+        'BarChart',
+        'BubbleChart',
+        'Calculate',
+        'Equalizer',
+        'List',
+        'FormatListBulleted',
+        'FormatListNumbered',
+        'Grading',
+        'InsertChart',
+        'Hub',
+        'Insights',
+        'Lan',
+        'Leaderboard',
+        'LegendToggle',
+        'Map',
+        'MultilineChart',
+        'Nat',
+        'PivotTableChart',
+        'Poll',
+        'Polyline',
+        'QueryStats',
+        'Radar',
+        'Route',
+        'Rule',
+        'Schema',
+        'Sort',
+        'SortByAlpha',
+        'ShowChart',
+        'Source',
+        'SsidChart',
+        'StackedBarChart',
+        'StackedLineChart',
+        'Storage',
+        'TableChart',
+        'TableRows',
+        'TableView',
+        'Timeline',
+        'ViewAgenda',
+        'ViewArray',
+        'ViewCarousel',
+        'ViewColumn',
+        'ViewComfy',
+        'ViewCompact',
+        'ViewCozy',
+        'ViewDay',
+        'ViewHeadline',
+        'ViewKanban',
+        'ViewList',
+        'ViewModule',
+        'ViewQuilt',
+        'ViewSidebar',
+        'ViewStream',
+        'ViewTimeline',
+        'ViewWeek',
+        'Visibility',
+        'VisibilityOff',
+        'Webhook',
+        'Window',
+    ];
+
+    const social = [
+        'AccountCircle',
+        'Badge',
+        'Campaign',
+        'Celebration',
+        'Chat',
+        'ChatBubble',
+        'CommentBank',
+        'Comment',
+        'CommentsDisabled',
+        'Message',
+        'ContactPage',
+        'Contacts',
+        'GroupAdd',
+        'Group',
+        'GroupRemove',
+        'Groups',
+        'Handshake',
+        'ManageAccounts',
+        'MoodBad',
+        'SentimentDissatisfied',
+        'SentimentNeutral',
+        'SentimentSatisfied',
+        'Mood',
+        'NoAccounts',
+        'People',
+        'PersonAddAlt1',
+        'PersonOff',
+        'Person',
+        'PersonRemoveAlt1',
+        'PersonSearch',
+        'SwitchAccount',
+        'StarBorder',
+        'StarHalf',
+        'Star',
+        'ThumbDown',
+        'ThumbUp',
+        'ThumbsUpDown',
+        'Verified',
+        'VerifiedUser',
+    ];
+
+    const notifs = [
+        'Mail',
+        'Drafts',
+        'MarkAsUnread',
+        'Inbox',
+        'Outbox',
+        'MoveToInbox',
+        'Unsubscribe',
+        'Upcoming',
+        'NotificationAdd',
+        'NotificationImportant',
+        'NotificationsActive',
+        'NotificationsOff',
+        'Notifications',
+        'NotificationsPaused',
+    ];
+
+    const handleChangeSet = (set) => {
+        setIconSet(set);
+        setSearch('');
+    };
+
+    const handleResetSet = () => {
+        setIconSet(icons);
+        setSearch('');
+    };
+
+    const smButtonProps: ButtonProps = {
+        size: 'sm',
+        color: 'gray',
+    };
+
+    return (
+        <>
+            <input
+                type="search"
+                value={search}
+                onChange={(e) => setSearch(e.target.value)}
+                placeholder="Search for an icon…"
+                style={{ width: '100%', padding: '0.5rem', marginBottom: '0.5rem' }}
+            />
+            <div style={{ display: 'flex', justifyContent: 'space-between', gap: '8px' }}>
+                <div style={{ display: 'flex', gap: '8px' }}>
+                    <Button onClick={handleResetSet} {...smButtonProps}>
+                        All
+                    </Button>
+                    <Button onClick={() => handleChangeSet(arrows)} {...smButtonProps}>
+                        Arrows
+                    </Button>
+                    <Button onClick={() => handleChangeSet(dataViz)} {...smButtonProps}>
+                        Data Viz
+                    </Button>
+                    <Button onClick={() => handleChangeSet(social)} {...smButtonProps}>
+                        Social
+                    </Button>
+                    <Button onClick={() => handleChangeSet(notifs)} {...smButtonProps}>
+                        Notifications
+                    </Button>
+                </div>
+                <div style={{ display: 'flex', gap: '8px' }}>
+                    <Button onClick={() => setVariant(variant === 'outline' ? 'filled' : 'outline')} {...smButtonProps}>
+                        Variant: {variant === 'filled' ? 'Filled' : 'Outline'}
+                    </Button>
+                </div>
+            </div>
+            <IconGrid>
+                {filteredIcons.map((icon) => (
+                    <IconGridItem>
+                        <IconDisplayBlock key={icon} title={icon}>
+                            <Icon icon={icon} variant={variant as any} size="2xl" />
+                        </IconDisplayBlock>
+                        <span>{icon}</span>
+                    </IconGridItem>
+                ))}
+            </IconGrid>
+        </>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/.docs/mdx-components/components.ts b/datahub-web-react/src/alchemy-components/.docs/mdx-components/components.ts
new file mode 100644
index 00000000000000..28d428493b17b2
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/mdx-components/components.ts
@@ -0,0 +1,110 @@
+/* 
+	Docs Only Components that helps to display information in info guides.
+*/
+
+import styled from 'styled-components';
+
+import theme from '@components/theme';
+
+export const Grid = styled.div`
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
+    gap: 16px;
+`;
+
+export const FlexGrid = styled.div`
+    display: flex;
+    gap: 16px;
+`;
+
+export const VerticalFlexGrid = styled.div`
+    display: flex;
+    flex-direction: column;
+    gap: 16px;
+`;
+
+export const Seperator = styled.div`
+    height: 16px;
+`;
+
+export const ColorCard = styled.div<{ color: string; size?: string }>`
+    display: flex;
+    gap: 16px;
+    align-items: center;
+
+    ${({ size }) =>
+        size === 'sm' &&
+        `
+		gap: 8px;
+	`}
+
+    & span {
+        display: block;
+        line-height: 1.3;
+    }
+
+    & .colorChip {
+        background: ${({ color }) => color};
+        width: 3rem;
+        height: 3rem;
+
+        ${({ size }) =>
+            size === 'sm' &&
+            `
+			width: 2rem;
+			height: 2rem;
+			border-radius: 4px;
+		`}
+
+        border-radius: 8px;
+        box-shadow: rgba(0, 0, 0, 0.06) 0px 2px 4px 0px inset;
+    }
+
+    & .colorValue {
+        display: flex;
+        align-items: center;
+        gap: 0;
+        font-weight: bold;
+        font-size: 14px;
+    }
+
+    & .hex {
+        font-size: 11px;
+        opacity: 0.5;
+        text-transform: uppercase;
+    }
+`;
+
+export const IconGrid = styled.div`
+    display: grid;
+    grid-template-columns: repeat(auto-fill, minmax(100px, 1fr));
+    gap: 16px;
+    margin-top: 20px;
+`;
+
+export const IconGridItem = styled.div`
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    justify-content: space-between;
+
+    border: 1px solid ${theme.semanticTokens.colors['border-color']};
+    border-radius: 8px;
+    overflow: hidden;
+
+    & span {
+        width: 100%;
+        border-top: 1px solid ${theme.semanticTokens.colors['border-color']};
+        background-color: ${theme.semanticTokens.colors['subtle-bg']};
+        text-align: center;
+        padding: 4px 8px;
+        font-size: 10px;
+    }
+`;
+
+export const IconDisplayBlock = styled.div`
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    height: 50px;
+`;
diff --git a/datahub-web-react/src/alchemy-components/.docs/mdx-components/index.ts b/datahub-web-react/src/alchemy-components/.docs/mdx-components/index.ts
new file mode 100644
index 00000000000000..d1c1848d1eb378
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/mdx-components/index.ts
@@ -0,0 +1,6 @@
+export * from './CodeBlock';
+export * from './CopyButton';
+export * from './GridList';
+export * from './IconGalleryWithSearch';
+export * from './components';
+export * from './utils';
diff --git a/datahub-web-react/src/alchemy-components/.docs/mdx-components/utils.ts b/datahub-web-react/src/alchemy-components/.docs/mdx-components/utils.ts
new file mode 100644
index 00000000000000..d4fa47dc9e9674
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/.docs/mdx-components/utils.ts
@@ -0,0 +1,15 @@
+/*
+	Docs related utils 
+*/
+
+/**
+ * Copies the given text to the clipboard.
+ * @param {string} text - The text to be copied to the clipboard.
+ * @returns {Promise<void>} A promise that resolves when the text is copied.
+ */
+export const copyToClipboard = (text: string) => {
+    return navigator.clipboard
+        .writeText(text)
+        .then(() => console.log(`${text} copied to clipboard`))
+        .catch();
+};
diff --git a/datahub-web-react/src/alchemy-components/README.mdx b/datahub-web-react/src/alchemy-components/README.mdx
new file mode 100644
index 00000000000000..5373432c0ede03
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/README.mdx
@@ -0,0 +1,73 @@
+# Alchemy Component Library
+
+This is a comprehensive library of accessible and reusable React components that streamlines the development of Acryl's applications and websites. The library offers a diverse range of components that can be easily combined to build complex user interfaces while adhering to accessibility best practices.
+
+### Component Usage
+
+It's easy to use the components availble in the library. Simply import the component and use it anywhere you're rendering React components.
+
+```tsx
+import { Button } from '@components';
+
+function YourComponent() {
+    return <Button>Click me!</Button>;
+}
+```
+
+In addition to the components themselves, you can also import their types:
+
+```tsx
+import type { ButtonProps } from '@components';
+```
+
+### Theme Usage
+
+This component library comes with a complete theme utility that pre-defines all of our styling atoms and makes them accessible at `@components/theme`.
+
+```tsx
+import { colors } from '@components/theme';
+
+function YourComponent() {
+	return (
+		<div style={{ bgColor: colors.green.400 }}>
+			This div has a green background!
+		</div>
+	)
+}
+```
+
+You can access the theme types at `@components/theme/types` and the theme config at `@components/theme/config`.
+
+### Writing Docs
+
+Our docs are generated using [Storybook](https://storybook.js.org/) and deployed to [Cloudfare](https://www.cloudflare.com/).
+
+-   Storybook config is located at `.storybook`
+-   Static doc files are located at `alchemy-components/.docs`
+-   Component stories are located in each component directory: <br/>`alchemy-components/components/Component/Component.stories.tsx`
+
+Storybook serves as our playground for developing components. You can start it locally:
+
+```bash
+yarn storybook
+```
+
+This launches the docs app at `localhost:6006` and enables everything you need to quickly develop and document components.
+
+### Contributing
+
+Building a component library is a collaboriate effort! We're aiming to provide a first-class experience, so here's a list of the standards we'll be looking for:
+
+-   Consitent prop and variant naming conventions: <br />
+    -- `variant` is used to define style types, such as `outline` or `filled`. <br />
+    -- `color` is used to define the components color, such as `violet` or `blue`. <br />
+    -- `size` is used to define the components size, such as `xs` or `4xl`. <br />
+    -- Booleans are prefixed with `is`: `isLoading` or `isDisabled`.
+-   All style props have a correseponding theme type, ie. `FontSizeOptions`.
+-   All components have an export of default props.
+-   Styles are defined using `style objects` instead of `tagged template literals`.
+-   Stories are organized into the correct directory .
+
+### FAQs
+
+-   **How are components being styled?** <br />Our components are built using [Styled Components](https://styled-components.com/) that dynamically generate styles based on variant selection.
diff --git a/datahub-web-react/src/alchemy-components/components/Avatar/Avatar.stories.tsx b/datahub-web-react/src/alchemy-components/components/Avatar/Avatar.stories.tsx
new file mode 100644
index 00000000000000..09d0d37f15421a
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Avatar/Avatar.stories.tsx
@@ -0,0 +1,133 @@
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import { GridList } from '@src/alchemy-components/.docs/mdx-components';
+import { Meta, StoryObj } from '@storybook/react';
+import React from 'react';
+import { Avatar, avatarDefaults } from './Avatar';
+
+const IMAGE_URL =
+    'https://is1-ssl.mzstatic.com/image/thumb/Purple211/v4/78/cb/e1/78cbe16d-28d9-057e-9f73-524c32eb5fe5/AppIcon-0-0-1x_U007emarketing-0-7-0-85-220.png/512x512bb.jpg';
+
+// Auto Docs
+const meta = {
+    title: 'Components / Avatar',
+    component: Avatar,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'This component allows users to render a user pill with picture and name',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        name: {
+            description: 'Name of the user.',
+            table: {
+                defaultValue: { summary: `${avatarDefaults.name}` },
+            },
+            control: 'text',
+        },
+        imageUrl: {
+            description: 'URL of the user image.',
+            control: 'text',
+        },
+        onClick: {
+            description: 'On click function for the Avatar.',
+        },
+        size: {
+            description: 'Size of the Avatar.',
+            table: {
+                defaultValue: { summary: `${avatarDefaults.size}` },
+            },
+            control: 'select',
+        },
+        showInPill: {
+            description: 'Whether Avatar is shown in pill format with name.',
+            table: {
+                defaultValue: { summary: `${avatarDefaults.showInPill}` },
+            },
+            control: 'boolean',
+        },
+
+        isOutlined: {
+            description: 'Whether Avatar is outlined.',
+            table: {
+                defaultValue: { summary: `${avatarDefaults.isOutlined}` },
+            },
+            control: 'boolean',
+        },
+    },
+
+    // Define defaults
+    args: {
+        name: 'John Doe',
+        size: 'default',
+        showInPill: false,
+        isOutlined: false,
+    },
+} satisfies Meta<typeof Avatar>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook & is used as the code sandbox
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Avatar {...props} />,
+};
+
+export const sizes = () => (
+    <GridList>
+        <Avatar name="John Doe" size="lg" />
+        <Avatar name="John Doe" size="md" />
+        <Avatar name="John Doe" size="default" />
+        <Avatar name="John Doe" size="sm" />
+    </GridList>
+);
+
+export const withImage = () => (
+    <GridList>
+        <Avatar name="John Doe" imageUrl={IMAGE_URL} size="lg" />
+        <Avatar name="John Doe" imageUrl={IMAGE_URL} size="md" />
+        <Avatar name="John Doe" imageUrl={IMAGE_URL} size="default" />
+        <Avatar name="John Doe" imageUrl={IMAGE_URL} size="sm" />
+    </GridList>
+);
+
+export const pills = () => (
+    <GridList isVertical>
+        <GridList>
+            <Avatar name="John Doe" size="lg" showInPill />
+            <Avatar name="John Doe" size="md" showInPill />
+            <Avatar name="John Doe" size="default" showInPill />
+            <Avatar name="John Doe" size="sm" showInPill />
+        </GridList>
+        <GridList>
+            <Avatar name="John Doe" size="lg" imageUrl={IMAGE_URL} showInPill />
+            <Avatar name="John Doe" size="md" imageUrl={IMAGE_URL} showInPill />
+            <Avatar name="John Doe" size="default" imageUrl={IMAGE_URL} showInPill />
+            <Avatar name="John Doe" size="sm" imageUrl={IMAGE_URL} showInPill />
+        </GridList>
+    </GridList>
+);
+
+export const outlined = () => (
+    <GridList>
+        <Avatar name="John Doe" size="lg" imageUrl={IMAGE_URL} isOutlined />
+        <Avatar name="John Doe" size="lg" showInPill imageUrl={IMAGE_URL} isOutlined />
+    </GridList>
+);
+
+export const withOnClick = () => (
+    <GridList>
+        <Avatar name="John Doe" onClick={() => window.alert('Avatar clicked')} />
+        <Avatar name="John Doe" onClick={() => window.alert('Avatar clicked')} showInPill />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Avatar/Avatar.tsx b/datahub-web-react/src/alchemy-components/components/Avatar/Avatar.tsx
new file mode 100644
index 00000000000000..9e5ec025e08e3d
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Avatar/Avatar.tsx
@@ -0,0 +1,40 @@
+import React, { useState } from 'react';
+import { AvatarImage, AvatarImageWrapper, AvatarText, Container } from './components';
+import { AvatarProps } from './types';
+import getAvatarColor, { getNameInitials } from './utils';
+
+export const avatarDefaults: AvatarProps = {
+    name: 'User name',
+    size: 'default',
+    showInPill: false,
+    isOutlined: false,
+};
+
+export const Avatar = ({
+    name = avatarDefaults.name,
+    imageUrl,
+    size = avatarDefaults.size,
+    onClick,
+    showInPill = avatarDefaults.showInPill,
+    isOutlined = avatarDefaults.isOutlined,
+}: AvatarProps) => {
+    const [hasError, setHasError] = useState(false);
+
+    return (
+        <Container onClick={onClick} $hasOnClick={!!onClick} $showInPill={showInPill}>
+            <AvatarImageWrapper
+                $color={getAvatarColor(name)}
+                $size={size}
+                $isOutlined={isOutlined}
+                $hasImage={!!imageUrl}
+            >
+                {!hasError && imageUrl ? (
+                    <AvatarImage src={imageUrl} onError={() => setHasError(true)} />
+                ) : (
+                    <>{getNameInitials(name)} </>
+                )}
+            </AvatarImageWrapper>
+            {showInPill && <AvatarText $size={size}>{name}</AvatarText>}
+        </Container>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Avatar/_tests_/getNameInitials.test.ts b/datahub-web-react/src/alchemy-components/components/Avatar/_tests_/getNameInitials.test.ts
new file mode 100644
index 00000000000000..54bb258acb0d81
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Avatar/_tests_/getNameInitials.test.ts
@@ -0,0 +1,34 @@
+import { getNameInitials } from '../utils';
+
+describe('get initials of the name', () => {
+    it('get initials of name with first name and last name', () => {
+        expect(getNameInitials('John Doe ')).toEqual('JD');
+    });
+    it('get initials of name with first name and last name in lower case', () => {
+        expect(getNameInitials('john doe')).toEqual('JD');
+    });
+    it('get initials of name with only first name', () => {
+        expect(getNameInitials('Robert')).toEqual('RO');
+    });
+    it('get initials of name with only first name in lower case', () => {
+        expect(getNameInitials('robert')).toEqual('RO');
+    });
+    it('get initials of name with three names', () => {
+        expect(getNameInitials('James Edward Brown')).toEqual('JB');
+    });
+    it('get initials of name with four names', () => {
+        expect(getNameInitials('Michael James Alexander Scott')).toEqual('MS');
+    });
+    it('get initials of name with a hyphen', () => {
+        expect(getNameInitials('Mary-Jane Watson')).toEqual('MW');
+    });
+    it('get initials of name with an apostrophe', () => {
+        expect(getNameInitials("O'Connor")).toEqual('OC');
+    });
+    it('get initials of name with a single letter', () => {
+        expect(getNameInitials('J')).toEqual('J');
+    });
+    it('get initials of name with an empty string', () => {
+        expect(getNameInitials('')).toEqual('');
+    });
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Avatar/components.ts b/datahub-web-react/src/alchemy-components/components/Avatar/components.ts
new file mode 100644
index 00000000000000..bcd23a8ab086c9
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Avatar/components.ts
@@ -0,0 +1,51 @@
+import { colors } from '@src/alchemy-components/theme';
+import { AvatarSizeOptions } from '@src/alchemy-components/theme/config';
+import styled from 'styled-components';
+import { getAvatarColorStyles, getAvatarNameSizes, getAvatarSizes } from './utils';
+
+export const Container = styled.div<{ $hasOnClick: boolean; $showInPill?: boolean }>`
+    display: inline-flex;
+    align-items: center;
+    gap: 4px;
+    border-radius: 20px;
+    border: ${(props) => props.$showInPill && `1px solid ${colors.gray[100]}`};
+    padding: ${(props) => props.$showInPill && '3px 6px 3px 4px'};
+
+    ${(props) =>
+        props.$hasOnClick &&
+        `
+        :hover {
+        cursor: pointer;
+    }
+        `}
+`;
+
+export const AvatarImageWrapper = styled.div<{
+    $color: string;
+    $size?: AvatarSizeOptions;
+    $isOutlined?: boolean;
+    $hasImage?: boolean;
+}>`
+    ${(props) => getAvatarSizes(props.$size)}
+
+    border-radius: 50%;
+    color: ${(props) => props.$color};
+    border: ${(props) => props.$isOutlined && `1px solid ${colors.gray[1800]}`};
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    ${(props) => !props.$hasImage && getAvatarColorStyles(props.$color)}
+`;
+
+export const AvatarImage = styled.img`
+    width: 100%;
+    height: 100%;
+    object-fit: cover;
+    border-radius: 50%;
+`;
+
+export const AvatarText = styled.span<{ $size?: AvatarSizeOptions }>`
+    color: ${colors.gray[1700]};
+    font-weight: 600;
+    font-size: ${(props) => getAvatarNameSizes(props.$size)};
+`;
diff --git a/datahub-web-react/src/alchemy-components/components/Avatar/index.ts b/datahub-web-react/src/alchemy-components/components/Avatar/index.ts
new file mode 100644
index 00000000000000..d3fb6dfa7c09e1
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Avatar/index.ts
@@ -0,0 +1 @@
+export { Avatar } from './Avatar';
diff --git a/datahub-web-react/src/alchemy-components/components/Avatar/types.ts b/datahub-web-react/src/alchemy-components/components/Avatar/types.ts
new file mode 100644
index 00000000000000..98c554b620dcbd
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Avatar/types.ts
@@ -0,0 +1,10 @@
+import { AvatarSizeOptions } from '@src/alchemy-components/theme/config';
+
+export interface AvatarProps {
+    name: string;
+    imageUrl?: string;
+    onClick?: () => void;
+    size?: AvatarSizeOptions;
+    showInPill?: boolean;
+    isOutlined?: boolean;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Avatar/utils.ts b/datahub-web-react/src/alchemy-components/components/Avatar/utils.ts
new file mode 100644
index 00000000000000..46b2ee25488b89
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Avatar/utils.ts
@@ -0,0 +1,64 @@
+import { colors } from '@src/alchemy-components/theme';
+
+export const getNameInitials = (userName: string) => {
+    if (!userName) return '';
+    const names = userName.trim().split(/[\s']+/); // Split by spaces or apostrophes
+    if (names.length === 1) {
+        const firstName = names[0];
+        return firstName.length > 1 ? firstName[0]?.toUpperCase() + firstName[1]?.toUpperCase() : firstName[0];
+    }
+    return names[0][0]?.toUpperCase() + names[names.length - 1][0]?.toUpperCase() || '';
+};
+
+export function hashString(str: string) {
+    let hash = 0;
+    if (str.length === 0) {
+        return hash;
+    }
+    for (let i = 0; i < str.length; i++) {
+        const char = str.charCodeAt(i);
+        // eslint-disable-next-line
+        hash = (hash << 5) - hash + char;
+        // eslint-disable-next-line
+        hash = hash & hash; // Convert to 32bit integer
+    }
+    return Math.abs(hash);
+}
+
+const colorMap = {
+    [colors.violet[500]]: { backgroundColor: colors.gray[1000], border: `1px solid ${colors.violet[1000]}` },
+    [colors.blue[1000]]: { backgroundColor: colors.gray[1100], border: `1px solid ${colors.blue[200]}` },
+    [colors.gray[600]]: { backgroundColor: colors.gray[1500], border: `1px solid ${colors.gray[100]}` },
+};
+
+const avatarColors = Object.keys(colorMap);
+
+export const getAvatarColorStyles = (color) => {
+    return {
+        ...colorMap[color],
+    };
+};
+
+export default function getAvatarColor(name: string) {
+    return avatarColors[hashString(name) % avatarColors.length];
+}
+
+export const getAvatarSizes = (size) => {
+    const sizeMap = {
+        sm: { width: '18px', height: '18px', fontSize: '8px' },
+        md: { width: '24px', height: '24px', fontSize: '12px' },
+        lg: { width: '28px', height: '28px', fontSize: '14px' },
+        default: { width: '20px', height: '20px', fontSize: '10px' },
+    };
+
+    return {
+        ...sizeMap[size],
+    };
+};
+
+export const getAvatarNameSizes = (size) => {
+    if (size === 'lg') return '16px';
+    if (size === 'sm') return '10px';
+    if (size === 'md') return '14px';
+    return '12px';
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Badge/Badge.stories.tsx b/datahub-web-react/src/alchemy-components/components/Badge/Badge.stories.tsx
new file mode 100644
index 00000000000000..88d499226feafd
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Badge/Badge.stories.tsx
@@ -0,0 +1,102 @@
+import React from 'react';
+
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import type { Meta, StoryObj } from '@storybook/react';
+
+import { GridList } from '@components/.docs/mdx-components';
+import { Badge, badgeDefault } from './Badge';
+import pillMeta from '../Pills/Pill.stories';
+import { omitKeys } from './utils';
+
+const pillMetaArgTypes = omitKeys(pillMeta.argTypes, ['label']);
+const pillMetaArgs = omitKeys(pillMeta.args, ['label']);
+
+const meta = {
+    title: 'Components / Badge',
+    component: Badge,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.EXPERIMENTAL],
+        docs: {
+            subtitle: 'A component that is used to get badge',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        count: {
+            description: 'Count to show.',
+            table: {
+                defaultValue: { summary: `${badgeDefault.count}` },
+            },
+            control: {
+                type: 'number',
+            },
+        },
+        overflowCount: {
+            description: 'Max count to show.',
+            table: {
+                defaultValue: { summary: `${badgeDefault.overflowCount}` },
+            },
+            control: {
+                type: 'number',
+            },
+        },
+        showZero: {
+            description: 'Whether to show badge when `count` is zero.',
+            table: {
+                defaultValue: { summary: `${badgeDefault.showZero}` },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        ...pillMetaArgTypes,
+    },
+
+    // Define defaults
+    args: {
+        count: 100,
+        overflowCount: badgeDefault.overflowCount,
+        showZero: badgeDefault.showZero,
+        ...pillMetaArgs,
+    },
+} satisfies Meta<typeof Badge>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Badge {...props} />,
+};
+
+export const sizes = () => (
+    <GridList>
+        <Badge count={100} />
+        <Badge count={100} size="sm" />
+        <Badge count={100} size="lg" />
+    </GridList>
+);
+
+export const colors = () => (
+    <GridList>
+        <Badge count={100} />
+        <Badge count={100} colorScheme="violet" />
+        <Badge count={100} colorScheme="green" />
+        <Badge count={100} colorScheme="red" />
+        <Badge count={100} colorScheme="blue" />
+        <Badge count={100} colorScheme="gray" />
+    </GridList>
+);
+
+export const withIcon = () => (
+    <GridList>
+        <Badge count={100} leftIcon="AutoMode" />
+        <Badge count={100} rightIcon="Close" />
+        <Badge count={100} leftIcon="AutoMode" rightIcon="Close" />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Badge/Badge.tsx b/datahub-web-react/src/alchemy-components/components/Badge/Badge.tsx
new file mode 100644
index 00000000000000..1c934ef120eee8
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Badge/Badge.tsx
@@ -0,0 +1,29 @@
+import { Pill } from '@components';
+import React, { useMemo } from 'react';
+
+import { BadgeProps } from './types';
+import { formatBadgeValue } from './utils';
+import { BadgeContainer } from './components';
+
+export const badgeDefault: BadgeProps = {
+    count: 0,
+    overflowCount: 99,
+    showZero: false,
+};
+
+export function Badge({
+    count = badgeDefault.count,
+    overflowCount = badgeDefault.overflowCount,
+    showZero = badgeDefault.showZero,
+    ...props
+}: BadgeProps) {
+    const label = useMemo(() => formatBadgeValue(count, overflowCount), [count, overflowCount]);
+
+    if (!showZero && count === 0) return null;
+
+    return (
+        <BadgeContainer title={`${count}`}>
+            <Pill label={label} {...props} />
+        </BadgeContainer>
+    );
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Badge/components.ts b/datahub-web-react/src/alchemy-components/components/Badge/components.ts
new file mode 100644
index 00000000000000..a7791cd4f5ff88
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Badge/components.ts
@@ -0,0 +1,6 @@
+import styled from 'styled-components';
+
+export const BadgeContainer = styled.div({
+    // Base root styles
+    display: 'inline-flex',
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Badge/index.ts b/datahub-web-react/src/alchemy-components/components/Badge/index.ts
new file mode 100644
index 00000000000000..26a9e305c7ffd5
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Badge/index.ts
@@ -0,0 +1 @@
+export { Badge } from './Badge';
diff --git a/datahub-web-react/src/alchemy-components/components/Badge/types.ts b/datahub-web-react/src/alchemy-components/components/Badge/types.ts
new file mode 100644
index 00000000000000..21348f2a083419
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Badge/types.ts
@@ -0,0 +1,8 @@
+import { HTMLAttributes } from 'react';
+import { PillProps } from '../Pills/types';
+
+export interface BadgeProps extends HTMLAttributes<HTMLElement>, Omit<PillProps, 'label'> {
+    count: number;
+    overflowCount?: number;
+    showZero?: boolean;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Badge/utils.ts b/datahub-web-react/src/alchemy-components/components/Badge/utils.ts
new file mode 100644
index 00000000000000..e59ec2af998e74
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Badge/utils.ts
@@ -0,0 +1,15 @@
+export const formatBadgeValue = (value: number, overflowCount?: number): string => {
+    if (overflowCount === undefined || value < overflowCount) return String(value);
+
+    return `${overflowCount}+`;
+};
+
+export function omitKeys<T extends object, K extends keyof T>(obj: T, keys: K[]): Omit<T, K> {
+    const { ...rest } = obj;
+
+    keys.forEach((key) => {
+        delete rest[key];
+    });
+
+    return rest;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/BarChart/BarChart.stories.tsx b/datahub-web-react/src/alchemy-components/components/BarChart/BarChart.stories.tsx
new file mode 100644
index 00000000000000..1258ff398c0a7e
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/BarChart/BarChart.stories.tsx
@@ -0,0 +1,90 @@
+import React from 'react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import type { Meta, StoryObj } from '@storybook/react';
+import { BarChart } from './BarChart';
+import { getMockedProps } from './utils';
+
+const meta = {
+    title: 'Charts / BarChart',
+    component: BarChart,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.EXPERIMENTAL],
+        docs: {
+            subtitle: 'A component that is used to show BarChart',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        data: {
+            description: 'Array of datum to show',
+        },
+        xAccessor: {
+            description: 'A function to convert datum to value of X',
+        },
+        yAccessor: {
+            description: 'A function to convert datum to value of Y',
+        },
+        renderTooltipContent: {
+            description: 'A function to replace default rendering of toolbar',
+        },
+        margin: {
+            description: 'Add margins to chart',
+        },
+        leftAxisTickFormat: {
+            description: 'A function to format labels of left axis',
+        },
+        leftAxisTickLabelProps: {
+            description: 'Props for label of left axis',
+        },
+        bottomAxisTickFormat: {
+            description: 'A function to format labels of bottom axis',
+        },
+        bottomAxisTickLabelProps: {
+            description: 'Props for label of bottom axis',
+        },
+        barColor: {
+            description: 'Color of bar',
+            control: {
+                type: 'color',
+            },
+        },
+        barSelectedColor: {
+            description: 'Color of selected bar',
+            control: {
+                type: 'color',
+            },
+        },
+        gridColor: {
+            description: "Color of grid's lines",
+            control: {
+                type: 'color',
+            },
+        },
+        renderGradients: {
+            description: 'A function to render different gradients that can be used as colors',
+        },
+    },
+
+    // Define defaults
+    args: {
+        ...getMockedProps(),
+        renderTooltipContent: (datum) => <>DATUM: {JSON.stringify(datum)}</>,
+    },
+} satisfies Meta<typeof BarChart>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => (
+        <div style={{ width: '900px', height: '350px' }}>
+            <BarChart {...props} />
+        </div>
+    ),
+};
diff --git a/datahub-web-react/src/alchemy-components/components/BarChart/BarChart.tsx b/datahub-web-react/src/alchemy-components/components/BarChart/BarChart.tsx
new file mode 100644
index 00000000000000..eb5465a1d1217b
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/BarChart/BarChart.tsx
@@ -0,0 +1,152 @@
+import React, { useState } from 'react';
+import { colors } from '@src/alchemy-components/theme';
+import { TickLabelProps } from '@visx/axis';
+import { LinearGradient } from '@visx/gradient';
+import { ParentSize } from '@visx/responsive';
+import { Axis, AxisScale, BarSeries, Grid, Tooltip, XYChart } from '@visx/xychart';
+import dayjs from 'dayjs';
+import { Popover } from '../Popover';
+import { ChartWrapper, StyledBarSeries } from './components';
+import { BarChartProps } from './types';
+import { abbreviateNumber } from '../dataviz/utils';
+
+const commonTickLabelProps: TickLabelProps<any> = {
+    fontSize: 10,
+    fontFamily: 'Mulish',
+    fill: colors.gray[1700],
+};
+
+export const barChartDefault: BarChartProps<any> = {
+    data: [],
+    xAccessor: (datum) => datum?.x,
+    yAccessor: (datum) => datum?.y,
+    leftAxisTickFormat: abbreviateNumber,
+    leftAxisTickLabelProps: {
+        ...commonTickLabelProps,
+        textAnchor: 'end',
+    },
+    bottomAxisTickFormat: (value) => dayjs(value).format('DD MMM'),
+    bottomAxisTickLabelProps: {
+        ...commonTickLabelProps,
+        textAnchor: 'middle',
+        verticalAnchor: 'start',
+        width: 20,
+    },
+    barColor: 'url(#bar-gradient)',
+    barSelectedColor: colors.violet[500],
+    gridColor: '#e0e0e0',
+    renderGradients: () => <LinearGradient id="bar-gradient" from={colors.violet[500]} to="#917FFF" toOpacity={0.6} />,
+};
+
+export function BarChart<DatumType extends object = any>({
+    data,
+    xAccessor = barChartDefault.xAccessor,
+    yAccessor = barChartDefault.yAccessor,
+    renderTooltipContent,
+    margin,
+    leftAxisTickFormat = barChartDefault.leftAxisTickFormat,
+    leftAxisTickLabelProps = barChartDefault.leftAxisTickLabelProps,
+    bottomAxisTickFormat = barChartDefault.bottomAxisTickFormat,
+    bottomAxisTickLabelProps = barChartDefault.bottomAxisTickLabelProps,
+    barColor = barChartDefault.barColor,
+    barSelectedColor = barChartDefault.barSelectedColor,
+    gridColor = barChartDefault.gridColor,
+    renderGradients = barChartDefault.renderGradients,
+}: BarChartProps<DatumType>) {
+    const [hasSelectedBar, setHasSelectedBar] = useState<boolean>(false);
+
+    // FYI: additional margins to show left and bottom axises
+    const internalMargin = {
+        top: (margin?.top ?? 0) + 30,
+        right: margin?.right ?? 0,
+        bottom: (margin?.bottom ?? 0) + 35,
+        left: (margin?.left ?? 0) + 40,
+    };
+
+    const accessors = { xAccessor, yAccessor };
+
+    return (
+        <ChartWrapper>
+            <ParentSize>
+                {({ width, height }) => {
+                    return (
+                        <XYChart
+                            width={width}
+                            height={height}
+                            xScale={{ type: 'band', paddingInner: 0.4, paddingOuter: 0.1 }}
+                            yScale={{ type: 'linear', nice: true, round: true }}
+                            margin={internalMargin}
+                            captureEvents={false}
+                        >
+                            {renderGradients?.()}
+
+                            <Axis
+                                orientation="left"
+                                hideAxisLine
+                                hideTicks
+                                tickFormat={leftAxisTickFormat}
+                                tickLabelProps={leftAxisTickLabelProps}
+                            />
+
+                            <Axis
+                                orientation="bottom"
+                                numTicks={data.length}
+                                tickFormat={bottomAxisTickFormat}
+                                tickLabelProps={bottomAxisTickLabelProps}
+                                hideAxisLine
+                                hideTicks
+                            />
+
+                            <line
+                                x1={internalMargin.left}
+                                x2={internalMargin.left}
+                                y1={0}
+                                y2={height - internalMargin.bottom}
+                                stroke={gridColor}
+                            />
+
+                            <Grid rows columns={false} stroke={gridColor} strokeWidth={1} lineStyle={{}} />
+
+                            <StyledBarSeries
+                                as={BarSeries<AxisScale, AxisScale, DatumType>}
+                                $hasSelectedItem={hasSelectedBar}
+                                $color={barColor}
+                                $selectedColor={barSelectedColor}
+                                dataKey="bar-seria-0"
+                                data={data}
+                                radius={4}
+                                radiusTop
+                                onBlur={() => setHasSelectedBar(false)}
+                                onFocus={() => setHasSelectedBar(true)}
+                                // Internally the library doesn't emmit these events if handlers are empty
+                                // They are requred to show/hide/move tooltip
+                                onPointerMove={() => null}
+                                onPointerUp={() => null}
+                                onPointerOut={() => null}
+                                {...accessors}
+                            />
+
+                            <Tooltip<DatumType>
+                                snapTooltipToDatumX
+                                snapTooltipToDatumY
+                                unstyled
+                                applyPositionStyle
+                                renderTooltip={({ tooltipData }) => {
+                                    return (
+                                        tooltipData?.nearestDatum && (
+                                            <Popover
+                                                open
+                                                placement="topLeft"
+                                                content={renderTooltipContent?.(tooltipData.nearestDatum.datum)}
+                                            />
+                                        )
+                                    );
+                                }}
+                            />
+                        </XYChart>
+                    );
+                }}
+            </ParentSize>
+        </ChartWrapper>
+    );
+}
diff --git a/datahub-web-react/src/alchemy-components/components/BarChart/components.tsx b/datahub-web-react/src/alchemy-components/components/BarChart/components.tsx
new file mode 100644
index 00000000000000..aa8f1320ef21dd
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/BarChart/components.tsx
@@ -0,0 +1,34 @@
+import { colors } from '@src/alchemy-components/theme';
+import { BarSeries } from '@visx/xychart';
+import styled from 'styled-components';
+
+export const ChartWrapper = styled.div`
+    width: 100%;
+    height: 100%;
+    position: relative;
+`;
+
+export const StyledBarSeries = styled(BarSeries)<{
+    $hasSelectedItem?: boolean;
+    $color?: string;
+    $selectedColor?: string;
+}>`
+    & {
+        cursor: pointer;
+
+        fill: ${(props) => (props.$hasSelectedItem ? props.$selectedColor : props.$color) || colors.violet[500]};
+        ${(props) => props.$hasSelectedItem && 'opacity: 0.3;'}
+
+        :hover {
+            fill: ${(props) => props.$selectedColor || colors.violet[500]};
+            filter: drop-shadow(0px -2px 5px rgba(33, 23, 95, 0.3));
+            opacity: 1;
+        }
+
+        :focus {
+            fill: ${(props) => props.$selectedColor || colors.violet[500]};
+            outline: none;
+            opacity: 1;
+        }
+    }
+`;
diff --git a/datahub-web-react/src/alchemy-components/components/BarChart/index.ts b/datahub-web-react/src/alchemy-components/components/BarChart/index.ts
new file mode 100644
index 00000000000000..fdfc3f3ab44a89
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/BarChart/index.ts
@@ -0,0 +1 @@
+export { BarChart } from './BarChart';
diff --git a/datahub-web-react/src/alchemy-components/components/BarChart/types.ts b/datahub-web-react/src/alchemy-components/components/BarChart/types.ts
new file mode 100644
index 00000000000000..5fd7e2e63e2411
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/BarChart/types.ts
@@ -0,0 +1,18 @@
+import { TickFormatter, TickLabelProps } from '@visx/axis';
+import { Margin } from '@visx/xychart';
+
+export type BarChartProps<DatumType extends object> = {
+    data: DatumType[];
+    xAccessor: (datum: DatumType) => string | number;
+    yAccessor: (datum: DatumType) => number;
+    renderTooltipContent?: (datum: DatumType) => React.ReactNode;
+    margin?: Margin;
+    leftAxisTickFormat?: TickFormatter<DatumType>;
+    leftAxisTickLabelProps?: TickLabelProps<DatumType>;
+    bottomAxisTickFormat?: TickFormatter<DatumType>;
+    bottomAxisTickLabelProps?: TickLabelProps<DatumType>;
+    barColor?: string;
+    barSelectedColor?: string;
+    gridColor?: string;
+    renderGradients?: () => React.ReactNode;
+};
diff --git a/datahub-web-react/src/alchemy-components/components/BarChart/utils.ts b/datahub-web-react/src/alchemy-components/components/BarChart/utils.ts
new file mode 100644
index 00000000000000..0b592da7f59b08
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/BarChart/utils.ts
@@ -0,0 +1,26 @@
+import dayjs from 'dayjs';
+
+export function generateMockData(length = 30, maxValue = 50_000, minValue = 0) {
+    return Array(length)
+        .fill(0)
+        .map((_, index) => {
+            const date = dayjs()
+                .startOf('day')
+                .add(index - length, 'days')
+                .toDate();
+            const value = Math.max(Math.random() * maxValue, minValue);
+
+            return {
+                x: date,
+                y: value,
+            };
+        });
+}
+
+export function getMockedProps() {
+    return {
+        data: generateMockData(),
+        xAccessor: (datum) => datum.x,
+        yAccessor: (datum) => Math.max(datum.y, 1000),
+    };
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Button/Button.stories.tsx b/datahub-web-react/src/alchemy-components/components/Button/Button.stories.tsx
new file mode 100644
index 00000000000000..e2d7c2852da519
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Button/Button.stories.tsx
@@ -0,0 +1,203 @@
+import React from 'react';
+
+import type { Meta, StoryObj } from '@storybook/react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+
+import { GridList } from '@components/.docs/mdx-components';
+import { AVAILABLE_ICONS } from '@components';
+
+import { Button, buttonDefaults } from '.';
+
+// Auto Docs
+const meta = {
+    title: 'Forms / Button',
+    component: Button,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle:
+                'Buttons are used to trigger an action or event, such as submitting a form, opening a dialog, canceling an action, or performing a delete operation.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        children: {
+            description: 'The content of the Button.',
+            control: {
+                type: 'text',
+            },
+        },
+        variant: {
+            description: 'The variant of the Button.',
+            options: ['filled', 'outline', 'text'],
+            table: {
+                defaultValue: { summary: buttonDefaults.variant },
+            },
+            control: {
+                type: 'radio',
+            },
+        },
+        color: {
+            description: 'The color of the Button.',
+            options: ['violet', 'green', 'red', 'blue', 'gray'],
+            table: {
+                defaultValue: { summary: buttonDefaults.color },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        size: {
+            description: 'The size of the Button.',
+            options: ['sm', 'md', 'lg', 'xl'],
+            table: {
+                defaultValue: { summary: buttonDefaults.size },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        icon: {
+            description: 'The icon to display in the Button.',
+            type: 'string',
+            options: AVAILABLE_ICONS,
+            table: {
+                defaultValue: { summary: 'undefined' },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        iconPosition: {
+            description: 'The position of the icon in the Button.',
+            options: ['left', 'right'],
+            table: {
+                defaultValue: { summary: buttonDefaults.iconPosition },
+            },
+            control: {
+                type: 'radio',
+            },
+        },
+        isCircle: {
+            description:
+                'Whether the Button should be a circle. If this is selected, the Button will ignore children content, so add an Icon to the Button.',
+            table: {
+                defaultValue: { summary: buttonDefaults?.isCircle?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isLoading: {
+            description: 'Whether the Button is in a loading state.',
+            table: {
+                defaultValue: { summary: buttonDefaults?.isLoading?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isDisabled: {
+            description: 'Whether the Button is disabled.',
+            table: {
+                defaultValue: { summary: buttonDefaults?.isDisabled?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isActive: {
+            description: 'Whether the Button is active.',
+            table: {
+                defaultValue: { summary: buttonDefaults?.isActive?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        onClick: {
+            description: 'Function to call when the button is clicked',
+            table: {
+                defaultValue: { summary: 'undefined' },
+            },
+            action: 'clicked',
+        },
+    },
+
+    // Define defaults
+    args: {
+        children: 'Button Content',
+        variant: buttonDefaults.variant,
+        color: buttonDefaults.color,
+        size: buttonDefaults.size,
+        icon: undefined,
+        iconPosition: buttonDefaults.iconPosition,
+        isCircle: buttonDefaults.isCircle,
+        isLoading: buttonDefaults.isLoading,
+        isDisabled: buttonDefaults.isDisabled,
+        isActive: buttonDefaults.isActive,
+        onClick: () => console.log('Button clicked'),
+    },
+} satisfies Meta<typeof Button>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook & is used as the code sandbox
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Button {...props}>Button</Button>,
+};
+
+export const states = () => (
+    <GridList>
+        <Button>Default</Button>
+        <Button isLoading>Loading State</Button>
+        <Button isActive>Active/Focus State</Button>
+        <Button isDisabled>Disabled State</Button>
+    </GridList>
+);
+
+export const colors = () => (
+    <GridList>
+        <Button>Violet Button</Button>
+        <Button color="green">Green Button</Button>
+        <Button color="red">Red Button</Button>
+        <Button color="blue">Blue Button</Button>
+        <Button color="gray">Gray Button</Button>
+    </GridList>
+);
+
+export const sizes = () => (
+    <GridList>
+        <Button size="sm">Small Button</Button>
+        <Button size="md">Regular Button</Button>
+        <Button size="lg">Large Button</Button>
+        <Button size="xl">XLarge Button</Button>
+    </GridList>
+);
+
+export const withIcon = () => (
+    <GridList>
+        <Button icon="Add">Icon Left</Button>
+        <Button icon="Add" iconPosition="right">
+            Icon Right
+        </Button>
+    </GridList>
+);
+
+export const circleShape = () => (
+    <GridList>
+        <Button icon="Add" size="sm" isCircle />
+        <Button icon="Add" isCircle />
+        <Button icon="Add" size="lg" isCircle />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Button/Button.tsx b/datahub-web-react/src/alchemy-components/components/Button/Button.tsx
new file mode 100644
index 00000000000000..a727b0faf97a99
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Button/Button.tsx
@@ -0,0 +1,60 @@
+import React from 'react';
+
+import { LoadingOutlined } from '@ant-design/icons';
+
+import { Icon } from '@components';
+
+import { ButtonBase } from './components';
+import { ButtonProps } from './types';
+
+export const buttonDefaults: ButtonProps = {
+    variant: 'filled',
+    color: 'violet',
+    size: 'md',
+    iconPosition: 'left',
+    isCircle: false,
+    isLoading: false,
+    isDisabled: false,
+    isActive: false,
+};
+
+export const Button = ({
+    variant = buttonDefaults.variant,
+    color = buttonDefaults.color,
+    size = buttonDefaults.size,
+    icon, // default undefined
+    iconPosition = buttonDefaults.iconPosition,
+    isCircle = buttonDefaults.isCircle,
+    isLoading = buttonDefaults.isLoading,
+    isDisabled = buttonDefaults.isDisabled,
+    isActive = buttonDefaults.isActive,
+    children,
+    ...props
+}: ButtonProps) => {
+    const sharedProps = {
+        variant,
+        color,
+        size,
+        isCircle,
+        isLoading,
+        isActive,
+        isDisabled,
+        disabled: isDisabled,
+    };
+
+    if (isLoading) {
+        return (
+            <ButtonBase {...sharedProps} {...props}>
+                <LoadingOutlined rotate={10} /> {!isCircle && children}
+            </ButtonBase>
+        );
+    }
+
+    return (
+        <ButtonBase {...sharedProps} {...props}>
+            {icon && iconPosition === 'left' && <Icon icon={icon} size={size} />}
+            {!isCircle && children}
+            {icon && iconPosition === 'right' && <Icon icon={icon} size={size} />}
+        </ButtonBase>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Button/components.ts b/datahub-web-react/src/alchemy-components/components/Button/components.ts
new file mode 100644
index 00000000000000..49fa9a12ede6e2
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Button/components.ts
@@ -0,0 +1,27 @@
+import styled from 'styled-components';
+
+import { spacing } from '@components/theme';
+import { ButtonProps } from './types';
+import { getButtonStyle } from './utils';
+
+export const ButtonBase = styled.button(
+    // Dynamic styles
+    (props: ButtonProps) => ({ ...getButtonStyle(props as ButtonProps) }),
+    {
+        // Base root styles
+        display: 'flex',
+        alignItems: 'center',
+        gap: spacing.xsm,
+        cursor: 'pointer',
+        transition: `all 0.15s ease`,
+
+        // For transitions between focus/active and hover states
+        outlineColor: 'transparent',
+        outlineStyle: 'solid',
+
+        // Base Disabled styles
+        '&:disabled': {
+            cursor: 'not-allowed',
+        },
+    },
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Button/index.ts b/datahub-web-react/src/alchemy-components/components/Button/index.ts
new file mode 100644
index 00000000000000..745d8377f9fbb4
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Button/index.ts
@@ -0,0 +1,2 @@
+export { Button, buttonDefaults } from './Button';
+export type { ButtonProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Button/types.ts b/datahub-web-react/src/alchemy-components/components/Button/types.ts
new file mode 100644
index 00000000000000..f510ff4c6c13c5
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Button/types.ts
@@ -0,0 +1,16 @@
+import { ButtonHTMLAttributes } from 'react';
+
+import type { IconNames } from '@components';
+import type { SizeOptions, ColorOptions } from '@components/theme/config';
+
+export interface ButtonProps extends ButtonHTMLAttributes<HTMLButtonElement> {
+    variant?: 'filled' | 'outline' | 'text';
+    color?: ColorOptions;
+    size?: SizeOptions;
+    icon?: IconNames;
+    iconPosition?: 'left' | 'right';
+    isCircle?: boolean;
+    isLoading?: boolean;
+    isDisabled?: boolean;
+    isActive?: boolean;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Button/utils.ts b/datahub-web-react/src/alchemy-components/components/Button/utils.ts
new file mode 100644
index 00000000000000..c08f4f067304d1
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Button/utils.ts
@@ -0,0 +1,238 @@
+/*
+ * Button Style Utilities
+ */
+
+import { typography, colors, shadows, radius, spacing } from '@components/theme';
+import { getColor, getFontSize } from '@components/theme/utils';
+import { ButtonProps } from './types';
+
+// Utility function to get color styles for button - does not generate CSS
+const getButtonColorStyles = (variant, color) => {
+    const color500 = getColor(color, 500); // value of 500 shade
+    const isViolet = color === 'violet';
+
+    const base = {
+        // Backgrounds
+        bgColor: color500,
+        hoverBgColor: getColor(color, 600),
+        activeBgColor: getColor(color, 700),
+        disabledBgColor: getColor('gray', 100),
+
+        // Borders
+        borderColor: color500,
+        activeBorderColor: getColor(color, 300),
+        disabledBorderColor: getColor('gray', 200),
+
+        // Text
+        textColor: colors.white,
+        disabledTextColor: getColor('gray', 300),
+    };
+
+    // Specific color override for white
+    if (color === 'white') {
+        base.textColor = colors.black;
+        base.disabledTextColor = getColor('gray', 500);
+    }
+
+    // Specific color override for gray
+    if (color === 'gray') {
+        base.textColor = getColor('gray', 500);
+        base.bgColor = getColor('gray', 100);
+        base.borderColor = getColor('gray', 100);
+
+        base.hoverBgColor = getColor('gray', 100);
+        base.activeBgColor = getColor('gray', 200);
+    }
+
+    // Override styles for outline variant
+    if (variant === 'outline') {
+        return {
+            ...base,
+            bgColor: colors.transparent,
+            borderColor: color500,
+            textColor: color500,
+
+            hoverBgColor: isViolet ? getColor(color, 100) : getColor(color, 100),
+            activeBgColor: isViolet ? getColor(color, 100) : getColor(color, 200),
+
+            disabledBgColor: 'transparent',
+        };
+    }
+
+    // Override styles for text variant
+    if (variant === 'text') {
+        return {
+            ...base,
+            textColor: color500,
+
+            bgColor: colors.transparent,
+            borderColor: colors.transparent,
+            hoverBgColor: colors.transparent,
+            activeBgColor: colors.transparent,
+            disabledBgColor: colors.transparent,
+            disabledBorderColor: colors.transparent,
+        };
+    }
+
+    // Filled variable is the base style
+    return base;
+};
+
+// Generate color styles for button
+const getButtonVariantStyles = (variant, color) => {
+    const variantStyles = {
+        filled: {
+            backgroundColor: color.bgColor,
+            border: `1px solid ${color.borderColor}`,
+            color: color.textColor,
+            '&:hover': {
+                backgroundColor: color.hoverBgColor,
+                border: `1px solid ${color.hoverBgColor}`,
+                boxShadow: shadows.sm,
+            },
+            '&:disabled': {
+                backgroundColor: color.disabledBgColor,
+                border: `1px solid ${color.disabledBorderColor}`,
+                color: color.disabledTextColor,
+                boxShadow: shadows.xs,
+            },
+        },
+        outline: {
+            backgroundColor: 'transparent',
+            border: `1px solid ${color.borderColor}`,
+            color: color.textColor,
+            '&:hover': {
+                backgroundColor: color.hoverBgColor,
+                boxShadow: 'none',
+            },
+            '&:disabled': {
+                backgroundColor: color.disabledBgColor,
+                border: `1px solid ${color.disabledBorderColor}`,
+                color: color.disabledTextColor,
+                boxShadow: shadows.xs,
+            },
+        },
+        text: {
+            backgroundColor: 'transparent',
+            border: 'none',
+            color: color.textColor,
+            '&:hover': {
+                backgroundColor: color.hoverBgColor,
+            },
+            '&:disabled': {
+                backgroundColor: color.disabledBgColor,
+                color: color.disabledTextColor,
+            },
+        },
+    };
+
+    return variantStyles[variant];
+};
+
+// Generate font styles for button
+const getButtonFontStyles = (size) => {
+    const baseFontStyles = {
+        fontFamily: typography.fonts.body,
+        fontWeight: typography.fontWeights.normal,
+        lineHeight: typography.lineHeights.none,
+    };
+
+    const sizeStyles = {
+        sm: {
+            ...baseFontStyles,
+            fontSize: getFontSize(size), // 12px
+        },
+        md: {
+            ...baseFontStyles,
+            fontSize: getFontSize(size), // 14px
+        },
+        lg: {
+            ...baseFontStyles,
+            fontSize: getFontSize(size), // 16px
+        },
+        xl: {
+            ...baseFontStyles,
+            fontSize: getFontSize(size), // 18px
+        },
+    };
+
+    return sizeStyles[size];
+};
+
+// Generate radii styles for button
+const getButtonRadiiStyles = (isCircle) => {
+    if (isCircle) return { borderRadius: radius.full };
+    return { borderRadius: radius.sm }; // radius is the same for all button sizes
+};
+
+// Generate padding styles for button
+const getButtonPadding = (size, isCircle) => {
+    if (isCircle) return { padding: spacing.xsm };
+
+    const paddingStyles = {
+        sm: {
+            padding: '8px 12px',
+        },
+        md: {
+            padding: '10px 12px',
+        },
+        lg: {
+            padding: '10px 16px',
+        },
+        xl: {
+            padding: '12px 20px',
+        },
+    };
+
+    return paddingStyles[size];
+};
+
+// Generate active styles for button
+const getButtonActiveStyles = (styleColors) => ({
+    borderColor: 'transparent',
+    backgroundColor: styleColors.activeBgColor,
+    // TODO: Figure out how to make the #fff interior border transparent
+    boxShadow: `0 0 0 2px #fff, 0 0 0 4px ${styleColors.activeBgColor}`,
+});
+
+// Generate loading styles for button
+const getButtonLoadingStyles = () => ({
+    pointerEvents: 'none',
+    opacity: 0.75,
+});
+
+/*
+ * Main function to generate styles for button
+ */
+export const getButtonStyle = (props: ButtonProps) => {
+    const { variant, color, size, isCircle, isActive, isLoading } = props;
+
+    // Get map of colors
+    const colorStyles = getButtonColorStyles(variant, color) || ({} as any);
+
+    // Define styles for button
+    const variantStyles = getButtonVariantStyles(variant, colorStyles);
+    const fontStyles = getButtonFontStyles(size);
+    const radiiStyles = getButtonRadiiStyles(isCircle);
+    const paddingStyles = getButtonPadding(size, isCircle);
+
+    // Base of all generated styles
+    let styles = {
+        ...variantStyles,
+        ...fontStyles,
+        ...radiiStyles,
+        ...paddingStyles,
+    };
+
+    // Focus & Active styles are the same, but active styles are applied conditionally & override prevs styles
+    const activeStyles = { ...getButtonActiveStyles(colorStyles) };
+    styles['&:focus'] = activeStyles;
+    styles['&:active'] = activeStyles;
+    if (isActive) styles = { ...styles, ...activeStyles };
+
+    // Loading styles
+    if (isLoading) styles = { ...styles, ...getButtonLoadingStyles() };
+
+    // Return generated styles
+    return styles;
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Card/Card.stories.tsx b/datahub-web-react/src/alchemy-components/components/Card/Card.stories.tsx
new file mode 100644
index 00000000000000..336831fd15cfab
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Card/Card.stories.tsx
@@ -0,0 +1,141 @@
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import { GridList } from '@src/alchemy-components/.docs/mdx-components';
+import { colors } from '@src/alchemy-components/theme';
+import type { Meta, StoryObj } from '@storybook/react';
+import React from 'react';
+import { Card, cardDefaults } from '.';
+import { Icon } from '../Icon';
+
+// Auto Docs
+const meta = {
+    title: 'Components / Card',
+    component: Card,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'Used to render a card.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        title: {
+            description: 'The title of the card',
+            table: {
+                defaultValue: { summary: `${cardDefaults.title}` },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        subTitle: {
+            description: 'The subtitle of the card',
+            control: {
+                type: 'text',
+            },
+        },
+        icon: {
+            description: 'The icon on the card',
+            control: {
+                type: 'text',
+            },
+        },
+        iconAlignment: {
+            description: 'Whether the alignment of icon is horizontal or vertical',
+            table: {
+                defaultValue: { summary: `${cardDefaults.iconAlignment}` },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        percent: {
+            description: 'The percent value on the pill of the card',
+            control: {
+                type: 'number',
+            },
+        },
+        button: {
+            description: 'The button on the card',
+            control: {
+                type: 'text',
+            },
+        },
+        width: {
+            description: 'The width of the card',
+            control: {
+                type: 'text',
+            },
+        },
+        onClick: {
+            description: 'The on click function for the card',
+        },
+    },
+
+    // Define default args
+    args: {
+        title: 'Title',
+        subTitle: 'Subtitle',
+        iconAlignment: 'horizontal',
+        width: '150px',
+    },
+} satisfies Meta<typeof Card>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Card {...props} />,
+};
+
+export const withChildren = () => (
+    <Card title="Title" subTitle="Subtitle">
+        <div style={{ backgroundColor: colors.gray[1000], padding: '8px 32px' }}>Children of the card (Swap me)</div>
+    </Card>
+);
+
+export const withoutSubtitle = () => (
+    <Card title="Title">
+        <div style={{ backgroundColor: colors.gray[1000], padding: '8px 32px' }}>Children of the card (Swap me)</div>
+    </Card>
+);
+
+export const withIcon = () => (
+    <GridList>
+        <Card title="Title" subTitle="Subtitle" icon={<Icon icon="Cloud" color="gray" />} />
+        <Card title="Title" subTitle="Subtitle" icon={<Icon icon="Cloud" color="gray" />} iconAlignment="vertical" />
+    </GridList>
+);
+
+export const withButton = () => (
+    <Card
+        title="Title"
+        subTitle="Subtitle"
+        button={<Icon icon="Download" color="gray" size="2xl" />}
+        onClick={() => window.alert('Card clicked')}
+    />
+);
+
+export const withPercentPill = () => <Card title="Title" subTitle="Subtitle" percent={2} />;
+
+export const withAllTheElements = () => (
+    <Card
+        title="Title"
+        subTitle="Subtitle"
+        percent={2}
+        icon={<Icon icon="Cloud" color="gray" />}
+        button={<Icon icon="Download" color="gray" size="2xl" />}
+        onClick={() => window.alert('Card clicked')}
+    >
+        <div style={{ backgroundColor: colors.gray[1000], padding: '8px 32px' }}>Children of the card (Swap me)</div>
+    </Card>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Card/Card.tsx b/datahub-web-react/src/alchemy-components/components/Card/Card.tsx
new file mode 100644
index 00000000000000..55c581251bea99
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Card/Card.tsx
@@ -0,0 +1,48 @@
+import React from 'react';
+import { CardProps } from './types';
+import { CardContainer, Header, SubTitle, SubTitleContainer, Title, TitleContainer } from './components';
+import { Pill } from '../Pills';
+
+export const cardDefaults: CardProps = {
+    title: 'Title',
+    iconAlignment: 'horizontal',
+};
+
+export const Card = ({
+    title = cardDefaults.title,
+    iconAlignment = cardDefaults.iconAlignment,
+    subTitle,
+    percent,
+    button,
+    onClick,
+    icon,
+    children,
+    width,
+}: CardProps) => {
+    return (
+        <CardContainer hasButton={!!button} onClick={onClick} width={width}>
+            <Header iconAlignment={iconAlignment}>
+                {icon && <div>{icon}</div>}
+                <TitleContainer>
+                    <Title>
+                        {title}
+                        {!!percent && (
+                            <Pill
+                                label={`${Math.abs(percent)}%`}
+                                size="sm"
+                                colorScheme={percent < 0 ? 'red' : 'green'}
+                                leftIcon={percent < 0 ? 'TrendingDown' : 'TrendingUp'}
+                                clickable={false}
+                            />
+                        )}
+                    </Title>
+                    <SubTitleContainer>
+                        <SubTitle>{subTitle}</SubTitle>
+                        {button}
+                    </SubTitleContainer>
+                </TitleContainer>
+            </Header>
+            {children}
+        </CardContainer>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Card/components.ts b/datahub-web-react/src/alchemy-components/components/Card/components.ts
new file mode 100644
index 00000000000000..bb3821fffc7f58
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Card/components.ts
@@ -0,0 +1,59 @@
+import { colors, radius, spacing, typography } from '@src/alchemy-components/theme';
+import { IconAlignmentOptions } from '@src/alchemy-components/theme/config';
+import styled from 'styled-components';
+
+export const CardContainer = styled.div<{ hasButton: boolean; width?: string }>(({ hasButton, width }) => ({
+    border: `1px solid ${colors.gray[100]}`,
+    borderRadius: radius.lg,
+    padding: spacing.md,
+    minWidth: '150px',
+    boxShadow: '0px 1px 2px 0px rgba(33, 23, 95, 0.07)',
+    backgroundColor: colors.white,
+    display: 'flex',
+    flexDirection: 'column',
+    gap: spacing.md,
+    width,
+
+    '&:hover': hasButton
+        ? {
+              border: `1px solid ${colors.violet[500]}`,
+              cursor: 'pointer',
+          }
+        : {},
+}));
+
+export const Header = styled.div<{ iconAlignment?: IconAlignmentOptions }>(({ iconAlignment }) => ({
+    display: 'flex',
+    flexDirection: iconAlignment === 'horizontal' ? 'row' : 'column',
+    alignItems: iconAlignment === 'horizontal' ? 'center' : 'start',
+    gap: spacing.sm,
+    width: '100%',
+}));
+
+export const TitleContainer = styled.div({
+    display: 'flex',
+    flexDirection: 'column',
+    gap: 2,
+    width: '100%',
+});
+
+export const Title = styled.div({
+    fontSize: typography.fontSizes.lg,
+    fontWeight: typography.fontWeights.bold,
+    color: colors.gray[600],
+    display: 'flex',
+    alignItems: 'center',
+    gap: spacing.xsm,
+});
+
+export const SubTitleContainer = styled.div({
+    display: 'flex',
+    justifyContent: 'space-between',
+    alignItems: 'center',
+});
+
+export const SubTitle = styled.div({
+    fontSize: typography.fontSizes.md,
+    fontWeight: typography.fontWeights.normal,
+    color: colors.gray[1700],
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Card/index.ts b/datahub-web-react/src/alchemy-components/components/Card/index.ts
new file mode 100644
index 00000000000000..b0eed059aafd8a
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Card/index.ts
@@ -0,0 +1,2 @@
+export { Card, cardDefaults } from './Card';
+export type { CardProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Card/types.ts b/datahub-web-react/src/alchemy-components/components/Card/types.ts
new file mode 100644
index 00000000000000..e5b0e36f83e4ce
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Card/types.ts
@@ -0,0 +1,13 @@
+import { IconAlignmentOptions } from '@src/alchemy-components/theme/config';
+
+export interface CardProps {
+    title: string;
+    subTitle?: string;
+    percent?: number;
+    button?: React.ReactNode;
+    onClick?: () => void;
+    icon?: React.ReactNode;
+    iconAlignment?: IconAlignmentOptions;
+    children?: React.ReactNode;
+    width?: string;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Checkbox/Checkbox.stories.tsx b/datahub-web-react/src/alchemy-components/components/Checkbox/Checkbox.stories.tsx
new file mode 100644
index 00000000000000..e546c2ea526cbc
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Checkbox/Checkbox.stories.tsx
@@ -0,0 +1,156 @@
+import React from 'react';
+import type { Meta, StoryObj } from '@storybook/react';
+import { GridList } from '@components/.docs/mdx-components';
+import { Checkbox, checkboxDefaults, CheckboxGroup } from './Checkbox';
+import { CheckboxProps } from './types';
+import { Heading } from '../Heading';
+
+const MOCK_CHECKBOXES: CheckboxProps[] = [
+    {
+        label: 'Label 1',
+        error: '',
+        isChecked: false,
+        isDisabled: false,
+        isIntermediate: false,
+        isRequired: false,
+    },
+    {
+        label: 'Label 2',
+        error: '',
+        isChecked: false,
+        isDisabled: false,
+        isIntermediate: false,
+        isRequired: false,
+    },
+    {
+        label: 'Label 3',
+        error: '',
+        isChecked: false,
+        isDisabled: false,
+        isIntermediate: false,
+        isRequired: false,
+    },
+];
+
+const meta = {
+    title: 'Forms / Checkbox',
+    component: Checkbox,
+    parameters: {
+        layout: 'centered',
+        docs: {
+            subtitle: 'A component that is used to get user input in the state of a check box.',
+        },
+    },
+    argTypes: {
+        label: {
+            description: 'Label for the Checkbox.',
+            table: {
+                defaultValue: { summary: checkboxDefaults.label },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        error: {
+            description: 'Enforce error state on the Checkbox.',
+            table: {
+                defaultValue: { summary: checkboxDefaults.error },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        isChecked: {
+            description: 'Whether the Checkbox is checked.',
+            table: {
+                defaultValue: { summary: checkboxDefaults?.isChecked?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isDisabled: {
+            description: 'Whether the Checkbox is in disabled state.',
+            table: {
+                defaultValue: { summary: checkboxDefaults?.isDisabled?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isIntermediate: {
+            description: 'Whether the Checkbox is in intermediate state.',
+            table: {
+                defaultValue: { summary: checkboxDefaults?.isIntermediate?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isRequired: {
+            description: 'Whether the Checkbox is a required field.',
+            table: {
+                defaultValue: { summary: checkboxDefaults?.isRequired?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+    },
+    args: {
+        label: checkboxDefaults.label,
+        error: checkboxDefaults.error,
+        isChecked: checkboxDefaults.isChecked,
+        isDisabled: checkboxDefaults.isDisabled,
+        isIntermediate: checkboxDefaults.isIntermediate,
+        isRequired: checkboxDefaults.isRequired,
+    },
+} satisfies Meta<typeof Checkbox>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Checkbox {...props} />,
+};
+
+export const states = () => (
+    <GridList>
+        <Checkbox label="Default" />
+        <Checkbox label="Checked" isChecked />
+        <Checkbox label="Error" isChecked error="Error" />
+        <Checkbox label="Required" isChecked isRequired />
+    </GridList>
+);
+
+export const intermediate = () => {
+    return (
+        <GridList>
+            <Checkbox label="Primary" isChecked isIntermediate />
+            <Checkbox label="Error" isChecked isIntermediate error="Error" />
+        </GridList>
+    );
+};
+
+export const disabledStates = () => (
+    <GridList>
+        <Checkbox label="Default" isDisabled />
+        <Checkbox label="Checked" isChecked isDisabled />
+        <Checkbox label="Intermediate" isChecked isDisabled isIntermediate />
+    </GridList>
+);
+
+export const checkboxGroups = () => (
+    <GridList isVertical>
+        <div>
+            <Heading>Horizontal Checkbox Group</Heading>
+            <CheckboxGroup checkboxes={MOCK_CHECKBOXES} />
+        </div>
+        <div>
+            <Heading>Vertical Checkbox Group</Heading>
+            <CheckboxGroup isVertical checkboxes={MOCK_CHECKBOXES} />
+        </div>
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Checkbox/Checkbox.tsx b/datahub-web-react/src/alchemy-components/components/Checkbox/Checkbox.tsx
new file mode 100644
index 00000000000000..6ab4db74610e49
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Checkbox/Checkbox.tsx
@@ -0,0 +1,103 @@
+import React, { useEffect, useState } from 'react';
+import { CheckboxProps, CheckboxGroupProps } from './types';
+import {
+    CheckboxBase,
+    CheckboxContainer,
+    CheckboxGroupContainer,
+    Checkmark,
+    HoverState,
+    Label,
+    Required,
+    StyledCheckbox,
+} from './components';
+
+export const checkboxDefaults: CheckboxProps = {
+    label: 'Label',
+    error: '',
+    isChecked: false,
+    isDisabled: false,
+    isIntermediate: false,
+    isRequired: false,
+    setIsChecked: () => {},
+};
+
+export const Checkbox = ({
+    label = checkboxDefaults.label,
+    error = checkboxDefaults.error,
+    isChecked = checkboxDefaults.isChecked,
+    isDisabled = checkboxDefaults.isDisabled,
+    isIntermediate = checkboxDefaults.isIntermediate,
+    isRequired = checkboxDefaults.isRequired,
+    setIsChecked = checkboxDefaults.setIsChecked,
+    ...props
+}: CheckboxProps) => {
+    const [checked, setChecked] = useState(isChecked || false);
+    const [isHovering, setIsHovering] = useState(false);
+
+    useEffect(() => {
+        setChecked(isChecked || false);
+    }, [isChecked]);
+
+    const id = props.id || `checkbox-${label}`;
+
+    return (
+        <CheckboxContainer>
+            <Label aria-label={label}>
+                {label} {isRequired && <Required>*</Required>}
+            </Label>
+            <CheckboxBase
+                onClick={() => {
+                    if (!isDisabled) {
+                        setChecked(!checked);
+                        setIsChecked?.(!checked);
+                    }
+                }}
+            >
+                <StyledCheckbox
+                    type="checkbox"
+                    id="checked-input"
+                    checked={checked}
+                    disabled={isDisabled || false}
+                    error={error || ''}
+                    onChange={() => null}
+                    aria-labelledby={id}
+                    aria-checked={checked}
+                    {...props}
+                />
+                <Checkmark
+                    intermediate={isIntermediate || false}
+                    error={error || ''}
+                    disabled={isDisabled || false}
+                    checked={checked || false}
+                    onMouseOver={() => setIsHovering(true)}
+                    onMouseLeave={() => setIsHovering(false)}
+                />
+                <HoverState
+                    isHovering={!isDisabled ? isHovering : false}
+                    error={error || ''}
+                    checked={checked || false}
+                    disabled={isDisabled || false}
+                />
+            </CheckboxBase>
+        </CheckboxContainer>
+    );
+};
+
+export const CheckboxGroup = ({ isVertical, checkboxes }: CheckboxGroupProps) => {
+    if (!checkboxes.length) {
+        return <></>;
+    }
+
+    return (
+        <CheckboxGroupContainer isVertical={isVertical}>
+            {checkboxes.map((checkbox) => {
+                const props = { ...checkbox };
+                return (
+                    <React.Fragment key={checkbox.label}>
+                        <Checkbox {...props} />
+                    </React.Fragment>
+                );
+            })}
+        </CheckboxGroupContainer>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Checkbox/components.ts b/datahub-web-react/src/alchemy-components/components/Checkbox/components.ts
new file mode 100644
index 00000000000000..6a4ad08c9c4ce6
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Checkbox/components.ts
@@ -0,0 +1,91 @@
+import { borders, colors, spacing, transform, zIndices, radius } from '@components/theme';
+import styled from 'styled-components';
+import { getCheckboxColor, getCheckboxHoverBackgroundColor } from './utils';
+import { formLabelTextStyles } from '../commonStyles';
+
+export const CheckboxContainer = styled.div({
+    display: 'flex',
+    justifyContent: 'center',
+    alignItems: 'center',
+});
+
+export const Label = styled.div({
+    ...formLabelTextStyles,
+});
+
+export const Required = styled.span({
+    color: colors.red[500],
+    marginLeft: spacing.xxsm,
+});
+
+export const CheckboxBase = styled.div({
+    position: 'relative',
+    width: '30px',
+    height: '30px',
+});
+
+export const StyledCheckbox = styled.input<{
+    checked: boolean;
+    error: string;
+    disabled: boolean;
+}>(({ error, checked, disabled }) => ({
+    position: 'absolute',
+    opacity: 0,
+    height: 0,
+    width: 0,
+    '&:checked + div': {
+        backgroundColor: getCheckboxColor(checked, error, disabled, 'background'),
+    },
+    '&:checked + div:after': {
+        display: 'block',
+    },
+}));
+
+export const Checkmark = styled.div<{ intermediate?: boolean; error: string; checked: boolean; disabled: boolean }>(
+    ({ intermediate, checked, error, disabled }) => ({
+        position: 'absolute',
+        top: '4px',
+        left: '11px',
+        zIndex: zIndices.docked,
+        height: '18px',
+        width: '18px',
+        borderRadius: '3px',
+        border: `${borders['2px']} ${getCheckboxColor(checked, error, disabled, undefined)}`,
+        transition: 'all 0.2s ease-in-out',
+        cursor: 'pointer',
+        '&:after': {
+            content: '""',
+            position: 'absolute',
+            display: 'none',
+            left: !intermediate ? '6px' : '8px',
+            top: !intermediate ? '1px' : '3px',
+            width: !intermediate ? '5px' : '0px',
+            height: '10px',
+            border: 'solid white',
+            borderWidth: '0 3px 3px 0',
+            transform: !intermediate ? 'rotate(45deg)' : transform.rotate[90],
+        },
+    }),
+);
+
+export const HoverState = styled.div<{ isHovering: boolean; error: string; checked: boolean; disabled: boolean }>(
+    ({ isHovering, error, checked }) => ({
+        width: '40px',
+        height: '40px',
+        backgroundColor: !isHovering ? 'transparent' : getCheckboxHoverBackgroundColor(checked, error),
+        position: 'absolute',
+        borderRadius: radius.full,
+        top: '-5px',
+        left: '2px',
+        zIndex: zIndices.hide,
+    }),
+);
+
+export const CheckboxGroupContainer = styled.div<{ isVertical?: boolean }>(({ isVertical }) => ({
+    display: 'flex',
+    flexDirection: isVertical ? 'column' : 'row',
+    justifyContent: 'center',
+    alignItems: 'center',
+    gap: spacing.md,
+    margin: spacing.xxsm,
+}));
diff --git a/datahub-web-react/src/alchemy-components/components/Checkbox/index.ts b/datahub-web-react/src/alchemy-components/components/Checkbox/index.ts
new file mode 100644
index 00000000000000..57e3d6d27856a5
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Checkbox/index.ts
@@ -0,0 +1,2 @@
+export { Checkbox, CheckboxGroup, checkboxDefaults } from './Checkbox';
+export type { CheckboxProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Checkbox/types.ts b/datahub-web-react/src/alchemy-components/components/Checkbox/types.ts
new file mode 100644
index 00000000000000..7ee10011689397
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Checkbox/types.ts
@@ -0,0 +1,16 @@
+import { InputHTMLAttributes } from 'react';
+
+export interface CheckboxProps extends InputHTMLAttributes<HTMLInputElement> {
+    label: string;
+    error?: string;
+    isChecked?: boolean;
+    setIsChecked?: React.Dispatch<React.SetStateAction<boolean>>;
+    isDisabled?: boolean;
+    isIntermediate?: boolean;
+    isRequired?: boolean;
+}
+
+export interface CheckboxGroupProps {
+    isVertical?: boolean;
+    checkboxes: CheckboxProps[];
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Checkbox/utils.ts b/datahub-web-react/src/alchemy-components/components/Checkbox/utils.ts
new file mode 100644
index 00000000000000..edf5d24596e1b4
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Checkbox/utils.ts
@@ -0,0 +1,27 @@
+import theme, { colors } from '@components/theme';
+
+const checkboxBackgroundDefault = {
+    default: colors.white,
+    checked: theme.semanticTokens.colors.primary,
+    error: theme.semanticTokens.colors.error,
+    disabled: colors.gray[300],
+};
+
+const checkboxHoverColors = {
+    default: colors.gray[100],
+    error: colors.red[100],
+    checked: colors.violet[100],
+};
+
+export function getCheckboxColor(checked: boolean, error: string, disabled: boolean, mode: 'background' | undefined) {
+    if (disabled) return checkboxBackgroundDefault.disabled;
+    if (error) return checkboxBackgroundDefault.error;
+    if (checked) return checkboxBackgroundDefault.checked;
+    return mode === 'background' ? checkboxBackgroundDefault.default : colors.gray[500];
+}
+
+export function getCheckboxHoverBackgroundColor(checked: boolean, error: string) {
+    if (error) return checkboxHoverColors.error;
+    if (checked) return checkboxHoverColors.checked;
+    return checkboxHoverColors.default;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Heading/Heading.stories.tsx b/datahub-web-react/src/alchemy-components/components/Heading/Heading.stories.tsx
new file mode 100644
index 00000000000000..b8bd9f6420c006
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Heading/Heading.stories.tsx
@@ -0,0 +1,98 @@
+import React from 'react';
+
+import type { Meta, StoryObj, StoryFn } from '@storybook/react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+
+import { VerticalFlexGrid } from '@components/.docs/mdx-components';
+import { Heading, headingDefaults } from '.';
+
+// Auto Docs
+const meta = {
+    title: 'Typography / Heading',
+    component: Heading,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'Used to render semantic HTML heading elements.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        children: {
+            description: 'The content to display within the heading.',
+            table: {
+                type: { summary: 'string' },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        type: {
+            description: 'The type of heading to display.',
+            table: {
+                defaultValue: { summary: headingDefaults.type },
+            },
+        },
+        size: {
+            description: 'Override the size of the heading.',
+            table: {
+                defaultValue: { summary: `${headingDefaults.size}` },
+            },
+        },
+        color: {
+            description: 'Override the color of the heading.',
+            table: {
+                defaultValue: { summary: headingDefaults.color },
+            },
+        },
+        weight: {
+            description: 'Override the weight of the heading.',
+            table: {
+                defaultValue: { summary: `${headingDefaults.weight}` },
+            },
+        },
+    },
+
+    // Define defaults
+    args: {
+        children: 'The content to display within the heading.',
+        type: headingDefaults.type,
+        size: headingDefaults.size,
+        color: headingDefaults.color,
+        weight: headingDefaults.weight,
+    },
+} satisfies Meta<typeof Heading>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook & is used as the code sandbox
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Heading {...props}>{props.children}</Heading>,
+};
+
+export const sizes: StoryFn<Story> = (props: any) => (
+    <VerticalFlexGrid>
+        <Heading type="h1">H1 {props.children}</Heading>
+        <Heading type="h2">H2 {props.children}</Heading>
+        <Heading type="h3">H3 {props.children}</Heading>
+        <Heading type="h4">H4 {props.children}</Heading>
+        <Heading type="h5">H5 {props.children}</Heading>
+        <Heading type="h6">H6 {props.children}</Heading>
+    </VerticalFlexGrid>
+);
+
+export const withLink = () => (
+    <Heading>
+        <a href="/">The content to display within the heading</a>
+    </Heading>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Heading/Heading.tsx b/datahub-web-react/src/alchemy-components/components/Heading/Heading.tsx
new file mode 100644
index 00000000000000..6449ff512adacc
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Heading/Heading.tsx
@@ -0,0 +1,38 @@
+import React from 'react';
+
+import { HeadingProps } from './types';
+import { H1, H2, H3, H4, H5, H6 } from './components';
+
+export const headingDefaults: HeadingProps = {
+    type: 'h1',
+    color: 'inherit',
+    size: '2xl',
+    weight: 'medium',
+};
+
+export const Heading = ({
+    type = headingDefaults.type,
+    size = headingDefaults.size,
+    color = headingDefaults.color,
+    weight = headingDefaults.weight,
+    children,
+}: HeadingProps) => {
+    const sharedProps = { size, color, weight };
+
+    switch (type) {
+        case 'h1':
+            return <H1 {...sharedProps}>{children}</H1>;
+        case 'h2':
+            return <H2 {...sharedProps}>{children}</H2>;
+        case 'h3':
+            return <H3 {...sharedProps}>{children}</H3>;
+        case 'h4':
+            return <H4 {...sharedProps}>{children}</H4>;
+        case 'h5':
+            return <H5 {...sharedProps}>{children}</H5>;
+        case 'h6':
+            return <H6 {...sharedProps}>{children}</H6>;
+        default:
+            return <H1 {...sharedProps}>{children}</H1>;
+    }
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Heading/components.ts b/datahub-web-react/src/alchemy-components/components/Heading/components.ts
new file mode 100644
index 00000000000000..beea5338585d83
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Heading/components.ts
@@ -0,0 +1,70 @@
+import styled from 'styled-components';
+
+import { typography, colors } from '@components/theme';
+import { getColor, getFontSize } from '@components/theme/utils';
+import { HeadingProps } from './types';
+
+const headingStyles = {
+    H1: {
+        fontSize: typography.fontSizes['4xl'],
+        lineHeight: typography.lineHeights['2xl'],
+    },
+    H2: {
+        fontSize: typography.fontSizes['3xl'],
+        lineHeight: typography.lineHeights.xl,
+    },
+    H3: {
+        fontSize: typography.fontSizes['2xl'],
+        lineHeight: typography.lineHeights.lg,
+    },
+    H4: {
+        fontSize: typography.fontSizes.xl,
+        lineHeight: typography.lineHeights.lg,
+    },
+    H5: {
+        fontSize: typography.fontSizes.lg,
+        lineHeight: typography.lineHeights.md,
+    },
+    H6: {
+        fontSize: typography.fontSizes.md,
+        lineHeight: typography.lineHeights.xs,
+    },
+};
+
+// Default styles
+const baseStyles = {
+    fontFamily: typography.fonts.heading,
+    margin: 0,
+
+    '& a': {
+        color: colors.violet[400],
+        textDecoration: 'none',
+        transition: 'color 0.15s ease',
+
+        '&:hover': {
+            color: colors.violet[500],
+        },
+    },
+};
+
+// Prop Driven Styles
+const propStyles = (props, isText = false) => {
+    const styles = {} as any;
+    if (props.size) styles.fontSize = getFontSize(props.size);
+    if (props.color) styles.color = getColor(props.color);
+    if (props.weight) styles.fontWeight = typography.fontWeights[props.weight];
+    if (isText) styles.lineHeight = typography.lineHeights[props.size];
+    return styles;
+};
+
+// Generate Headings
+const headings = {} as any;
+
+['H1', 'H2', 'H3', 'H4', 'H5', 'H6'].forEach((heading) => {
+    const component = styled[heading.toLowerCase()];
+    headings[heading] = component({ ...baseStyles, ...headingStyles[heading] }, (props: HeadingProps) => ({
+        ...propStyles(props as HeadingProps),
+    }));
+});
+
+export const { H1, H2, H3, H4, H5, H6 } = headings;
diff --git a/datahub-web-react/src/alchemy-components/components/Heading/index.ts b/datahub-web-react/src/alchemy-components/components/Heading/index.ts
new file mode 100644
index 00000000000000..c414de6cc92f79
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Heading/index.ts
@@ -0,0 +1,2 @@
+export { Heading, headingDefaults } from './Heading';
+export type { HeadingProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Heading/types.ts b/datahub-web-react/src/alchemy-components/components/Heading/types.ts
new file mode 100644
index 00000000000000..96fcf1ea292bf7
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Heading/types.ts
@@ -0,0 +1,9 @@
+import { HTMLAttributes } from 'react';
+import type { FontSizeOptions, FontColorOptions, FontWeightOptions } from '@components/theme/config';
+
+export interface HeadingProps extends HTMLAttributes<HTMLElement> {
+    type?: 'h1' | 'h2' | 'h3' | 'h4' | 'h5' | 'h6';
+    size?: FontSizeOptions;
+    color?: FontColorOptions;
+    weight?: FontWeightOptions;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Icon/Icon.stories.tsx b/datahub-web-react/src/alchemy-components/components/Icon/Icon.stories.tsx
new file mode 100644
index 00000000000000..3dcbd74ceb0b71
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Icon/Icon.stories.tsx
@@ -0,0 +1,131 @@
+import React from 'react';
+
+import type { Meta, StoryObj } from '@storybook/react';
+
+import { GridList } from '@components/.docs/mdx-components';
+import { Icon, iconDefaults, AVAILABLE_ICONS } from '.';
+
+// Auto Docs
+const meta = {
+    title: 'Media / Icon',
+    component: Icon,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: ['productionReady'],
+        docs: {
+            subtitle: 'A singular component for rendering the icons used throughout the application.',
+            description: {
+                component: '👉 See the [Icons Gallery](/docs/icons--docs) for more information.',
+            },
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        icon: {
+            description: `The name of the icon to display.`,
+            type: 'string',
+            options: AVAILABLE_ICONS,
+            table: {
+                defaultValue: { summary: 'undefined' },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        variant: {
+            description: 'The variant of the icon to display.',
+            defaultValue: 'outline',
+            options: ['outline', 'filled'],
+            table: {
+                defaultValue: { summary: iconDefaults.variant },
+            },
+        },
+        size: {
+            description: 'The size of the icon to display.',
+            defaultValue: 'lg',
+            table: {
+                defaultValue: { summary: iconDefaults.size },
+            },
+        },
+        color: {
+            description: 'The color of the icon to display.',
+            options: ['inherit', 'white', 'black', 'violet', 'green', 'red', 'blue', 'gray'],
+            type: 'string',
+            table: {
+                defaultValue: { summary: iconDefaults.color },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        rotate: {
+            description: 'The rotation of the icon. Applies a CSS transformation.',
+            table: {
+                defaultValue: { summary: iconDefaults.rotate },
+            },
+        },
+    },
+
+    // Define defaults for required args
+    args: {
+        icon: iconDefaults.icon,
+    },
+} satisfies Meta<typeof Icon>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Icon {...props} />,
+};
+
+export const filled = () => (
+    <GridList>
+        <Icon icon="AccountCircle" variant="filled" />
+        <Icon icon="AddHome" variant="filled" />
+        <Icon icon="AdminPanelSettings" variant="filled" />
+    </GridList>
+);
+
+export const sizes = () => (
+    <GridList>
+        <Icon icon={iconDefaults.icon} size="xs" />
+        <Icon icon={iconDefaults.icon} size="sm" />
+        <Icon icon={iconDefaults.icon} size="md" />
+        <Icon icon={iconDefaults.icon} size="lg" />
+        <Icon icon={iconDefaults.icon} size="xl" />
+        <Icon icon={iconDefaults.icon} size="2xl" />
+        <Icon icon={iconDefaults.icon} size="3xl" />
+        <Icon icon={iconDefaults.icon} size="4xl" />
+    </GridList>
+);
+
+export const colors = () => (
+    <GridList>
+        <Icon icon={iconDefaults.icon} color="white" />
+        <Icon icon={iconDefaults.icon} color="black" />
+        <Icon icon={iconDefaults.icon} color="violet" />
+        <Icon icon={iconDefaults.icon} color="green" />
+        <Icon icon={iconDefaults.icon} color="red" />
+        <Icon icon={iconDefaults.icon} color="blue" />
+        <Icon icon={iconDefaults.icon} color="gray" />
+    </GridList>
+);
+
+export const rotation = () => (
+    <GridList>
+        <Icon icon="ChevronLeft" />
+        <Icon icon="ChevronLeft" rotate="90" />
+        <Icon icon="ChevronLeft" rotate="180" />
+        <Icon icon="ChevronLeft" rotate="270" />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Icon/Icon.tsx b/datahub-web-react/src/alchemy-components/components/Icon/Icon.tsx
new file mode 100644
index 00000000000000..50c30d7203aed8
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Icon/Icon.tsx
@@ -0,0 +1,59 @@
+import React from 'react';
+
+import { getFontSize, getColor, getRotationTransform } from '@components/theme/utils';
+
+import { IconProps } from './types';
+import { IconWrapper } from './components';
+import { getIconNames, getIconComponent } from './utils';
+
+export const iconDefaults: IconProps = {
+    icon: 'AccountCircle',
+    variant: 'outline',
+    size: '4xl',
+    color: 'inherit',
+    rotate: '0',
+};
+
+export const Icon = ({
+    icon,
+    variant = iconDefaults.variant,
+    size = iconDefaults.size,
+    color = iconDefaults.color,
+    rotate = iconDefaults.rotate,
+    ...props
+}: IconProps) => {
+    const { filled, outlined } = getIconNames();
+
+    // Return early if no icon is provided
+    if (!icon) return null;
+
+    // Get outlined icon component name
+    const isOutlined = variant === 'outline';
+    const outlinedIconName = `${icon}Outlined`;
+
+    // Warn if the icon does not have the specified variant
+    if (variant === 'outline' && !outlined.includes(outlinedIconName)) {
+        console.warn(`Icon "${icon}" does not have an outlined variant.`);
+        return null;
+    }
+
+    // Warn if the icon does not have the specified variant
+    if (variant === 'filled' && !filled.includes(icon)) {
+        console.warn(`Icon "${icon}" does not have a filled variant.`);
+        return null;
+    }
+
+    // Get outlined icon component
+    const IconComponent = getIconComponent(isOutlined ? outlinedIconName : icon);
+
+    return (
+        <IconWrapper size={getFontSize(size)} rotate={getRotationTransform(rotate)} {...props}>
+            <IconComponent
+                sx={{
+                    fontSize: getFontSize(size),
+                    color: getColor(color),
+                }}
+            />
+        </IconWrapper>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Icon/components.ts b/datahub-web-react/src/alchemy-components/components/Icon/components.ts
new file mode 100644
index 00000000000000..82e9c9a8fcae00
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Icon/components.ts
@@ -0,0 +1,19 @@
+import styled from 'styled-components';
+
+export const IconWrapper = styled.div<{ size: string; rotate?: string }>`
+    position: relative;
+
+    display: flex;
+    align-items: center;
+    justify-content: center;
+
+    width: ${({ size }) => size};
+    height: ${({ size }) => size};
+
+    & svg {
+        width: 100%;
+        height: 100%;
+
+        transform: ${({ rotate }) => rotate};
+    }
+`;
diff --git a/datahub-web-react/src/alchemy-components/components/Icon/constants.ts b/datahub-web-react/src/alchemy-components/components/Icon/constants.ts
new file mode 100644
index 00000000000000..25145a5970f0f2
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Icon/constants.ts
@@ -0,0 +1,547 @@
+export const AVAILABLE_ICONS = [
+    'AccountCircle',
+    'AccountTree',
+    'AddCircle',
+    'AddLink',
+    'Add',
+    'AddTask',
+    'AddToPhotos',
+    'Adjust',
+    'AllInclusive',
+    'Analytics',
+    'Anchor',
+    'Animation',
+    'Announcement',
+    'Api',
+    'Approval',
+    'Archive',
+    'ArrowBack',
+    'ArrowCircleDown',
+    'ArrowCircleLeft',
+    'ArrowCircleRight',
+    'ArrowCircleUp',
+    'ArrowDownward',
+    'ArrowForward',
+    'ArrowOutward',
+    'ArrowUpward',
+    'ArtTrack',
+    'Article',
+    'Assistant',
+    'AttachFile',
+    'Attachment',
+    'AutoAwesome',
+    'AutoFixHigh',
+    'AutoFixOff',
+    'AutoGraph',
+    'AutoMode',
+    'AutoStories',
+    'AvTimer',
+    'Backspace',
+    'Backup',
+    'BackupTable',
+    'Badge',
+    'Balance',
+    'BarChart',
+    'BatchPrediction',
+    'Block',
+    'Bolt',
+    'Book',
+    'BookmarkAdd',
+    'BookmarkAdded',
+    'BookmarkBorder',
+    'Bookmark',
+    'BookmarkRemove',
+    'Bookmarks',
+    'Brush',
+    'BubbleChart',
+    'BugReport',
+    'BuildCircle',
+    'Build',
+    'BusinessCenter',
+    'Business',
+    'Cable',
+    'Cached',
+    'Calculate',
+    'CalendarMonth',
+    'CalendarToday',
+    'CalendarViewDay',
+    'Campaign',
+    'Cancel',
+    'CandlestickChart',
+    'CardGiftcard',
+    'CardMembership',
+    'Cases',
+    'Cast',
+    'Category',
+    'Celebration',
+    'CellTower',
+    'ChangeHistory',
+    'ChatBubble',
+    'Chat',
+    'CheckBox',
+    'CheckCircle',
+    'Check',
+    'Checklist',
+    'ChevronLeft',
+    'ChevronRight',
+    'Class',
+    'CloseFullscreen',
+    'Close',
+    'CloudCircle',
+    'CloudDone',
+    'CloudDownload',
+    'CloudOff',
+    'Cloud',
+    'CloudQueue',
+    'CloudSync',
+    'CloudUpload',
+    'CoPresent',
+    'CodeOff',
+    'Code',
+    'ColorLens',
+    'Colorize',
+    'CommentBank',
+    'Comment',
+    'CommentsDisabled',
+    'Commit',
+    'CompareArrows',
+    'Compare',
+    'Compress',
+    'Computer',
+    'Construction',
+    'ContactPage',
+    'ContactSupport',
+    'Contacts',
+    'ContentCopy',
+    'ContentCut',
+    'Contrast',
+    'ControlPoint',
+    'Cookie',
+    'CopyAll',
+    'Copyright',
+    'CorporateFare',
+    'Cottage',
+    'CreateNewFolder',
+    'CrisisAlert',
+    'Cyclone',
+    'Dangerous',
+    'DarkMode',
+    'DashboardCustomize',
+    'Dashboard',
+    'DataArray',
+    'DataObject',
+    'DataThresholding',
+    'DataUsage',
+    'DatasetLinked',
+    'Dataset',
+    'DateRange',
+    'DeleteForever',
+    'Delete',
+    'DeleteSweep',
+    'Description',
+    'Deselect',
+    'DesignServices',
+    'Details',
+    'DeviceHub',
+    'DeviceThermostat',
+    'Diamond',
+    'Difference',
+    'DisabledByDefault',
+    'DiscFull',
+    'Discount',
+    'DisplaySettings',
+    'Diversity2',
+    'Dns',
+    'DoNotDisturb',
+    'DocumentScanner',
+    'DomainAdd',
+    'DomainDisabled',
+    'Domain',
+    'DomainVerification',
+    'DoneAll',
+    'DonutLarge',
+    'DonutSmall',
+    'DoubleArrow',
+    'DownloadDone',
+    'DownloadForOffline',
+    'Download',
+    'Downloading',
+    'Drafts',
+    'DragHandle',
+    'DragIndicator',
+    'Draw',
+    'DriveFileMove',
+    'DriveFolderUpload',
+    'DynamicFeed',
+    'DynamicForm',
+    'EditCalendar',
+    'EditLocation',
+    'EditNote',
+    'EditOff',
+    'Edit',
+    'Eject',
+    'ElectricBolt',
+    'EmergencyShare',
+    'EnhancedEncryption',
+    'Equalizer',
+    'Error',
+    'EventAvailable',
+    'EventBusy',
+    'EventNote',
+    'Event',
+    'EventRepeat',
+    'ExitToApp',
+    'Expand',
+    'ExploreOff',
+    'Explore',
+    'Exposure',
+    'ExtensionOff',
+    'Extension',
+    'FastForward',
+    'FastRewind',
+    'FavoriteBorder',
+    'Favorite',
+    'FeaturedPlayList',
+    'Feed',
+    'Feedback',
+    'FileCopy',
+    'FileDownloadOff',
+    'FileDownload',
+    'FileOpen',
+    'FilePresent',
+    'FileUpload',
+    'FilterAltOff',
+    'FilterAlt',
+    'FilterListOff',
+    'FindInPage',
+    'FindReplace',
+    'FirstPage',
+    'FitScreen',
+    'FlagCircle',
+    'Flag',
+    'Flaky',
+    'Flare',
+    'FlashOff',
+    'FlashOn',
+    'FlightLand',
+    'Flight',
+    'FlightTakeoff',
+    'FmdBad',
+    'FmdGood',
+    'FolderCopy',
+    'FolderDelete',
+    'FolderOff',
+    'FolderOpen',
+    'Folder',
+    'FolderShared',
+    'FolderSpecial',
+    'FolderZip',
+    'ForkLeft',
+    'ForkRight',
+    'FormatListBulleted',
+    'FormatListNumbered',
+    'Forum',
+    'FullscreenExit',
+    'Fullscreen',
+    'Functions',
+    'GetApp',
+    'GppBad',
+    'GppGood',
+    'GppMaybe',
+    'GpsFixed',
+    'GpsNotFixed',
+    'GpsOff',
+    'Grading',
+    'Grain',
+    'GraphicEq',
+    'Grid3x3',
+    'Grid4x4',
+    'GridGoldenratio',
+    'GridOff',
+    'GridOn',
+    'GridView',
+    'GroupAdd',
+    'Group',
+    'GroupRemove',
+    'GroupWork',
+    'Groups',
+    'Handshake',
+    'Handyman',
+    'Hardware',
+    'HealthAndSafety',
+    'HelpCenter',
+    'Help',
+    'Hexagon',
+    'HideSource',
+    'Highlight',
+    'History',
+    'HistoryToggleOff',
+    'Home',
+    'Hub',
+    'Image',
+    'ImageSearch',
+    'Inbox',
+    'Info',
+    'Input',
+    'InsertChart',
+    'InsertComment',
+    'InsertDriveFile',
+    'Insights',
+    'Interests',
+    'Inventory2',
+    'Inventory',
+    'KeyOff',
+    'Key',
+    'LabelImportant',
+    'LabelOff',
+    'Label',
+    'Lan',
+    'Landscape',
+    'Language',
+    'LastPage',
+    'Launch',
+    'LayersClear',
+    'Layers',
+    'Leaderboard',
+    'LegendToggle',
+    'LibraryAddCheck',
+    'LibraryAdd',
+    'LightMode',
+    'Lightbulb',
+    'LineAxis',
+    'LineStyle',
+    'LineWeight',
+    'LinearScale',
+    'LinkOff',
+    'Link',
+    'List',
+    'LockOpen',
+    'Lock',
+    'LockReset',
+    'Login',
+    'Logout',
+    'Loupe',
+    'LowPriority',
+    'Loyalty',
+    'Mail',
+    'ManageAccounts',
+    'ManageHistory',
+    'ManageSearch',
+    'Map',
+    'MapsUgc',
+    'MarkAsUnread',
+    'MeetingRoom',
+    'Memory',
+    'MenuBook',
+    'MenuOpen',
+    'Menu',
+    'Merge',
+    'MergeType',
+    'Message',
+    'MiscellaneousServices',
+    'MoodBad',
+    'Mood',
+    'MoreHoriz',
+    'MoreTime',
+    'MoreVert',
+    'MoveDown',
+    'MoveToInbox',
+    'MoveUp',
+    'MultilineChart',
+    'MultipleStop',
+    'Nat',
+    'NewReleases',
+    'NightsStay',
+    'NoAccounts',
+    'NoEncryption',
+    'NotStarted',
+    'NoteAdd',
+    'NotificationAdd',
+    'NotificationImportant',
+    'NotificationsActive',
+    'NotificationsOff',
+    'Notifications',
+    'NotificationsPaused',
+    'OpenInFull',
+    'OpenInNew',
+    'Outbound',
+    'Outbox',
+    'Output',
+    'Pageview',
+    'Password',
+    'PauseCircle',
+    'PendingActions',
+    'Pending',
+    'People',
+    'PersonAddAlt1',
+    'PersonOff',
+    'Person',
+    'PersonRemoveAlt1',
+    'PersonSearch',
+    'PinDrop',
+    'PivotTableChart',
+    'Place',
+    'PlayArrow',
+    'PlayCircle',
+    'Policy',
+    'Poll',
+    'Polyline',
+    'PostAdd',
+    'Preview',
+    'PrivacyTip',
+    'PublicOff',
+    'Public',
+    'Publish',
+    'PushPin',
+    'QueryStats',
+    'QuestionAnswer',
+    'Queue',
+    'Radar',
+    'ReadMore',
+    'Redo',
+    'Refresh',
+    'RemoveCircle',
+    'Replay',
+    'ReplyAll',
+    'Reply',
+    'Report',
+    'ReportProblem',
+    'Restore',
+    'RocketLaunch',
+    'Rocket',
+    'Route',
+    'RssFeed',
+    'Rule',
+    'RunningWithErrors',
+    'SatelliteAlt',
+    'SaveAlt',
+    'Schedule',
+    'Schema',
+    'Science',
+    'SearchOff',
+    'Search',
+    'Security',
+    'Sell',
+    'Sensors',
+    'SentimentDissatisfied',
+    'SentimentNeutral',
+    'SentimentSatisfied',
+    'Settings',
+    'Share',
+    'Shield',
+    'ShortText',
+    'Shortcut',
+    'ShowChart',
+    'Shuffle',
+    'Signpost',
+    'SkipNext',
+    'SkipPrevious',
+    'SortByAlpha',
+    'Sort',
+    'Source',
+    'SpaceDashboard',
+    'Speed',
+    'SsidChart',
+    'StackedBarChart',
+    'StackedLineChart',
+    'StarBorder',
+    'StarHalf',
+    'Star',
+    'Start',
+    'StickyNote2',
+    'StopCircle',
+    'Storage',
+    'Storm',
+    'Straight',
+    'Stream',
+    'Style',
+    'SubdirectoryArrowLeft',
+    'SubdirectoryArrowRight',
+    'Subject',
+    'Subscriptions',
+    'SubtitlesOff',
+    'Support',
+    'SwapHoriz',
+    'SwapVert',
+    'SwitchAccount',
+    'SwitchLeft',
+    'SwitchRight',
+    'SyncAlt',
+    'SyncDisabled',
+    'SyncLock',
+    'Sync',
+    'SyncProblem',
+    'TableChart',
+    'TableRows',
+    'TableView',
+    'Tag',
+    'TaskAlt',
+    'Terminal',
+    'ThumbDown',
+    'ThumbUp',
+    'ThumbsUpDown',
+    'Timelapse',
+    'Timeline',
+    'TipsAndUpdates',
+    'Toc',
+    'TrackChanges',
+    'TrendingDown',
+    'TrendingFlat',
+    'TrendingUp',
+    'Tune',
+    'Tungsten',
+    'TurnLeft',
+    'TurnRight',
+    'TurnSlightLeft',
+    'TurnSlightRight',
+    'Unarchive',
+    'Undo',
+    'UnfoldLessDouble',
+    'UnfoldLess',
+    'UnfoldMoreDouble',
+    'UnfoldMore',
+    'Unsubscribe',
+    'Upcoming',
+    'UpdateDisabled',
+    'Update',
+    'Upgrade',
+    'UploadFile',
+    'Upload',
+    'Verified',
+    'VerifiedUser',
+    'ViewAgenda',
+    'ViewArray',
+    'ViewCarousel',
+    'ViewColumn',
+    'ViewComfy',
+    'ViewCompact',
+    'ViewCozy',
+    'ViewDay',
+    'ViewHeadline',
+    'ViewKanban',
+    'ViewList',
+    'ViewModule',
+    'ViewQuilt',
+    'ViewSidebar',
+    'ViewStream',
+    'ViewTimeline',
+    'ViewWeek',
+    'VisibilityOff',
+    'Visibility',
+    'Warehouse',
+    'Warning',
+    'Webhook',
+    'Whatshot',
+    'Widgets',
+    'Wifi',
+    'Window',
+    'WorkHistory',
+    'WorkOff',
+    'Work',
+    'WorkspacePremium',
+    'Workspaces',
+    'Wysiwyg',
+    'ZoomInMap',
+    'ZoomIn',
+    'ZoomOutMap',
+];
diff --git a/datahub-web-react/src/alchemy-components/components/Icon/index.ts b/datahub-web-react/src/alchemy-components/components/Icon/index.ts
new file mode 100644
index 00000000000000..23ca0a7ef7da2f
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Icon/index.ts
@@ -0,0 +1,3 @@
+export { Icon, iconDefaults } from './Icon';
+export type { IconProps, IconNames } from './types';
+export { AVAILABLE_ICONS } from './constants';
diff --git a/datahub-web-react/src/alchemy-components/components/Icon/types.ts b/datahub-web-react/src/alchemy-components/components/Icon/types.ts
new file mode 100644
index 00000000000000..f5a050e9338a71
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Icon/types.ts
@@ -0,0 +1,23 @@
+import { HTMLAttributes } from 'react';
+
+import type { FontSizeOptions, FontColorOptions, RotationOptions } from '@components/theme/config';
+import { AVAILABLE_ICONS } from './constants';
+
+// Utility function to create an enum from an array of strings
+function createEnum<T extends string>(values: T[]): { [K in T]: K } {
+    return values.reduce((acc, value) => {
+        acc[value] = value;
+        return acc;
+    }, Object.create(null));
+}
+
+const names = createEnum(AVAILABLE_ICONS);
+export type IconNames = keyof typeof names;
+
+export interface IconProps extends HTMLAttributes<HTMLElement> {
+    icon: IconNames;
+    variant?: 'filled' | 'outline';
+    size?: FontSizeOptions;
+    color?: FontColorOptions;
+    rotate?: RotationOptions;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Icon/utils.ts b/datahub-web-react/src/alchemy-components/components/Icon/utils.ts
new file mode 100644
index 00000000000000..1137b3da28bc7a
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Icon/utils.ts
@@ -0,0 +1,29 @@
+import * as materialIcons from '@mui/icons-material';
+
+export const getIconNames = () => {
+    // We only want "Filled" (mui default) and "Outlined" icons
+    const filtered = Object.keys(materialIcons).filter(
+        (key) =>
+            !key.includes('Filled') && !key.includes('TwoTone') && !key.includes('Rounded') && !key.includes('Sharp'),
+    );
+
+    const filled: string[] = [];
+    const outlined: string[] = [];
+
+    filtered.forEach((key) => {
+        if (key.includes('Outlined')) {
+            outlined.push(key);
+        } else if (!key.includes('Outlined')) {
+            filled.push(key);
+        }
+    });
+
+    return {
+        filled,
+        outlined,
+    };
+};
+
+export const getIconComponent = (icon: string) => {
+    return materialIcons[icon];
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Input/Input.stories.tsx b/datahub-web-react/src/alchemy-components/components/Input/Input.stories.tsx
new file mode 100644
index 00000000000000..053e952b62a2e9
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Input/Input.stories.tsx
@@ -0,0 +1,177 @@
+import React from 'react';
+
+import type { Meta, StoryObj } from '@storybook/react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+
+import { GridList } from '@components/.docs/mdx-components';
+import { AVAILABLE_ICONS } from '../Icon';
+
+import { Input, inputDefaults } from './Input';
+
+const meta = {
+    title: 'Forms / Input',
+    component: Input,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'A component that is used to get user input in a single line field.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        value: {
+            description: 'Value for the Input.',
+            table: {
+                defaultValue: { summary: inputDefaults.value as string },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        label: {
+            description: 'Label for the Input.',
+            table: {
+                defaultValue: { summary: inputDefaults.label },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        placeholder: {
+            description: 'Placeholder for the Input.',
+            table: {
+                defaultValue: { summary: inputDefaults.placeholder },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        icon: {
+            description: 'The icon to display in the Input.',
+            type: 'string',
+            options: AVAILABLE_ICONS,
+            table: {
+                defaultValue: { summary: 'undefined' },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        error: {
+            description: 'Enforce error state on the Input.',
+            table: {
+                defaultValue: { summary: inputDefaults.error },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        warning: {
+            description: 'Enforce warning state on the Input.',
+            table: {
+                defaultValue: { summary: inputDefaults.warning },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        isSuccess: {
+            description: 'Enforce success state on the Input.',
+            table: {
+                defaultValue: { summary: inputDefaults?.isSuccess?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isDisabled: {
+            description: 'Whether the Input is in disabled state.',
+            table: {
+                defaultValue: { summary: inputDefaults?.isDisabled?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isInvalid: {
+            description: 'Whether the Input is an invalid state.',
+            table: {
+                defaultValue: { summary: inputDefaults?.isInvalid?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isReadOnly: {
+            description: 'Whether the Input is in readonly mode.',
+            table: {
+                defaultValue: { summary: inputDefaults?.isReadOnly?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isPassword: {
+            description: 'Whether the Input has a password type.',
+            table: {
+                defaultValue: { summary: inputDefaults?.isPassword?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isRequired: {
+            description: 'Whether the Input is a required field.',
+            table: {
+                defaultValue: { summary: inputDefaults?.isRequired?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+    },
+    args: {
+        value: inputDefaults.value,
+        label: inputDefaults.label,
+        placeholder: inputDefaults.placeholder,
+        icon: inputDefaults.icon,
+        error: inputDefaults.error,
+        warning: inputDefaults.warning,
+        isSuccess: inputDefaults.isSuccess,
+        isDisabled: inputDefaults.isDisabled,
+        isInvalid: inputDefaults.isInvalid,
+        isReadOnly: inputDefaults.isReadOnly,
+        isPassword: inputDefaults.isPassword,
+        isRequired: inputDefaults.isRequired,
+    },
+} satisfies Meta<typeof Input>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Input {...props} />,
+};
+
+export const status = () => (
+    <GridList width="400px" isVertical>
+        <Input label="Success Status" isSuccess />
+        <Input label="Error Status" isInvalid error="Error Message" />
+        <Input label="Warning Status" warning="Warning Message" />
+    </GridList>
+);
+
+export const states = () => (
+    <GridList width="400px" isVertical>
+        <Input label="Disabled" isDisabled />
+        <Input label="Readonly" isReadOnly />
+        <Input label="Required" isRequired />
+        <Input label="Password" isPassword />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Input/Input.tsx b/datahub-web-react/src/alchemy-components/components/Input/Input.tsx
new file mode 100644
index 00000000000000..976fc47ffc5948
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Input/Input.tsx
@@ -0,0 +1,97 @@
+import { Tooltip } from '@components';
+import React from 'react';
+
+import { InputProps } from './types';
+
+import { ErrorMessage, InputContainer, InputField, InputWrapper, Label, Required, WarningMessage } from './components';
+
+import { Icon } from '../Icon';
+import { getInputType } from './utils';
+
+export const inputDefaults: InputProps = {
+    value: '',
+    setValue: () => {},
+    label: 'Label',
+    placeholder: 'Placeholder',
+    error: '',
+    warning: '',
+    isSuccess: false,
+    isDisabled: false,
+    isInvalid: false,
+    isReadOnly: false,
+    isPassword: false,
+    isRequired: false,
+    errorOnHover: false,
+    type: 'text',
+};
+
+export const Input = ({
+    value = inputDefaults.value,
+    setValue = inputDefaults.setValue,
+    label = inputDefaults.label,
+    placeholder = inputDefaults.placeholder,
+    icon, // default undefined
+    error = inputDefaults.error,
+    warning = inputDefaults.warning,
+    isSuccess = inputDefaults.isSuccess,
+    isDisabled = inputDefaults.isDisabled,
+    isInvalid = inputDefaults.isInvalid,
+    isReadOnly = inputDefaults.isReadOnly,
+    isPassword = inputDefaults.isPassword,
+    isRequired = inputDefaults.isRequired,
+    errorOnHover = inputDefaults.errorOnHover,
+    type = inputDefaults.type,
+    id,
+    ...props
+}: InputProps) => {
+    // Invalid state is always true if error is present
+    let invalid = isInvalid;
+    if (error) invalid = true;
+
+    // Show/hide password text
+    const [showPassword, setShowPassword] = React.useState(false);
+    const passwordIcon = showPassword ? 'Visibility' : 'VisibilityOff';
+
+    // Input base props
+    const inputBaseProps = {
+        label,
+        isSuccess,
+        error,
+        warning,
+        isDisabled,
+        isInvalid: invalid,
+    };
+
+    return (
+        <InputWrapper {...props}>
+            {label && (
+                <Label aria-label={label}>
+                    {label} {isRequired && <Required>*</Required>}
+                </Label>
+            )}
+            <InputContainer {...inputBaseProps}>
+                {icon && <Icon icon={icon} size="lg" />}
+                <InputField
+                    value={value}
+                    onChange={(e) => setValue?.(e.target.value)}
+                    type={getInputType(type, isPassword, showPassword)}
+                    placeholder={placeholder}
+                    readOnly={isReadOnly}
+                    disabled={isDisabled}
+                    required={isRequired}
+                    id={id}
+                />
+                {!isPassword && (
+                    <Tooltip title={errorOnHover ? error : ''} showArrow={false}>
+                        {invalid && <Icon icon="WarningAmber" color="red" size="lg" />}
+                        {isSuccess && <Icon icon="CheckCircle" color="green" size="lg" />}
+                        {warning && <Icon icon="ErrorOutline" color="yellow" size="lg" />}
+                    </Tooltip>
+                )}
+                {isPassword && <Icon onClick={() => setShowPassword(!showPassword)} icon={passwordIcon} size="lg" />}
+            </InputContainer>
+            {invalid && error && !errorOnHover && <ErrorMessage>{error}</ErrorMessage>}
+            {warning && <WarningMessage>{warning}</WarningMessage>}
+        </InputWrapper>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Input/components.ts b/datahub-web-react/src/alchemy-components/components/Input/components.ts
new file mode 100644
index 00000000000000..d1c337642d9cd8
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Input/components.ts
@@ -0,0 +1,92 @@
+import styled from 'styled-components';
+
+import theme, { borders, colors, radius, spacing, typography } from '@components/theme';
+import { getStatusColors } from '@components/theme/utils';
+
+import {
+    INPUT_MAX_HEIGHT,
+    formLabelTextStyles,
+    inputValueTextStyles,
+    inputPlaceholderTextStyles,
+} from '../commonStyles';
+
+import type { InputProps } from './types';
+
+const defaultFlexStyles = {
+    display: 'flex',
+    justifyContent: 'space-between',
+    alignItems: 'center',
+};
+
+const defaultMessageStyles = {
+    marginTop: spacing.xxsm,
+    fontSize: typography.fontSizes.sm,
+};
+
+export const InputWrapper = styled.div({
+    ...defaultFlexStyles,
+    alignItems: 'flex-start',
+    flexDirection: 'column',
+    width: '100%',
+});
+
+export const InputContainer = styled.div(
+    ({ isSuccess, warning, isDisabled, isInvalid }: InputProps) => ({
+        border: `${borders['1px']} ${getStatusColors(isSuccess, warning, isInvalid)}`,
+        backgroundColor: isDisabled ? colors.gray[100] : colors.white,
+        paddingRight: spacing.md,
+    }),
+    {
+        ...defaultFlexStyles,
+        width: '100%',
+        maxHeight: INPUT_MAX_HEIGHT,
+        overflow: 'hidden',
+        borderRadius: radius.md,
+        flex: 1,
+        color: colors.gray[400], // 1st icon color
+
+        '&:focus-within': {
+            borderColor: colors.violet[200],
+            outline: `${borders['1px']} ${colors.violet[200]}`,
+        },
+    },
+);
+
+export const InputField = styled.input({
+    padding: `${spacing.sm} ${spacing.md}`,
+    lineHeight: typography.lineHeights.normal,
+    maxHeight: INPUT_MAX_HEIGHT,
+    border: borders.none,
+    width: '100%',
+
+    // Shared common input text styles
+    ...inputValueTextStyles(),
+
+    '&::placeholder': {
+        ...inputPlaceholderTextStyles,
+    },
+
+    '&:focus': {
+        outline: 'none',
+    },
+});
+
+export const Required = styled.span({
+    color: colors.red[500],
+});
+
+export const Label = styled.div({
+    ...formLabelTextStyles,
+    marginBottom: spacing.xsm,
+    textAlign: 'left',
+});
+
+export const ErrorMessage = styled.div({
+    ...defaultMessageStyles,
+    color: theme.semanticTokens.colors.error,
+});
+
+export const WarningMessage = styled.div({
+    ...defaultMessageStyles,
+    color: theme.semanticTokens.colors.warning,
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Input/index.ts b/datahub-web-react/src/alchemy-components/components/Input/index.ts
new file mode 100644
index 00000000000000..336a9b4dd08e97
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Input/index.ts
@@ -0,0 +1,2 @@
+export { Input, inputDefaults } from './Input';
+export type { InputProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Input/types.ts b/datahub-web-react/src/alchemy-components/components/Input/types.ts
new file mode 100644
index 00000000000000..1b2abf132d3283
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Input/types.ts
@@ -0,0 +1,22 @@
+import { InputHTMLAttributes } from 'react';
+
+import { IconNames } from '../Icon';
+
+export interface InputProps extends InputHTMLAttributes<HTMLInputElement> {
+    value?: string | number | readonly string[] | undefined;
+    setValue?: React.Dispatch<React.SetStateAction<string>>;
+    label: string;
+    placeholder?: string;
+    icon?: IconNames;
+    error?: string;
+    warning?: string;
+    isSuccess?: boolean;
+    isDisabled?: boolean;
+    isInvalid?: boolean;
+    isReadOnly?: boolean;
+    isPassword?: boolean;
+    isRequired?: boolean;
+    errorOnHover?: boolean;
+    id?: string;
+    type?: string;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Input/utils.ts b/datahub-web-react/src/alchemy-components/components/Input/utils.ts
new file mode 100644
index 00000000000000..142a93232485b3
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Input/utils.ts
@@ -0,0 +1,5 @@
+export const getInputType = (type?: string, isPassword?: boolean, showPassword?: boolean) => {
+    if (type) return type;
+    if (isPassword && !showPassword) return 'password';
+    return 'text';
+};
diff --git a/datahub-web-react/src/alchemy-components/components/LineChart/LineChart.stories.tsx b/datahub-web-react/src/alchemy-components/components/LineChart/LineChart.stories.tsx
new file mode 100644
index 00000000000000..8cce0369918a2e
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/LineChart/LineChart.stories.tsx
@@ -0,0 +1,96 @@
+import React from 'react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import type { Meta, StoryObj } from '@storybook/react';
+import { LineChart } from './LineChart';
+import { getMockedProps } from '../BarChart/utils';
+
+const meta = {
+    title: 'Charts / LineChart',
+    component: LineChart,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.EXPERIMENTAL],
+        docs: {
+            subtitle: 'A component that is used to show LineChart',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        data: {
+            description: 'Array of datum to show',
+        },
+        xAccessor: {
+            description: 'A function to convert datum to value of X',
+        },
+        yAccessor: {
+            description: 'A function to convert datum to value of Y',
+        },
+        renderTooltipContent: {
+            description: 'A function to replace default rendering of toolbar',
+        },
+        margin: {
+            description: 'Add margins to chart',
+        },
+        leftAxisTickFormat: {
+            description: 'A function to format labels of left axis',
+        },
+        leftAxisTickLabelProps: {
+            description: 'Props for label of left axis',
+        },
+        bottomAxisTickFormat: {
+            description: 'A function to format labels of bottom axis',
+        },
+        bottomAxisTickLabelProps: {
+            description: 'Props for label of bottom axis',
+        },
+        lineColor: {
+            description: 'Color of line on chart',
+            control: {
+                type: 'color',
+            },
+        },
+        areaColor: {
+            description: 'Color of area under line',
+            control: {
+                type: 'color',
+            },
+        },
+        gridColor: {
+            description: "Color of grid's lines",
+            control: {
+                type: 'color',
+            },
+        },
+        renderGradients: {
+            description: 'A function to render different gradients that can be used as colors',
+        },
+        toolbarVerticalCrosshairStyle: {
+            description: "Styles of toolbar's vertical line",
+        },
+        renderTooltipGlyph: {
+            description: 'A function to render a glyph',
+        },
+    },
+
+    // Define defaults
+    args: {
+        ...getMockedProps(),
+        renderTooltipContent: (datum) => <>DATUM: {JSON.stringify(datum)}</>,
+    },
+} satisfies Meta<typeof LineChart>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => (
+        <div style={{ width: '900px', height: '350px' }}>
+            <LineChart {...props} />
+        </div>
+    ),
+};
diff --git a/datahub-web-react/src/alchemy-components/components/LineChart/LineChart.tsx b/datahub-web-react/src/alchemy-components/components/LineChart/LineChart.tsx
new file mode 100644
index 00000000000000..22580122ccf84f
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/LineChart/LineChart.tsx
@@ -0,0 +1,178 @@
+import { colors } from '@src/alchemy-components/theme';
+// import { abbreviateNumber } from '@src/app/dataviz/utils';
+import { TickLabelProps } from '@visx/axis';
+import { curveMonotoneX } from '@visx/curve';
+import { LinearGradient } from '@visx/gradient';
+import { ParentSize } from '@visx/responsive';
+import { AreaSeries, Axis, AxisScale, Grid, LineSeries, Tooltip, XYChart } from '@visx/xychart';
+import dayjs from 'dayjs';
+import React, { useState } from 'react';
+import { Popover } from '../Popover';
+import { ChartWrapper } from './components';
+import { LineChartProps } from './types';
+import { abbreviateNumber } from '../dataviz/utils';
+
+const commonTickLabelProps: TickLabelProps<any> = {
+    fontSize: 10,
+    fontFamily: 'Mulish',
+    fill: colors.gray[1700],
+};
+
+const GLYPH_DROP_SHADOW_FILTER = `
+    drop-shadow(0px 1px 3px rgba(33, 23, 95, 0.30))
+    drop-shadow(0px 2px 5px rgba(33, 23, 95, 0.25))
+    drop-shadow(0px -2px 5px rgba(33, 23, 95, 0.25)
+`;
+
+export const lineChartDefault: LineChartProps<any> = {
+    data: [],
+    xAccessor: (datum) => datum?.x,
+    yAccessor: (datum) => datum?.y,
+    leftAxisTickFormat: abbreviateNumber,
+    leftAxisTickLabelProps: {
+        ...commonTickLabelProps,
+        textAnchor: 'end',
+    },
+    bottomAxisTickFormat: (x) => dayjs(x).format('D MMM'),
+    bottomAxisTickLabelProps: {
+        ...commonTickLabelProps,
+        textAnchor: 'middle',
+        verticalAnchor: 'start',
+    },
+    lineColor: colors.violet[500],
+    areaColor: 'url(#line-gradient)',
+    gridColor: '#e0e0e0',
+    renderGradients: () => (
+        <LinearGradient id="line-gradient" from={colors.violet[200]} to={colors.white} toOpacity={0.6} />
+    ),
+    toolbarVerticalCrosshairStyle: {
+        stroke: colors.white,
+        strokeWidth: 2,
+        filter: GLYPH_DROP_SHADOW_FILTER,
+    },
+    renderTooltipGlyph: (props) => {
+        return (
+            <>
+                <circle cx={props.x} cy={props.y} r="8" fill={colors.white} filter={GLYPH_DROP_SHADOW_FILTER} />
+                <circle cx={props.x} cy={props.y} r="6" fill={colors.violet[500]} />
+            </>
+        );
+    },
+};
+
+export function LineChart<DatumType extends object>({
+    data,
+    xAccessor = lineChartDefault.xAccessor,
+    yAccessor = lineChartDefault.yAccessor,
+    renderTooltipContent,
+    margin,
+    leftAxisTickFormat = lineChartDefault.leftAxisTickFormat,
+    leftAxisTickLabelProps = lineChartDefault.leftAxisTickLabelProps,
+    bottomAxisTickFormat = lineChartDefault.bottomAxisTickFormat,
+    bottomAxisTickLabelProps = lineChartDefault.bottomAxisTickLabelProps,
+    lineColor = lineChartDefault.lineColor,
+    areaColor = lineChartDefault.areaColor,
+    gridColor = lineChartDefault.gridColor,
+    renderGradients = lineChartDefault.renderGradients,
+    toolbarVerticalCrosshairStyle = lineChartDefault.toolbarVerticalCrosshairStyle,
+    renderTooltipGlyph = lineChartDefault.renderTooltipGlyph,
+}: LineChartProps<DatumType>) {
+    const [showGrid, setShowGrid] = useState<boolean>(false);
+
+    // FYI: additional margins to show left and bottom axises
+    const internalMargin = {
+        top: (margin?.top ?? 0) + 30,
+        right: (margin?.right ?? 0) + 20,
+        bottom: (margin?.bottom ?? 0) + 35,
+        left: (margin?.left ?? 0) + 40,
+    };
+
+    const accessors = { xAccessor, yAccessor };
+
+    return (
+        <ChartWrapper onMouseEnter={() => setShowGrid(true)} onMouseLeave={() => setShowGrid(false)}>
+            <ParentSize>
+                {({ width, height }) => {
+                    return (
+                        <XYChart
+                            width={width}
+                            height={height}
+                            xScale={{ type: 'time' }}
+                            yScale={{ type: 'linear', nice: true, round: true }}
+                            margin={internalMargin}
+                            captureEvents
+                        >
+                            {renderGradients?.()}
+
+                            <Axis
+                                orientation="left"
+                                tickFormat={leftAxisTickFormat}
+                                tickLabelProps={leftAxisTickLabelProps}
+                                hideAxisLine
+                                hideTicks
+                            />
+
+                            <Axis
+                                orientation="bottom"
+                                numTicks={Math.floor(data.length / 2)}
+                                tickFormat={bottomAxisTickFormat}
+                                tickLabelProps={bottomAxisTickLabelProps}
+                                hideAxisLine
+                                hideTicks
+                            />
+
+                            <line
+                                x1={internalMargin.left}
+                                x2={internalMargin.left}
+                                y1={0}
+                                y2={height - internalMargin.bottom}
+                                stroke={gridColor}
+                            />
+
+                            {showGrid && (
+                                <Grid rows={false} columns stroke={gridColor} numTicks={data.length} lineStyle={{}} />
+                            )}
+
+                            <AreaSeries<AxisScale, AxisScale, DatumType>
+                                dataKey="line-chart-seria-01"
+                                data={data}
+                                fill={areaColor}
+                                curve={curveMonotoneX}
+                                {...accessors}
+                            />
+                            <LineSeries<AxisScale, AxisScale, DatumType>
+                                dataKey="line-chart-seria-01"
+                                data={data}
+                                stroke={lineColor}
+                                curve={curveMonotoneX}
+                                {...accessors}
+                            />
+
+                            <Tooltip<DatumType>
+                                snapTooltipToDatumX
+                                snapTooltipToDatumY
+                                showVerticalCrosshair
+                                applyPositionStyle
+                                showSeriesGlyphs
+                                verticalCrosshairStyle={toolbarVerticalCrosshairStyle}
+                                renderGlyph={renderTooltipGlyph}
+                                unstyled
+                                renderTooltip={({ tooltipData }) => {
+                                    return (
+                                        tooltipData?.nearestDatum && (
+                                            <Popover
+                                                open
+                                                placement="topLeft"
+                                                content={renderTooltipContent?.(tooltipData.nearestDatum.datum)}
+                                            />
+                                        )
+                                    );
+                                }}
+                            />
+                        </XYChart>
+                    );
+                }}
+            </ParentSize>
+        </ChartWrapper>
+    );
+}
diff --git a/datahub-web-react/src/alchemy-components/components/LineChart/components.tsx b/datahub-web-react/src/alchemy-components/components/LineChart/components.tsx
new file mode 100644
index 00000000000000..fb6c0cf1ced784
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/LineChart/components.tsx
@@ -0,0 +1,8 @@
+import styled from 'styled-components';
+
+export const ChartWrapper = styled.div`
+    width: 100%;
+    height: 100%;
+    position: relative;
+    cursor: pointer;
+`;
diff --git a/datahub-web-react/src/alchemy-components/components/LineChart/index.ts b/datahub-web-react/src/alchemy-components/components/LineChart/index.ts
new file mode 100644
index 00000000000000..7fca9300d578ca
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/LineChart/index.ts
@@ -0,0 +1 @@
+export { LineChart } from './LineChart';
diff --git a/datahub-web-react/src/alchemy-components/components/LineChart/types.ts b/datahub-web-react/src/alchemy-components/components/LineChart/types.ts
new file mode 100644
index 00000000000000..cf45662ba7cf90
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/LineChart/types.ts
@@ -0,0 +1,22 @@
+import { TickFormatter, TickLabelProps } from '@visx/axis';
+import { Margin } from '@visx/xychart';
+import { RenderTooltipGlyphProps } from '@visx/xychart/lib/components/Tooltip';
+import React from 'react';
+
+export type LineChartProps<DatumType extends object> = {
+    data: DatumType[];
+    xAccessor: (datum: DatumType) => string | number;
+    yAccessor: (datum: DatumType) => number;
+    renderTooltipContent?: (datum: DatumType) => React.ReactNode;
+    margin?: Margin;
+    leftAxisTickFormat?: TickFormatter<DatumType>;
+    leftAxisTickLabelProps?: TickLabelProps<DatumType>;
+    bottomAxisTickFormat?: TickFormatter<DatumType>;
+    bottomAxisTickLabelProps?: TickLabelProps<DatumType>;
+    lineColor?: string;
+    areaColor?: string;
+    gridColor?: string;
+    renderGradients?: () => React.ReactNode;
+    toolbarVerticalCrosshairStyle?: React.SVGProps<SVGLineElement>;
+    renderTooltipGlyph?: (props: RenderTooltipGlyphProps<object>) => React.ReactNode | undefined;
+};
diff --git a/datahub-web-react/src/alchemy-components/components/PageTitle/PageTitle.stories.tsx b/datahub-web-react/src/alchemy-components/components/PageTitle/PageTitle.stories.tsx
new file mode 100644
index 00000000000000..7016ecbc7c90a0
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/PageTitle/PageTitle.stories.tsx
@@ -0,0 +1,71 @@
+import React from 'react';
+
+import type { Meta, StoryObj } from '@storybook/react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import { PageTitle } from '.';
+
+// Auto Docs
+const meta = {
+    title: 'Pages / Page Title',
+    component: PageTitle,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'Used to render the title and subtitle for a page.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        title: {
+            description: 'The title text',
+        },
+        subTitle: {
+            description: 'The subtitle text',
+        },
+        variant: {
+            description: 'The variant of header based on its usage',
+        },
+    },
+
+    // Define default args
+    args: {
+        title: 'Automations',
+        subTitle: 'Create & manage automations',
+        variant: 'pageHeader',
+    },
+} satisfies Meta<typeof PageTitle>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <PageTitle {...props} />,
+};
+
+export const withLink = () => (
+    <PageTitle
+        title="Automations"
+        subTitle={
+            <>
+                Lorem ipsum dolor sit amet, consectetur adipiscing elit. Maecenas aliquet nulla id felis vehicula, et
+                posuere dui dapibus. <a href="/">Nullam rhoncus massa non tortor convallis</a>, in blandit turpis
+                rutrum. Morbi tempus velit mauris, at mattis metus mattis sed. Nunc molestie efficitur lectus, vel
+                mollis eros.
+            </>
+        }
+    />
+);
+
+export const sectionHeader = () => (
+    <PageTitle title="Section header title" subTitle="Section header subtitle text" variant="sectionHeader" />
+);
diff --git a/datahub-web-react/src/alchemy-components/components/PageTitle/PageTitle.tsx b/datahub-web-react/src/alchemy-components/components/PageTitle/PageTitle.tsx
new file mode 100644
index 00000000000000..3dcf42ff2fc0e2
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/PageTitle/PageTitle.tsx
@@ -0,0 +1,17 @@
+import React from 'react';
+import { PageTitleProps } from './types';
+import { Container, SubTitle, Title } from './components';
+import { Pill } from '../Pills';
+
+export const PageTitle = ({ title, subTitle, pillLabel, variant = 'pageHeader' }: PageTitleProps) => {
+    return (
+        <Container>
+            <Title variant={variant}>
+                {title}
+                {pillLabel ? <Pill label={pillLabel} size="sm" clickable={false} /> : null}
+            </Title>
+
+            {subTitle ? <SubTitle variant={variant}>{subTitle}</SubTitle> : null}
+        </Container>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/PageTitle/components.ts b/datahub-web-react/src/alchemy-components/components/PageTitle/components.ts
new file mode 100644
index 00000000000000..328323434e0403
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/PageTitle/components.ts
@@ -0,0 +1,52 @@
+import styled from 'styled-components';
+import { typography, colors } from '@components/theme';
+import { getHeaderSubtitleStyles, getHeaderTitleStyles } from './utils';
+
+// Text Styles
+const titleStyles = {
+    display: 'flex',
+    alignItems: 'center',
+    gap: 8,
+    fontWeight: typography.fontWeights.bold,
+    color: colors.gray[600],
+};
+
+const subTitleStyles = {
+    fontWeight: typography.fontWeights.normal,
+    color: colors.gray[1700],
+};
+
+// Default styles
+const baseStyles = {
+    fontFamily: typography.fonts.body,
+    margin: 0,
+
+    '& a': {
+        color: colors.violet[400],
+        textDecoration: 'none',
+        transition: 'color 0.15s ease',
+
+        '&:hover': {
+            color: colors.violet[500],
+        },
+    },
+};
+
+export const Container = styled.div`
+    display: flex;
+    flex-direction: column;
+    align-items: start;
+    justify-content: start;
+`;
+
+export const Title = styled.div<{ variant: string }>(({ variant }) => ({
+    ...baseStyles,
+    ...titleStyles,
+    ...getHeaderTitleStyles(variant),
+}));
+
+export const SubTitle = styled.div<{ variant: string }>(({ variant }) => ({
+    ...baseStyles,
+    ...subTitleStyles,
+    ...getHeaderSubtitleStyles(variant),
+}));
diff --git a/datahub-web-react/src/alchemy-components/components/PageTitle/index.ts b/datahub-web-react/src/alchemy-components/components/PageTitle/index.ts
new file mode 100644
index 00000000000000..2888306f7c9a66
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/PageTitle/index.ts
@@ -0,0 +1 @@
+export { PageTitle } from './PageTitle';
diff --git a/datahub-web-react/src/alchemy-components/components/PageTitle/types.ts b/datahub-web-react/src/alchemy-components/components/PageTitle/types.ts
new file mode 100644
index 00000000000000..fb1e207d0bbd7b
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/PageTitle/types.ts
@@ -0,0 +1,8 @@
+import React from 'react';
+
+export interface PageTitleProps {
+    title: string;
+    subTitle?: string | React.ReactNode;
+    pillLabel?: string;
+    variant?: 'pageHeader' | 'sectionHeader';
+}
diff --git a/datahub-web-react/src/alchemy-components/components/PageTitle/utils.ts b/datahub-web-react/src/alchemy-components/components/PageTitle/utils.ts
new file mode 100644
index 00000000000000..fe6d18688f31f1
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/PageTitle/utils.ts
@@ -0,0 +1,27 @@
+import { typography } from '@components/theme';
+
+export const getHeaderTitleStyles = (variant) => {
+    if (variant === 'sectionHeader') {
+        return {
+            fontSize: typography.fontSizes.lg,
+            lineHeight: typography.lineHeights.lg,
+        };
+    }
+    return {
+        fontSize: typography.fontSizes['3xl'],
+        lineHeight: typography.lineHeights['3xl'],
+    };
+};
+
+export const getHeaderSubtitleStyles = (variant) => {
+    if (variant === 'sectionHeader') {
+        return {
+            fontSize: typography.fontSizes.md,
+            lineHeight: typography.lineHeights.md,
+        };
+    }
+    return {
+        fontSize: typography.fontSizes.lg,
+        lineHeight: typography.lineHeights.lg,
+    };
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Pills/Pill.stories.tsx b/datahub-web-react/src/alchemy-components/components/Pills/Pill.stories.tsx
new file mode 100644
index 00000000000000..d5cdffef6d6bd3
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Pills/Pill.stories.tsx
@@ -0,0 +1,126 @@
+import React from 'react';
+
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import type { Meta, StoryObj } from '@storybook/react';
+
+import { GridList } from '@components/.docs/mdx-components';
+import { AVAILABLE_ICONS } from '../Icon';
+import { Pill, pillDefault } from './Pill';
+
+const meta = {
+    title: 'Components / Pill',
+    component: Pill,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.EXPERIMENTAL],
+        docs: {
+            subtitle: 'A component that is used to get pill',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        label: {
+            description: 'Label for the Pill.',
+            table: {
+                defaultValue: { summary: pillDefault.label },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        leftIcon: {
+            description: 'The icon to display in the Pill icon.',
+            type: 'string',
+            options: AVAILABLE_ICONS,
+            control: {
+                type: 'select',
+            },
+        },
+        rightIcon: {
+            description: 'The icon to display in the Pill icon.',
+            type: 'string',
+            options: AVAILABLE_ICONS,
+            control: {
+                type: 'select',
+            },
+        },
+        size: {
+            description: 'The size of the pill.',
+            options: ['sm', 'md', 'lg', 'xl'],
+            table: {
+                defaultValue: { summary: pillDefault.size },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        variant: {
+            description: 'The size of the Pill.',
+            options: ['filled', 'outline'],
+            table: {
+                defaultValue: { summary: pillDefault.variant },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        colorScheme: {
+            description: 'The color of the Pill.',
+            options: ['violet', 'green', 'red', 'blue', 'gray'],
+            table: {
+                defaultValue: { summary: pillDefault.color },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+    },
+
+    // Define defaults
+    args: {
+        label: pillDefault.label,
+        leftIcon: pillDefault.leftIcon,
+        rightIcon: pillDefault.rightIcon,
+        size: pillDefault.size,
+        variant: pillDefault.variant,
+    },
+} satisfies Meta<typeof Pill>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Pill {...props} />,
+};
+
+export const sizes = () => (
+    <GridList>
+        <Pill label="Default" />
+        <Pill label="small" size="sm" />
+        <Pill label="large" size="lg" />
+    </GridList>
+);
+
+export const colors = () => (
+    <GridList>
+        <Pill label="Default" />
+        <Pill label="Violet" colorScheme="violet" />
+        <Pill label="Green" colorScheme="green" />
+        <Pill label="Red" colorScheme="red" />
+        <Pill label="Blue" colorScheme="blue" />
+        <Pill label="Gray" colorScheme="gray" />
+    </GridList>
+);
+
+export const withIcon = () => (
+    <GridList>
+        <Pill label="left icon" leftIcon="AutoMode" />
+        <Pill label="right icon" rightIcon="Close" />
+        <Pill label="both icon" leftIcon="AutoMode" rightIcon="Close" />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Pills/Pill.tsx b/datahub-web-react/src/alchemy-components/components/Pills/Pill.tsx
new file mode 100644
index 00000000000000..898ec89fce5957
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Pills/Pill.tsx
@@ -0,0 +1,42 @@
+import { Icon } from '@components';
+import React from 'react';
+
+import { PillContainer, PillText } from './components';
+import { PillProps } from './types';
+
+export const pillDefault: PillProps = {
+    label: 'Label',
+    size: 'md',
+    variant: 'filled',
+    clickable: true,
+};
+
+export function Pill({
+    label = pillDefault.label,
+    size = pillDefault.size,
+    leftIcon,
+    rightIcon,
+    colorScheme,
+    variant = pillDefault.variant,
+    clickable = pillDefault.clickable,
+    id,
+    onClickRightIcon,
+    onClickLeftIcon,
+    onPillClick,
+}: PillProps) {
+    return (
+        <PillContainer
+            variant={variant}
+            colorScheme={colorScheme}
+            size={size}
+            clickable={clickable}
+            id={id}
+            data-testid="pill-container"
+            onClick={onPillClick}
+        >
+            {leftIcon && <Icon icon={leftIcon} size={size} onClick={onClickLeftIcon} />}
+            <PillText>{label}</PillText>
+            {rightIcon && <Icon icon={rightIcon} size={size} onClick={onClickRightIcon} />}
+        </PillContainer>
+    );
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Pills/components.ts b/datahub-web-react/src/alchemy-components/components/Pills/components.ts
new file mode 100644
index 00000000000000..79734561a92da6
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Pills/components.ts
@@ -0,0 +1,33 @@
+import { spacing } from '@components/theme';
+import styled from 'styled-components';
+
+import { PillStyleProps } from './types';
+import { getPillStyle } from './utils';
+
+export const PillContainer = styled.div(
+    // Dynamic styles
+    (props: PillStyleProps) => ({ ...getPillStyle(props as PillStyleProps) }),
+    {
+        // Base root styles
+        display: 'inline-flex',
+        alignItems: 'center',
+        gap: spacing.xxsm,
+        cursor: 'pointer',
+        padding: '0px 8px',
+        borderRadius: '200px',
+        maxWidth: '100%',
+
+        // Base Disabled styles
+        '&:disabled': {
+            cursor: 'not-allowed',
+        },
+    },
+);
+
+export const PillText = styled.span({
+    maxWidth: '100%',
+    display: 'block',
+    whiteSpace: 'nowrap',
+    overflow: 'hidden',
+    textOverflow: 'ellipsis',
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Pills/index.ts b/datahub-web-react/src/alchemy-components/components/Pills/index.ts
new file mode 100644
index 00000000000000..85a76193db2670
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Pills/index.ts
@@ -0,0 +1 @@
+export { Pill } from './Pill';
diff --git a/datahub-web-react/src/alchemy-components/components/Pills/types.ts b/datahub-web-react/src/alchemy-components/components/Pills/types.ts
new file mode 100644
index 00000000000000..17d4d12465e1ef
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Pills/types.ts
@@ -0,0 +1,18 @@
+import { ColorOptions, SizeOptions, VariantOptions } from '@src/alchemy-components/theme/config';
+import { HTMLAttributes } from 'react';
+
+export interface PillStyleProps {
+    colorScheme?: ColorOptions; // need to keep colorScheme because HTMLAttributes also have color property
+    variant?: VariantOptions;
+    size?: SizeOptions;
+    clickable?: boolean;
+}
+
+export interface PillProps extends HTMLAttributes<HTMLElement>, PillStyleProps {
+    label: string;
+    rightIcon?: string;
+    leftIcon?: string;
+    onClickRightIcon?: (e: React.MouseEvent<HTMLElement, MouseEvent>) => void;
+    onClickLeftIcon?: (e: React.MouseEvent<HTMLElement, MouseEvent>) => void;
+    onPillClick?: (e: React.MouseEvent<HTMLElement, MouseEvent>) => void;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Pills/utils.ts b/datahub-web-react/src/alchemy-components/components/Pills/utils.ts
new file mode 100644
index 00000000000000..832bf95640982b
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Pills/utils.ts
@@ -0,0 +1,147 @@
+import { colors, typography } from '@src/alchemy-components/theme';
+import { getColor, getFontSize } from '@src/alchemy-components/theme/utils';
+import { PillStyleProps } from './types';
+
+// Utility function to get color styles for pill - does not generate CSS
+const getPillColorStyles = (variant, color) => {
+    const defaultStyles = {
+        bgColor: getColor(color, 100),
+        hoverBgColor: getColor('gray', 100),
+        borderColor: '',
+        activeBorderColor: getColor('violet', 500),
+        textColor: getColor(color, 600),
+    };
+
+    const colorOverrides = {
+        violet: {
+            textColor: getColor(color, 500),
+            bgColor: getColor('gray', 1000),
+            borderColor: 'transparent',
+            hoverBgColor: getColor(color, 100),
+            activeBorderColor: getColor(color, 500),
+        },
+        blue: {
+            textColor: getColor(color, 1000),
+            bgColor: getColor('gray', 1100),
+            borderColor: 'transparent',
+            hoverBgColor: getColor(color, 1100),
+            activeBorderColor: getColor(color, 1000),
+        },
+        red: {
+            textColor: getColor(color, 1000),
+            bgColor: getColor('gray', 1200),
+            hoverBgColor: getColor(color, 1100),
+            activeBorderColor: getColor(color, 1000),
+        },
+        green: {
+            textColor: getColor(color, 1000),
+            bgColor: getColor('gray', 1300),
+            hoverBgColor: getColor(color, 1100),
+            activeBorderColor: getColor(color, 1000),
+        },
+        yellow: {
+            textColor: getColor(color, 1000),
+            bgColor: getColor('gray', 1400),
+            hoverBgColor: getColor(color, 1100),
+            activeBorderColor: getColor(color, 1000),
+        },
+    };
+
+    const styles = colorOverrides[color] || defaultStyles;
+
+    if (variant === 'outline') {
+        return {
+            bgColor: colors.transparent,
+            borderColor: getColor('gray', 1400),
+            textColor: getColor(color, 600),
+        };
+    }
+
+    return styles;
+};
+
+// Generate variant styles for pill
+const getPillVariantStyles = (variant, colorStyles) =>
+    ({
+        filled: {
+            backgroundColor: colorStyles.bgColor,
+            border: `1px solid transparent`,
+            color: colorStyles.textColor,
+            '&:hover': {
+                backgroundColor: colorStyles.hoverBgColor,
+            },
+        },
+        outline: {
+            backgroundColor: 'transparent',
+            border: `1px solid ${colorStyles.borderColor}`,
+            color: colorStyles.textColor,
+            '&:hover': {
+                backgroundColor: colorStyles.hoverBgColor,
+                border: `1px solid transparent`,
+            },
+            '&:disabled': {
+                border: `1px solid transparent`,
+            },
+        },
+        text: {
+            color: colorStyles.textColor,
+        },
+    }[variant]);
+
+// Generate font styles for pill
+const getPillFontStyles = (size) => {
+    const baseFontStyles = {
+        fontFamily: typography.fonts.body,
+        fontWeight: typography.fontWeights.normal,
+        lineHeight: typography.lineHeights.none,
+    };
+
+    const sizeMap = {
+        xs: { fontSize: getFontSize(size), lineHeight: '16px' },
+        sm: { fontSize: getFontSize(size), lineHeight: '22px' },
+        md: { fontSize: getFontSize(size), lineHeight: '24px' },
+        lg: { fontSize: getFontSize(size), lineHeight: '30px' },
+        xl: { fontSize: getFontSize(size), lineHeight: '34px' },
+    };
+
+    return {
+        ...baseFontStyles,
+        ...sizeMap[size],
+    };
+};
+
+// Generate active styles for pill
+const getPillActiveStyles = (styleColors) => ({
+    borderColor: styleColors.activeBorderColor,
+});
+
+/*
+ * Main function to generate styles for pill
+ */
+export const getPillStyle = (props: PillStyleProps) => {
+    const { variant, colorScheme = 'gray', size, clickable = true } = props;
+
+    // Get map of colors
+    const colorStyles = getPillColorStyles(variant, colorScheme);
+
+    // Define styles for pill
+    let styles = {
+        ...getPillVariantStyles(variant, colorStyles),
+        ...getPillFontStyles(size),
+        '&:focus': {
+            ...getPillActiveStyles(colorStyles),
+            outline: 'none', // Remove default browser focus outline if needed
+        },
+        '&:active': {
+            ...getPillActiveStyles(colorStyles),
+        },
+    };
+    if (!clickable) {
+        styles = {
+            ...styles,
+            pointerEvents: 'none',
+        };
+    }
+
+    return styles;
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Popover/Popover.tsx b/datahub-web-react/src/alchemy-components/components/Popover/Popover.tsx
new file mode 100644
index 00000000000000..8f6ca61976b206
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Popover/Popover.tsx
@@ -0,0 +1,6 @@
+import { Popover, PopoverProps } from 'antd';
+import * as React from 'react';
+
+export default function DataHubPopover(props: PopoverProps & React.RefAttributes<unknown>) {
+    return <Popover {...props} showArrow={false} />;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Popover/index.ts b/datahub-web-react/src/alchemy-components/components/Popover/index.ts
new file mode 100644
index 00000000000000..02df6c38e8c4ea
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Popover/index.ts
@@ -0,0 +1 @@
+export { default as Popover } from './Popover';
diff --git a/datahub-web-react/src/alchemy-components/components/Radio/Radio.stories.tsx b/datahub-web-react/src/alchemy-components/components/Radio/Radio.stories.tsx
new file mode 100644
index 00000000000000..cb3116d7b8941b
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Radio/Radio.stories.tsx
@@ -0,0 +1,136 @@
+import React from 'react';
+import type { Meta, StoryObj } from '@storybook/react';
+import { GridList } from '@components/.docs/mdx-components';
+import { Radio, radioDefaults, RadioGroup } from './Radio';
+import { Heading } from '../Heading';
+import { RadioProps } from './types';
+
+const MOCK_RADIOS: RadioProps[] = [
+    {
+        label: 'Label 1',
+        error: '',
+        isChecked: false,
+        isDisabled: false,
+        isIntermediate: false,
+        isRequired: false,
+    },
+    {
+        label: 'Label 2',
+        error: '',
+        isChecked: false,
+        isDisabled: false,
+        isIntermediate: false,
+        isRequired: false,
+    },
+    {
+        label: 'Label 3',
+        error: '',
+        isChecked: false,
+        isDisabled: false,
+        isIntermediate: false,
+        isRequired: false,
+    },
+];
+
+const meta = {
+    title: 'Forms / Radio',
+    component: Radio,
+    parameters: {
+        layout: 'centered',
+        docs: {
+            subtitle: 'A component that is used to get user input in the state of a radio button.',
+        },
+    },
+    argTypes: {
+        label: {
+            description: 'Label for the Radio.',
+            table: {
+                defaultValue: { summary: radioDefaults.label },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        error: {
+            description: 'Enforce error state on the Radio.',
+            table: {
+                defaultValue: { summary: radioDefaults.error },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        isChecked: {
+            description: 'Whether the Radio is checked.',
+            table: {
+                defaultValue: { summary: radioDefaults?.isChecked?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isDisabled: {
+            description: 'Whether the Radio is in disabled state.',
+            table: {
+                defaultValue: { summary: radioDefaults?.isDisabled?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isRequired: {
+            description: 'Whether the Radio is a required field.',
+            table: {
+                defaultValue: { summary: radioDefaults?.isRequired?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+    },
+    args: {
+        label: radioDefaults.label,
+        error: radioDefaults.error,
+        isChecked: radioDefaults.isChecked,
+        isDisabled: radioDefaults.isDisabled,
+        isRequired: radioDefaults.isRequired,
+    },
+} satisfies Meta<typeof Radio>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Radio {...props} />,
+};
+
+export const states = () => (
+    <GridList>
+        <Radio label="Default" />
+        <Radio label="Checked" isChecked />
+        <Radio label="Error" isChecked error="Error" />
+        <Radio label="Required" isChecked isRequired />
+    </GridList>
+);
+
+export const disabledStates = () => (
+    <GridList>
+        <Radio label="Default" isDisabled />
+        <Radio label="Checked" isChecked isDisabled />
+    </GridList>
+);
+
+export const radioGroups = () => (
+    <GridList isVertical>
+        <div>
+            <Heading>Horizontal Radio Group</Heading>
+            <RadioGroup radios={MOCK_RADIOS} />
+        </div>
+        <div>
+            <Heading>Vertical Radio Group</Heading>
+            <RadioGroup isVertical radios={MOCK_RADIOS} />
+        </div>
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Radio/Radio.tsx b/datahub-web-react/src/alchemy-components/components/Radio/Radio.tsx
new file mode 100644
index 00000000000000..592c10ec88de8a
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Radio/Radio.tsx
@@ -0,0 +1,89 @@
+import React, { useEffect, useState } from 'react';
+import { RadioGroupProps, RadioProps } from './types';
+import {
+    RadioWrapper,
+    Checkmark,
+    HiddenInput,
+    Label,
+    Required,
+    RadioLabel,
+    RadioBase,
+    RadioGroupContainer,
+} from './components';
+
+export const radioDefaults = {
+    label: 'Label',
+    error: '',
+    isChecked: false,
+    isDisabled: false,
+    isRequired: false,
+    isVertical: false,
+    setIsChecked: () => {},
+};
+
+export const Radio = ({
+    label = radioDefaults.label,
+    error = radioDefaults.error,
+    isChecked = radioDefaults.isChecked,
+    isDisabled = radioDefaults.isDisabled,
+    isRequired = radioDefaults.isRequired,
+    setIsChecked = radioDefaults.setIsChecked,
+    ...props
+}: RadioProps) => {
+    const [checked, setChecked] = useState(isChecked || false);
+
+    useEffect(() => {
+        setChecked(isChecked || false);
+    }, [isChecked]);
+
+    const id = props.id || `checkbox-${label}`;
+
+    return (
+        <RadioWrapper disabled={isDisabled} error={error}>
+            <RadioBase>
+                <HiddenInput
+                    type="radio"
+                    id={label}
+                    value={label}
+                    checked={checked}
+                    disabled={isDisabled}
+                    onChange={() => {
+                        setChecked(true);
+                        setIsChecked?.(true);
+                    }}
+                    aria-label={label}
+                    aria-labelledby={id}
+                    aria-checked={checked}
+                    {...props}
+                />
+                <Checkmark checked={checked} disabled={isDisabled} error={error} />
+            </RadioBase>
+            {label && (
+                <RadioLabel>
+                    <Label onClick={() => setChecked(true)}>
+                        {label} {isRequired && <Required>*</Required>}
+                    </Label>
+                </RadioLabel>
+            )}
+        </RadioWrapper>
+    );
+};
+
+export const RadioGroup = ({ isVertical, radios }: RadioGroupProps) => {
+    if (!radios.length) {
+        return <></>;
+    }
+
+    return (
+        <RadioGroupContainer isVertical={isVertical}>
+            {radios.map((checkbox) => {
+                const props = { ...checkbox };
+                return (
+                    <React.Fragment key={checkbox.label}>
+                        <Radio {...props} />
+                    </React.Fragment>
+                );
+            })}
+        </RadioGroupContainer>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Radio/components.ts b/datahub-web-react/src/alchemy-components/components/Radio/components.ts
new file mode 100644
index 00000000000000..027971be179584
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Radio/components.ts
@@ -0,0 +1,83 @@
+import { borders, colors, radius, spacing } from '@components/theme';
+import styled from 'styled-components';
+import { formLabelTextStyles } from '../commonStyles';
+import { getRadioBorderColor, getRadioCheckmarkColor } from './utils';
+
+export const RadioWrapper = styled.div<{ disabled: boolean; error: string }>(({ disabled, error }) => ({
+    position: 'relative',
+    margin: '20px',
+    width: '20px',
+    height: '20px',
+    border: `${borders['2px']} ${getRadioBorderColor(disabled, error)}`,
+    backgroundColor: colors.white,
+    borderRadius: radius.full,
+    display: 'flex',
+    justifyContent: 'flex-start',
+    alignItems: 'center',
+    marginRight: '40px',
+    cursor: !disabled ? 'pointer' : 'none',
+    transition: 'border 0.3s ease, outline 0.3s ease',
+    '&:hover': {
+        border: `${borders['2px']} ${!disabled && !error ? colors.violet[500] : getRadioBorderColor(disabled, error)}`,
+        outline: !disabled && !error ? `${borders['2px']} ${colors.gray[200]}` : 'none',
+    },
+}));
+
+export const RadioBase = styled.div({});
+
+export const Label = styled.div({
+    ...formLabelTextStyles,
+    display: 'flex',
+    justifyContent: 'center',
+    alignItems: 'center',
+});
+
+export const RadioLabel = styled.div({
+    display: 'flex',
+    justifyContent: 'center',
+    alignItems: 'center',
+});
+
+export const Required = styled.span({
+    color: colors.red[500],
+    marginLeft: spacing.xxsm,
+});
+
+export const RadioHoverState = styled.div({
+    border: `${borders['2px']} ${colors.violet[500]}`,
+    width: 'calc(100% - -3px)',
+    height: 'calc(100% - -3px)',
+    display: 'flex',
+    justifyContent: 'center',
+    alignItems: 'center',
+    borderRadius: radius.full,
+});
+
+export const Checkmark = styled.div<{ checked: boolean; disabled: boolean; error: string }>(
+    ({ checked, disabled, error }) => ({
+        width: 'calc(100% - 6px)',
+        height: 'calc(100% - 6px)',
+        borderRadius: radius.full,
+        background: getRadioCheckmarkColor(checked, disabled, error),
+        display: checked ? 'inline-block' : 'none',
+        position: 'absolute',
+        top: '50%',
+        left: '50%',
+        transform: 'translate(-50%, -50%)',
+    }),
+);
+
+export const HiddenInput = styled.input<{ checked: boolean }>({
+    opacity: 0,
+    width: '20px',
+    height: '20px',
+});
+
+export const RadioGroupContainer = styled.div<{ isVertical?: boolean }>(({ isVertical }) => ({
+    display: 'flex',
+    flexDirection: isVertical ? 'column' : 'row',
+    justifyContent: 'center',
+    alignItems: 'center',
+    gap: !isVertical ? spacing.md : spacing.none,
+    margin: !isVertical ? spacing.xxsm : spacing.none,
+}));
diff --git a/datahub-web-react/src/alchemy-components/components/Radio/types.ts b/datahub-web-react/src/alchemy-components/components/Radio/types.ts
new file mode 100644
index 00000000000000..59fd15654f916a
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Radio/types.ts
@@ -0,0 +1,16 @@
+import { InputHTMLAttributes } from 'react';
+
+export interface RadioProps extends InputHTMLAttributes<HTMLInputElement> {
+    label?: string;
+    error?: string;
+    isChecked?: boolean;
+    setIsChecked?: React.Dispatch<React.SetStateAction<boolean>>;
+    isDisabled?: boolean;
+    isIntermediate?: boolean;
+    isRequired?: boolean;
+}
+
+export interface RadioGroupProps {
+    isVertical?: boolean;
+    radios: RadioProps[];
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Radio/utils.ts b/datahub-web-react/src/alchemy-components/components/Radio/utils.ts
new file mode 100644
index 00000000000000..ed9dcc35d303b4
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Radio/utils.ts
@@ -0,0 +1,27 @@
+import { colors } from '@components/theme';
+
+const radioBorderColors = {
+    default: colors.gray[400],
+    disabled: colors.gray[300],
+    error: colors.red[500],
+};
+
+const radioCheckmarkColors = {
+    default: colors.white,
+    disabled: colors.gray[300],
+    checked: colors.violet[500],
+    error: colors.red[500],
+};
+
+export function getRadioBorderColor(disabled: boolean, error: string) {
+    if (disabled) return radioBorderColors.disabled;
+    if (error) return radioCheckmarkColors.error;
+    return radioBorderColors.default;
+}
+
+export function getRadioCheckmarkColor(checked: boolean, disabled: boolean, error: string) {
+    if (disabled) return radioCheckmarkColors.disabled;
+    if (error) return radioCheckmarkColors.error;
+    if (checked) return radioCheckmarkColors.checked;
+    return radioCheckmarkColors.default;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Select/BasicSelect.tsx b/datahub-web-react/src/alchemy-components/components/Select/BasicSelect.tsx
new file mode 100644
index 00000000000000..b49159ba38a758
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/BasicSelect.tsx
@@ -0,0 +1,339 @@
+import { Button, Icon, Pill, Text } from '@components';
+import { isEqual } from 'lodash';
+import React, { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import {
+    ActionButtonsContainer,
+    Container,
+    DescriptionContainer,
+    Dropdown,
+    FooterBase,
+    LabelContainer,
+    LabelsWrapper,
+    OptionContainer,
+    OptionLabel,
+    OptionList,
+    Placeholder,
+    SearchIcon,
+    SearchInput,
+    SearchInputContainer,
+    SelectAllOption,
+    SelectBase,
+    SelectLabel,
+    SelectValue,
+    StyledCancelButton,
+    StyledCheckbox,
+    StyledClearButton,
+} from './components';
+import { ActionButtonsProps, SelectLabelDisplayProps, SelectOption, SelectProps } from './types';
+import { getFooterButtonSize } from './utils';
+
+const SelectLabelDisplay = ({
+    selectedValues,
+    options,
+    placeholder,
+    isMultiSelect,
+    removeOption,
+    disabledValues,
+    showDescriptions,
+}: SelectLabelDisplayProps) => {
+    const selectedOptions = options.filter((opt) => selectedValues.includes(opt.value));
+    return (
+        <LabelsWrapper>
+            {!!selectedOptions.length &&
+                isMultiSelect &&
+                selectedOptions.map((o) => {
+                    const isDisabled = disabledValues?.includes(o.value);
+                    return (
+                        <Pill
+                            label={o.label}
+                            rightIcon={!isDisabled ? 'Close' : ''}
+                            size="sm"
+                            key={o.value}
+                            onClickRightIcon={(e) => {
+                                e.stopPropagation();
+                                removeOption?.(o);
+                            }}
+                            clickable={!isDisabled}
+                        />
+                    );
+                })}
+            {!selectedValues.length && <Placeholder>{placeholder}</Placeholder>}
+            {!isMultiSelect && (
+                <>
+                    <SelectValue>{selectedOptions[0]?.label}</SelectValue>
+                    {showDescriptions && !!selectedValues.length && (
+                        <DescriptionContainer>{selectedOptions[0]?.description}</DescriptionContainer>
+                    )}
+                </>
+            )}
+        </LabelsWrapper>
+    );
+};
+
+const SelectActionButtons = ({
+    selectedValues,
+    isOpen,
+    isDisabled,
+    isReadOnly,
+    showClear,
+    handleClearSelection,
+    fontSize = 'md',
+}: ActionButtonsProps) => {
+    return (
+        <ActionButtonsContainer>
+            {showClear && selectedValues.length > 0 && !isDisabled && !isReadOnly && (
+                <StyledClearButton icon="Close" isCircle onClick={handleClearSelection} size={fontSize} />
+            )}
+            <Icon icon="ChevronLeft" rotate={isOpen ? '90' : '270'} size="xl" color="gray" />
+        </ActionButtonsContainer>
+    );
+};
+
+// Updated main component
+export const selectDefaults: SelectProps = {
+    options: [],
+    label: '',
+    size: 'md',
+    showSearch: false,
+    isDisabled: false,
+    isReadOnly: false,
+    isRequired: false,
+    isMultiSelect: false,
+    showClear: false,
+    placeholder: 'Select an option',
+    showSelectAll: false,
+    selectAllLabel: 'Select All',
+    showDescriptions: false,
+};
+
+export const BasicSelect = ({
+    options = selectDefaults.options,
+    label = selectDefaults.label,
+    values = [],
+    onCancel,
+    onUpdate,
+    showSearch = selectDefaults.showSearch,
+    isDisabled = selectDefaults.isDisabled,
+    isReadOnly = selectDefaults.isReadOnly,
+    isRequired = selectDefaults.isRequired,
+    showClear = selectDefaults.showClear,
+    size = selectDefaults.size,
+    isMultiSelect = selectDefaults.isMultiSelect,
+    placeholder = selectDefaults.placeholder,
+    disabledValues = [],
+    showSelectAll = selectDefaults.showSelectAll,
+    selectAllLabel = selectDefaults.selectAllLabel,
+    showDescriptions = selectDefaults.showDescriptions,
+    ...props
+}: SelectProps) => {
+    const [searchQuery, setSearchQuery] = useState('');
+    const [isOpen, setIsOpen] = useState(false);
+    const [selectedValues, setSelectedValues] = useState<string[]>(values);
+    const [tempValues, setTempValues] = useState<string[]>(values);
+    const selectRef = useRef<HTMLDivElement>(null);
+    const [areAllSelected, setAreAllSelected] = useState(false);
+
+    useEffect(() => {
+        if (values?.length > 0 && !isEqual(selectedValues, values)) {
+            setSelectedValues(values);
+        }
+    }, [values, selectedValues]);
+
+    useEffect(() => {
+        setAreAllSelected(tempValues.length === options.length);
+    }, [options, tempValues]);
+
+    const filteredOptions = useMemo(
+        () => options.filter((option) => option.label.toLowerCase().includes(searchQuery.toLowerCase())),
+        [options, searchQuery],
+    );
+
+    const handleDocumentClick = useCallback((e: MouseEvent) => {
+        if (selectRef.current && !selectRef.current.contains(e.target as Node)) {
+            setIsOpen(false);
+        }
+    }, []);
+
+    useEffect(() => {
+        document.addEventListener('click', handleDocumentClick);
+        return () => {
+            document.removeEventListener('click', handleDocumentClick);
+        };
+    }, [handleDocumentClick]);
+
+    const handleSelectClick = useCallback(() => {
+        if (!isDisabled && !isReadOnly) {
+            setTempValues(selectedValues);
+            setIsOpen((prev) => !prev);
+        }
+    }, [isDisabled, isReadOnly, selectedValues]);
+
+    const handleOptionChange = useCallback(
+        (option: SelectOption) => {
+            const updatedValues = tempValues.includes(option.value)
+                ? tempValues.filter((val) => val !== option.value)
+                : [...tempValues, option.value];
+
+            setTempValues(isMultiSelect ? updatedValues : [option.value]);
+        },
+        [tempValues, isMultiSelect],
+    );
+
+    const removeOption = useCallback(
+        (option: SelectOption) => {
+            const updatedValues = selectedValues.filter((val) => val !== option.value);
+            setSelectedValues(updatedValues);
+        },
+        [selectedValues],
+    );
+
+    const handleUpdateClick = useCallback(() => {
+        setSelectedValues(tempValues);
+        setIsOpen(false);
+        if (onUpdate) {
+            onUpdate(tempValues);
+        }
+    }, [tempValues, onUpdate]);
+
+    const handleCancelClick = useCallback(() => {
+        setIsOpen(false);
+        setTempValues(selectedValues);
+        if (onCancel) {
+            onCancel();
+        }
+    }, [selectedValues, onCancel]);
+
+    const handleClearSelection = useCallback(() => {
+        setSelectedValues([]);
+        setAreAllSelected(false);
+        setTempValues([]);
+        setIsOpen(false);
+        if (onUpdate) {
+            onUpdate([]);
+        }
+    }, [onUpdate]);
+
+    const handleSelectAll = () => {
+        if (areAllSelected) {
+            setTempValues([]);
+            onUpdate?.([]);
+        } else {
+            const allValues = options.map((option) => option.value);
+            setTempValues(allValues);
+            onUpdate?.(allValues);
+        }
+        setAreAllSelected(!areAllSelected);
+    };
+
+    return (
+        <Container ref={selectRef} size={size || 'md'} width={props.width}>
+            {label && <SelectLabel onClick={handleSelectClick}>{label}</SelectLabel>}
+            <SelectBase
+                isDisabled={isDisabled}
+                isReadOnly={isReadOnly}
+                isRequired={isRequired}
+                isOpen={isOpen}
+                onClick={handleSelectClick}
+                fontSize={size}
+                {...props}
+            >
+                <SelectLabelDisplay
+                    selectedValues={selectedValues}
+                    options={options}
+                    placeholder={placeholder || 'Select an option'}
+                    isMultiSelect={isMultiSelect}
+                    removeOption={removeOption}
+                    disabledValues={disabledValues}
+                    showDescriptions={showDescriptions}
+                />
+                <SelectActionButtons
+                    selectedValues={selectedValues}
+                    isOpen={isOpen}
+                    isDisabled={!!isDisabled}
+                    isReadOnly={!!isReadOnly}
+                    handleClearSelection={handleClearSelection}
+                    fontSize={size}
+                    showClear={!!showClear}
+                />
+            </SelectBase>
+            {isOpen && (
+                <Dropdown>
+                    {showSearch && (
+                        <SearchInputContainer>
+                            <SearchInput
+                                type="text"
+                                placeholder="Search…"
+                                value={searchQuery}
+                                onChange={(e) => setSearchQuery(e.target.value)}
+                                style={{ fontSize: size || 'md' }}
+                            />
+                            <SearchIcon icon="Search" size={size} color="gray" />
+                        </SearchInputContainer>
+                    )}
+                    <OptionList>
+                        {showSelectAll && isMultiSelect && (
+                            <SelectAllOption
+                                isSelected={areAllSelected}
+                                onClick={() => !(disabledValues.length === options.length) && handleSelectAll()}
+                                isDisabled={disabledValues.length === options.length}
+                            >
+                                <LabelContainer>
+                                    <span>{selectAllLabel}</span>
+                                    <StyledCheckbox
+                                        checked={areAllSelected}
+                                        disabled={disabledValues.length === options.length}
+                                    />
+                                </LabelContainer>
+                            </SelectAllOption>
+                        )}
+                        {filteredOptions.map((option) => (
+                            <OptionLabel
+                                key={option.value}
+                                onClick={() => !isMultiSelect && handleOptionChange(option)}
+                                isSelected={tempValues.includes(option.value)}
+                                isMultiSelect={isMultiSelect}
+                                isDisabled={disabledValues?.includes(option.value)}
+                            >
+                                {isMultiSelect ? (
+                                    <LabelContainer>
+                                        <span>{option.label}</span>
+                                        <StyledCheckbox
+                                            onClick={() => handleOptionChange(option)}
+                                            checked={tempValues.includes(option.value)}
+                                            disabled={disabledValues?.includes(option.value)}
+                                        />
+                                    </LabelContainer>
+                                ) : (
+                                    <OptionContainer>
+                                        <Text color="gray" weight="semiBold" size="md">
+                                            {option.label}
+                                        </Text>
+                                        {!!option.description && (
+                                            <Text color="gray" weight="normal" size="sm">
+                                                {option.description}
+                                            </Text>
+                                        )}
+                                    </OptionContainer>
+                                )}
+                            </OptionLabel>
+                        ))}
+                    </OptionList>
+                    <FooterBase>
+                        <StyledCancelButton
+                            onClick={handleCancelClick}
+                            variant="filled"
+                            size={getFooterButtonSize(size)}
+                        >
+                            Cancel
+                        </StyledCancelButton>
+                        <Button onClick={handleUpdateClick} size={getFooterButtonSize(size)}>
+                            Update
+                        </Button>
+                    </FooterBase>
+                </Dropdown>
+            )}
+        </Container>
+    );
+};
+
+export default BasicSelect;
diff --git a/datahub-web-react/src/alchemy-components/components/Select/Nested/NestedOption.tsx b/datahub-web-react/src/alchemy-components/components/Select/Nested/NestedOption.tsx
new file mode 100644
index 00000000000000..8a7d3670b2b1b9
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/Nested/NestedOption.tsx
@@ -0,0 +1,309 @@
+import React, { useState, useMemo, useEffect } from 'react';
+
+import { colors, Icon } from '@components';
+import theme from '@components/theme';
+import styled from 'styled-components';
+import { Checkbox } from 'antd';
+
+import { OptionLabel } from '../components';
+import { SelectOption } from './types';
+
+const ParentOption = styled.div`
+    display: flex;
+    align-items: center;
+`;
+
+const ChildOptions = styled.div`
+    padding-left: 20px;
+`;
+
+const StyledCheckbox = styled(Checkbox)<{ checked: boolean; indeterminate?: boolean }>`
+    .ant-checkbox-inner {
+        border: 1px solid ${colors.gray[300]} !important;
+        border-radius: 3px;
+    }
+    margin-left: auto;
+    ${(props) =>
+        props.checked &&
+        !props.indeterminate &&
+        `
+		.ant-checkbox-inner {
+			background-color: ${theme.semanticTokens.colors.primary};
+			border-color: ${theme.semanticTokens.colors.primary} !important;
+		}
+	`}
+    ${(props) =>
+        props.indeterminate &&
+        `
+		.ant-checkbox-inner {
+			&:after {
+				background-color: ${theme.semanticTokens.colors.primary};
+			}
+		}
+	`}
+    ${(props) =>
+        props.disabled &&
+        `
+		.ant-checkbox-inner {
+			background-color: ${colors.gray[200]} !important;
+		}
+	`}
+`;
+
+function getChildrenRecursively(
+    directChildren: SelectOption[],
+    parentValueToOptions: { [parentValue: string]: SelectOption[] },
+) {
+    const visitedParents = new Set<string>();
+    let allChildren: SelectOption[] = [];
+
+    function getChildren(parentValue: string) {
+        const newChildren = parentValueToOptions[parentValue] || [];
+        if (visitedParents.has(parentValue) || !newChildren.length) {
+            return;
+        }
+
+        visitedParents.add(parentValue);
+        allChildren = [...allChildren, ...newChildren];
+        newChildren.forEach((child) => getChildren(child.value || child.value));
+    }
+
+    directChildren.forEach((c) => getChildren(c.value || c.value));
+
+    return allChildren;
+}
+
+interface OptionProps {
+    option: SelectOption;
+    selectedOptions: SelectOption[];
+    parentValueToOptions: { [parentValue: string]: SelectOption[] };
+    areParentsSelectable: boolean;
+    handleOptionChange: (node: SelectOption) => void;
+    addOptions: (nodes: SelectOption[]) => void;
+    removeOptions: (nodes: SelectOption[]) => void;
+    loadData?: (node: SelectOption) => void;
+    isMultiSelect?: boolean;
+    isLoadingParentChildList?: boolean;
+    setSelectedOptions: React.Dispatch<React.SetStateAction<SelectOption[]>>;
+}
+
+export const NestedOption = ({
+    option,
+    selectedOptions,
+    parentValueToOptions,
+    handleOptionChange,
+    addOptions,
+    removeOptions,
+    loadData,
+    isMultiSelect,
+    areParentsSelectable,
+    isLoadingParentChildList,
+    setSelectedOptions,
+}: OptionProps) => {
+    const [autoSelectChildren, setAutoSelectChildren] = useState(false);
+    const [loadingParentUrns, setLoadingParentUrns] = useState<string[]>([]);
+    const [isOpen, setIsOpen] = useState(false);
+    const directChildren = useMemo(
+        () => parentValueToOptions[option.value] || [],
+        [parentValueToOptions, option.value],
+    );
+
+    const recursiveChildren = useMemo(
+        () => getChildrenRecursively(directChildren, parentValueToOptions),
+        [directChildren, parentValueToOptions],
+    );
+
+    const children = useMemo(() => [...directChildren, ...recursiveChildren], [directChildren, recursiveChildren]);
+    const selectableChildren = useMemo(
+        () => (areParentsSelectable ? children : children.filter((c) => !c.isParent)),
+        [areParentsSelectable, children],
+    );
+    const parentChildren = useMemo(() => children.filter((c) => c.isParent), [children]);
+
+    useEffect(() => {
+        if (autoSelectChildren && selectableChildren.length) {
+            addOptions(selectableChildren);
+            setAutoSelectChildren(false);
+        }
+    }, [autoSelectChildren, selectableChildren, addOptions]);
+
+    const areAllChildrenSelected = useMemo(
+        () => selectableChildren.every((child) => selectedOptions.find((o) => o.value === child.value)),
+        [selectableChildren, selectedOptions],
+    );
+
+    const areAnyChildrenSelected = useMemo(
+        () => selectableChildren.some((child) => selectedOptions.find((o) => o.value === child.value)),
+        [selectableChildren, selectedOptions],
+    );
+
+    const areAnyUnselectableChildrenUnexpanded = !!parentChildren.find(
+        (parent) => !selectableChildren.find((child) => child.parentValue === parent.value),
+    );
+
+    const isSelected = useMemo(
+        () =>
+            !!selectedOptions.find((o) => o.value === option.value) ||
+            (!areParentsSelectable &&
+                !!option.isParent &&
+                !!selectableChildren.length &&
+                areAllChildrenSelected &&
+                !areAnyUnselectableChildrenUnexpanded),
+        [
+            selectedOptions,
+            areAllChildrenSelected,
+            areAnyUnselectableChildrenUnexpanded,
+            areParentsSelectable,
+            option.isParent,
+            option.value,
+            selectableChildren.length,
+        ],
+    );
+
+    const isImplicitlySelected = useMemo(
+        () => !option.isParent && !!selectedOptions.find((o) => o.value === option.parentValue),
+        [selectedOptions, option.isParent, option.parentValue],
+    );
+
+    const isParentMissingChildren = useMemo(() => !!option.isParent && !children.length, [children, option.isParent]);
+
+    const isPartialSelected = useMemo(
+        () =>
+            (!areAllChildrenSelected && areAnyChildrenSelected) ||
+            (isSelected && isParentMissingChildren) ||
+            (isSelected && areAnyUnselectableChildrenUnexpanded) ||
+            (areAnyUnselectableChildrenUnexpanded && areAnyChildrenSelected) ||
+            (isSelected && !!children.length && !areAnyChildrenSelected),
+        [
+            isSelected,
+            children,
+            areAllChildrenSelected,
+            areAnyChildrenSelected,
+            areAnyUnselectableChildrenUnexpanded,
+            isParentMissingChildren,
+        ],
+    );
+
+    const selectOption = () => {
+        if (areParentsSelectable && option.isParent) {
+            const existingSelectedOptions = new Set(selectedOptions.map((opt) => opt.value));
+            const existingChildSelectedOptions =
+                selectedOptions.filter((opt) => opt.parentValue === option.value) || [];
+            if (existingSelectedOptions.has(option.value)) {
+                removeOptions([option]);
+            } else {
+                // filter out the childrens of parent selection as we are allowing implicitly selection
+                const filteredOptions = selectedOptions.filter(
+                    (selectedOption) => !existingChildSelectedOptions.find((o) => o.value === selectedOption.value),
+                );
+                const newSelectedOptions = [...filteredOptions, option];
+
+                setSelectedOptions(newSelectedOptions);
+            }
+        } else if (isPartialSelected || (!isSelected && !areAnyChildrenSelected)) {
+            const optionsToAdd = option.isParent && !areParentsSelectable ? selectableChildren : [option];
+            addOptions(optionsToAdd);
+        } else if (areAllChildrenSelected) {
+            removeOptions([option, ...selectableChildren]);
+        } else {
+            handleOptionChange(option);
+        }
+    };
+
+    // one loader variable for fetching data for expanded parents and their respective child nodes
+    useEffect(() => {
+        // once loading has been done just remove all the parent node urn
+        if (!isLoadingParentChildList) {
+            setLoadingParentUrns([]);
+        }
+    }, [isLoadingParentChildList]);
+
+    return (
+        <div>
+            <ParentOption>
+                <OptionLabel
+                    key={option.value}
+                    onClick={(e) => {
+                        e.preventDefault();
+                        if (isImplicitlySelected) {
+                            return;
+                        }
+                        if (isParentMissingChildren) {
+                            setLoadingParentUrns((previousIds) => [...previousIds, option.value]);
+                            loadData?.(option);
+                        }
+                        if (option.isParent) {
+                            setIsOpen(!isOpen);
+                        } else {
+                            selectOption();
+                        }
+                    }}
+                    isSelected={!isMultiSelect && isSelected}
+                    // added hack to show cursor in wait untill we get the inline spinner
+                    style={{ width: '100%', cursor: loadingParentUrns.includes(option.value) ? 'wait' : 'pointer' }}
+                >
+                    {option.isParent && <strong>{option.label}</strong>}
+                    {!option.isParent && <>{option.label}</>}
+                    {option.isParent && (
+                        <Icon
+                            onClick={(e) => {
+                                e.stopPropagation();
+                                e.preventDefault();
+                                setIsOpen(!isOpen);
+                                if (!isOpen && isParentMissingChildren) {
+                                    setLoadingParentUrns((previousIds) => [...previousIds, option.value]);
+                                    loadData?.(option);
+                                }
+                            }}
+                            icon="ChevronLeft"
+                            rotate={isOpen ? '90' : '270'}
+                            size="xl"
+                            color="gray"
+                            style={{ cursor: 'pointer', marginLeft: '4px' }}
+                        />
+                    )}
+                    <StyledCheckbox
+                        checked={isImplicitlySelected || isSelected}
+                        indeterminate={
+                            areParentsSelectable && option.isParent ? areAnyChildrenSelected : isPartialSelected
+                        }
+                        onClick={(e) => {
+                            e.preventDefault();
+                            if (isImplicitlySelected) {
+                                return;
+                            }
+                            e.stopPropagation();
+                            if (isParentMissingChildren) {
+                                loadData?.(option);
+                                if (!areParentsSelectable) {
+                                    setAutoSelectChildren(true);
+                                }
+                            }
+                            selectOption();
+                        }}
+                        disabled={isImplicitlySelected}
+                    />
+                </OptionLabel>
+            </ParentOption>
+            {isOpen && (
+                <ChildOptions>
+                    {directChildren.map((child) => (
+                        <NestedOption
+                            key={child.value}
+                            selectedOptions={selectedOptions}
+                            option={child}
+                            parentValueToOptions={parentValueToOptions}
+                            addOptions={addOptions}
+                            handleOptionChange={handleOptionChange}
+                            loadData={loadData}
+                            removeOptions={removeOptions}
+                            isMultiSelect={isMultiSelect}
+                            areParentsSelectable={areParentsSelectable}
+                            setSelectedOptions={setSelectedOptions}
+                        />
+                    ))}
+                </ChildOptions>
+            )}
+        </div>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Select/Nested/NestedSelect.tsx b/datahub-web-react/src/alchemy-components/components/Select/Nested/NestedSelect.tsx
new file mode 100644
index 00000000000000..744c7bfcfec0d2
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/Nested/NestedSelect.tsx
@@ -0,0 +1,312 @@
+import React, { useCallback, useEffect, useRef, useState } from 'react';
+import styled from 'styled-components';
+
+import { Icon, Pill } from '@components';
+
+import {
+    ActionButtonsContainer,
+    Container,
+    Dropdown,
+    OptionList,
+    Placeholder,
+    SearchIcon,
+    SearchInput,
+    SearchInputContainer,
+    SelectBase,
+    SelectLabel,
+    StyledClearButton,
+} from '../components';
+
+import { SelectSizeOptions } from '../types';
+import { NestedOption } from './NestedOption';
+import { SelectOption } from './types';
+
+const NO_PARENT_VALUE = 'no_parent_value';
+
+const LabelDisplayWrapper = styled.div`
+    display: flex;
+    flex-wrap: wrap;
+    gap: 4px;
+    max-height: 125px;
+    min-height: 16px;
+`;
+
+interface SelectLabelDisplayProps {
+    selectedOptions: SelectOption[];
+    placeholder: string;
+    handleOptionChange: (node: SelectOption) => void;
+}
+
+const SelectLabelDisplay = ({ selectedOptions, placeholder, handleOptionChange }: SelectLabelDisplayProps) => {
+    return (
+        <LabelDisplayWrapper>
+            {!!selectedOptions.length &&
+                selectedOptions.map((o) => (
+                    <Pill
+                        label={o.label}
+                        rightIcon="Close"
+                        size="sm"
+                        onClickRightIcon={(e) => {
+                            e.stopPropagation();
+                            handleOptionChange(o);
+                        }}
+                    />
+                ))}
+            {!selectedOptions.length && <Placeholder>{placeholder}</Placeholder>}
+        </LabelDisplayWrapper>
+    );
+};
+
+export interface ActionButtonsProps {
+    fontSize?: SelectSizeOptions;
+    selectedOptions: SelectOption[];
+    isOpen: boolean;
+    isDisabled: boolean;
+    isReadOnly: boolean;
+    handleClearSelection: () => void;
+}
+
+const SelectActionButtons = ({
+    selectedOptions,
+    isOpen,
+    isDisabled,
+    isReadOnly,
+    handleClearSelection,
+    fontSize = 'md',
+}: ActionButtonsProps) => {
+    return (
+        <ActionButtonsContainer>
+            {!!selectedOptions.length && !isDisabled && !isReadOnly && (
+                <StyledClearButton
+                    icon="Close"
+                    isCircle
+                    onClick={handleClearSelection}
+                    size={fontSize}
+                    data-testid="dropdown-option-clear-icon"
+                />
+            )}
+            <Icon icon="ChevronLeft" rotate={isOpen ? '90' : '270'} size="xl" color="gray" />
+        </ActionButtonsContainer>
+    );
+};
+
+export interface SelectProps {
+    options: SelectOption[];
+    label: string;
+    value?: string;
+    initialValues?: SelectOption[];
+    onCancel?: () => void;
+    onUpdate?: (selectedValues: SelectOption[]) => void;
+    size?: SelectSizeOptions;
+    showSearch?: boolean;
+    isDisabled?: boolean;
+    isReadOnly?: boolean;
+    isRequired?: boolean;
+    isMultiSelect?: boolean;
+    areParentsSelectable?: boolean;
+    loadData?: (node: SelectOption) => void;
+    onSearch?: (query: string) => void;
+    width?: number | 'full';
+    height?: number;
+    placeholder?: string;
+    searchPlaceholder?: string;
+    isLoadingParentChildList?: boolean;
+}
+
+export const selectDefaults: SelectProps = {
+    options: [],
+    label: '',
+    size: 'md',
+    showSearch: false,
+    isDisabled: false,
+    isReadOnly: false,
+    isRequired: false,
+    isMultiSelect: false,
+    width: 255,
+    height: 425,
+};
+
+export const NestedSelect = ({
+    options = selectDefaults.options,
+    label = selectDefaults.label,
+    initialValues = [],
+    onUpdate,
+    loadData,
+    onSearch,
+    showSearch = selectDefaults.showSearch,
+    isDisabled = selectDefaults.isDisabled,
+    isReadOnly = selectDefaults.isReadOnly,
+    isRequired = selectDefaults.isRequired,
+    isMultiSelect = selectDefaults.isMultiSelect,
+    size = selectDefaults.size,
+    areParentsSelectable = true,
+    placeholder,
+    searchPlaceholder,
+    height = selectDefaults.height,
+    isLoadingParentChildList = false,
+    ...props
+}: SelectProps) => {
+    const [searchQuery, setSearchQuery] = useState('');
+    const [isOpen, setIsOpen] = useState(false);
+    const [selectedOptions, setSelectedOptions] = useState<SelectOption[]>(initialValues);
+    const selectRef = useRef<HTMLDivElement>(null);
+
+    // TODO: handle searching inside of a nested component on the FE only
+
+    const handleDocumentClick = useCallback((e: MouseEvent) => {
+        if (selectRef.current && !selectRef.current.contains(e.target as Node)) {
+            setIsOpen(false);
+        }
+    }, []);
+
+    useEffect(() => {
+        document.addEventListener('click', handleDocumentClick);
+        return () => {
+            document.removeEventListener('click', handleDocumentClick);
+        };
+    }, [handleDocumentClick]);
+
+    const handleSelectClick = useCallback(() => {
+        if (!isDisabled && !isReadOnly) {
+            setIsOpen((prev) => !prev);
+        }
+    }, [isDisabled, isReadOnly]);
+
+    const handleSearch = useCallback(
+        (query: string) => {
+            setSearchQuery(query);
+            onSearch?.(query);
+        },
+        [onSearch],
+    );
+
+    // Instead of calling the update function individually whenever selectedOptions changes,
+    // we use the useEffect hook to trigger the onUpdate function automatically when selectedOptions is updated.
+    useEffect(() => {
+        if (onUpdate) {
+            onUpdate(selectedOptions);
+        }
+        // eslint-disable-next-line react-hooks/exhaustive-deps
+    }, [selectedOptions]);
+
+    const handleOptionChange = useCallback(
+        (option: SelectOption) => {
+            let newSelectedOptions: SelectOption[];
+            if (selectedOptions.find((o) => o.value === option.value)) {
+                newSelectedOptions = selectedOptions.filter((o) => o.value !== option.value);
+            } else {
+                newSelectedOptions = [...selectedOptions, option];
+            }
+            setSelectedOptions(newSelectedOptions);
+            if (!isMultiSelect) {
+                setIsOpen(false);
+            }
+        },
+        [selectedOptions, isMultiSelect],
+    );
+
+    const addOptions = useCallback(
+        (optionsToAdd: SelectOption[]) => {
+            const existingValues = new Set(selectedOptions.map((option) => option.value));
+            const filteredOptionsToAdd = optionsToAdd.filter((option) => !existingValues.has(option.value));
+            if (filteredOptionsToAdd.length) {
+                const newSelectedOptions = [...selectedOptions, ...filteredOptionsToAdd];
+                setSelectedOptions(newSelectedOptions);
+            }
+        },
+        [selectedOptions],
+    );
+
+    const removeOptions = useCallback(
+        (optionsToRemove: SelectOption[]) => {
+            const newValues = selectedOptions.filter(
+                (selectedOption) => !optionsToRemove.find((o) => o.value === selectedOption.value),
+            );
+            setSelectedOptions(newValues);
+        },
+        [selectedOptions],
+    );
+
+    const handleClearSelection = useCallback(() => {
+        setSelectedOptions([]);
+        setIsOpen(false);
+        if (onUpdate) {
+            onUpdate([]);
+        }
+    }, [onUpdate]);
+
+    // generate map for options to quickly fetch children
+    const parentValueToOptions: { [parentValue: string]: SelectOption[] } = {};
+    options.forEach((o) => {
+        const parentValue = o.parentValue || NO_PARENT_VALUE;
+        parentValueToOptions[parentValue] = parentValueToOptions[parentValue]
+            ? [...parentValueToOptions[parentValue], o]
+            : [o];
+    });
+
+    const rootOptions = parentValueToOptions[NO_PARENT_VALUE] || [];
+
+    return (
+        <Container ref={selectRef} size={size || 'md'} width={props.width || 255}>
+            {label && <SelectLabel onClick={handleSelectClick}>{label}</SelectLabel>}
+            <SelectBase
+                isDisabled={isDisabled}
+                isReadOnly={isReadOnly}
+                isRequired={isRequired}
+                isOpen={isOpen}
+                onClick={handleSelectClick}
+                fontSize={size}
+                data-testid="nested-options-dropdown-container"
+                {...props}
+            >
+                <SelectLabelDisplay
+                    selectedOptions={selectedOptions}
+                    placeholder={placeholder || 'Select an option'}
+                    handleOptionChange={handleOptionChange}
+                />
+                <SelectActionButtons
+                    selectedOptions={selectedOptions}
+                    isOpen={isOpen}
+                    isDisabled={!!isDisabled}
+                    isReadOnly={!!isReadOnly}
+                    handleClearSelection={handleClearSelection}
+                    fontSize={size}
+                />
+            </SelectBase>
+            {isOpen && (
+                <Dropdown style={{ maxHeight: height, overflow: 'auto' }}>
+                    {showSearch && (
+                        <SearchInputContainer>
+                            <SearchInput
+                                type="text"
+                                placeholder={searchPlaceholder || 'Search...'}
+                                value={searchQuery}
+                                onChange={(e) => handleSearch(e.target.value)}
+                                style={{ fontSize: size || 'md', width: '100%' }}
+                            />
+                            <SearchIcon icon="Search" size={size} color="gray" />
+                        </SearchInputContainer>
+                    )}
+                    <OptionList>
+                        {rootOptions.map((option) => (
+                            <NestedOption
+                                key={option.value}
+                                selectedOptions={selectedOptions}
+                                option={option}
+                                parentValueToOptions={parentValueToOptions}
+                                handleOptionChange={handleOptionChange}
+                                addOptions={addOptions}
+                                removeOptions={removeOptions}
+                                loadData={loadData}
+                                isMultiSelect={isMultiSelect}
+                                setSelectedOptions={setSelectedOptions}
+                                areParentsSelectable={areParentsSelectable}
+                                isLoadingParentChildList={isLoadingParentChildList}
+                            />
+                        ))}
+                    </OptionList>
+                </Dropdown>
+            )}
+        </Container>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Select/Nested/types.ts b/datahub-web-react/src/alchemy-components/components/Select/Nested/types.ts
new file mode 100644
index 00000000000000..62d4541fce0d3d
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/Nested/types.ts
@@ -0,0 +1,9 @@
+import { Entity } from '@src/types.generated';
+
+export interface SelectOption {
+    value: string;
+    label: string;
+    parentValue?: string;
+    isParent?: boolean;
+    entity?: Entity;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Select/Select.stories.tsx b/datahub-web-react/src/alchemy-components/components/Select/Select.stories.tsx
new file mode 100644
index 00000000000000..0ec20b15e771ab
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/Select.stories.tsx
@@ -0,0 +1,431 @@
+import { GridList } from '@components/.docs/mdx-components';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import type { Meta, StoryObj } from '@storybook/react';
+import React from 'react';
+import { Select, selectDefaults } from './Select';
+import { SimpleSelect } from './SimpleSelect';
+import { SelectSizeOptions } from './types';
+
+// Auto Docs
+const meta: Meta = {
+    title: 'Forms / Select',
+    component: Select,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'This component allows users to select one or multiple input options from a dropdown list.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        options: {
+            description: 'Array of options for the Select component.',
+            control: {
+                type: 'object',
+            },
+            table: {
+                defaultValue: { summary: JSON.stringify(selectDefaults.options) },
+            },
+        },
+        label: {
+            description: 'Label for the Select component.',
+            control: {
+                type: 'text',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.label },
+            },
+        },
+        values: {
+            description: 'Selected values for the Select component.',
+            control: {
+                type: 'object',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.values?.toString() },
+            },
+        },
+        showSearch: {
+            description: 'Whether to show the search input.',
+            control: {
+                type: 'boolean',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.showSearch?.toString() },
+            },
+        },
+        isDisabled: {
+            description: 'Whether the Select component is disabled.',
+            control: {
+                type: 'boolean',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.isDisabled?.toString() },
+            },
+        },
+        isReadOnly: {
+            description: 'Whether the Select component is read-only.',
+            control: {
+                type: 'boolean',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.isReadOnly?.toString() },
+            },
+        },
+        isRequired: {
+            description: 'Whether the Select component is required.',
+            control: {
+                type: 'boolean',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.isRequired?.toString() },
+            },
+        },
+        size: {
+            description: 'Size of the Select component.',
+            control: {
+                type: 'select',
+                options: ['sm', 'md', 'lg'],
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.size },
+            },
+        },
+        width: {
+            description: 'Width of the Select component.',
+            control: {
+                type: 'number',
+            },
+            table: {
+                defaultValue: { summary: `${selectDefaults.width}` },
+            },
+        },
+        isMultiSelect: {
+            description: 'Whether the Select component allows multiple values to be selected.',
+            control: {
+                type: 'boolean',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.isMultiSelect?.toString() },
+            },
+        },
+        placeholder: {
+            description: 'Placeholder for the Select component.',
+            control: {
+                type: 'text',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.placeholder },
+            },
+        },
+        disabledValues: {
+            description: 'Disabled values for the multi-select component.',
+            control: {
+                type: 'object',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.disabledValues?.toString() },
+            },
+        },
+        showSelectAll: {
+            description: 'Whether the multi select component shows Select All button.',
+            control: {
+                type: 'boolean',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.showSelectAll?.toString() },
+            },
+        },
+        selectAllLabel: {
+            description: 'Label for Select All button.',
+            control: {
+                type: 'text',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.selectAllLabel },
+            },
+        },
+        showDescriptions: {
+            description: 'Whether to show descriptions with the select options.',
+            control: {
+                type: 'boolean',
+            },
+            table: {
+                defaultValue: { summary: selectDefaults.showDescriptions?.toString() },
+            },
+        },
+    },
+
+    // Define defaults
+    args: {
+        options: [
+            { label: 'Option 1', value: '1' },
+            { label: 'Option 2', value: '2' },
+            { label: 'Option 3', value: '3' },
+        ],
+        label: 'Select Label',
+        values: undefined,
+        showSearch: selectDefaults.showSearch,
+        isDisabled: selectDefaults.isDisabled,
+        isReadOnly: selectDefaults.isReadOnly,
+        isRequired: selectDefaults.isRequired,
+        onCancel: () => console.log('Cancel clicked'),
+        onUpdate: (selectedValues: string[]) => console.log('Update clicked', selectedValues),
+        size: 'md', // Default size
+        width: 255,
+        isMultiSelect: selectDefaults.isMultiSelect,
+        placeholder: selectDefaults.placeholder,
+        disabledValues: undefined,
+        showSelectAll: false,
+        selectAllLabel: 'Select All',
+        showDescriptions: false,
+    },
+} satisfies Meta<typeof Select>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+const sizeOptions: SelectSizeOptions[] = ['sm', 'md', 'lg'];
+
+export const simpleSelectSandbox: Story = {
+    tags: ['dev'],
+
+    render: (props) => (
+        <SimpleSelect
+            options={props.options}
+            label={props.label}
+            values={props.values}
+            showSearch={props.showSearch}
+            isDisabled={props.isDisabled}
+            isReadOnly={props.isReadOnly}
+            isRequired={props.isRequired}
+            size={props.size}
+            width={props.width}
+            onUpdate={props.onUpdate} // Optional: to log the selected value
+            isMultiSelect={props.isMultiSelect}
+            placeholder={props.placeholder}
+            disabledValues={props.disabledValues}
+        />
+    ),
+};
+
+export const simpleSelectStates = () => (
+    <GridList isVertical>
+        <>
+            <SimpleSelect options={[{ label: 'Default', value: 'default' }]} label="Default" values={['default']} />
+            <SimpleSelect
+                options={[{ label: 'Disabled State', value: 'disabled' }]}
+                label="Disabled State"
+                isDisabled
+                values={['disabled']}
+            />
+            <SimpleSelect
+                options={[{ label: 'Read Only State', value: 'readonly' }]}
+                label="Read Only State"
+                isReadOnly
+                values={['readonly']}
+            />
+        </>
+    </GridList>
+);
+
+export const simpleSelectWithSearch = () => (
+    <SimpleSelect
+        options={[
+            { label: 'Option 1', value: '1' },
+            { label: 'Option 2', value: '2' },
+            { label: 'Option 3', value: '3' },
+        ]}
+        label="Simple Select with Search"
+        showSearch
+        values={['2']}
+    />
+);
+
+export const simpleSelectWithMultiSelect = () => (
+    <SimpleSelect
+        options={[
+            { label: 'Option 1', value: '1' },
+            { label: 'Option 2', value: '2' },
+            { label: 'Option 3', value: '3' },
+        ]}
+        label="Simple Select with multi-select"
+        showSearch
+        values={['2', '3']}
+        isMultiSelect
+    />
+);
+
+export const simpleSelectWithDisabledValues = () => (
+    <SimpleSelect
+        options={[
+            { label: 'Option 1', value: '1' },
+            { label: 'Option 2', value: '2' },
+            { label: 'Option 3', value: '3' },
+        ]}
+        label="Simple Select with disabled values"
+        values={['2']}
+        isMultiSelect
+        disabledValues={['2']}
+    />
+);
+
+export const simpleSelectWithSelectAll = () => (
+    <SimpleSelect
+        options={[
+            { label: 'Option 1', value: '1' },
+            { label: 'Option 2', value: '2' },
+            { label: 'Option 3', value: '3' },
+        ]}
+        label="Simple Select with Select All"
+        isMultiSelect
+        showSelectAll
+    />
+);
+
+export const simpleSelectWithDescriptions = () => (
+    <SimpleSelect
+        options={[
+            { label: 'Option 1', value: '1', description: 'Description of option 1' },
+            { label: 'Option 2', value: '2', description: 'Description of option 2 is  longgggggg' },
+            { label: 'Option 3', value: '3', description: 'Description of option 3' },
+        ]}
+        label="Simple Select with descriptions"
+        showDescriptions
+    />
+);
+
+export const simpleSelectSizes = () => (
+    <GridList isVertical>
+        {sizeOptions.map((size, index) => (
+            <SimpleSelect
+                key={`simpleselect-${size}`}
+                options={[
+                    { label: 'Option 1', value: '1' },
+                    { label: 'Option 2', value: '2' },
+                    { label: 'Option 3', value: '3' },
+                ]}
+                label={`Simple Select - Font Size: ${size}, Width: ${255 + 50 * index}px`}
+                values={['3']}
+                size={size}
+                width={255 + 50 * index}
+            />
+        ))}
+    </GridList>
+);
+
+// Basic story is what is displayed 1st in storybook & is used as the code sandbox
+// Pass props to this so that it can be customized via the UI props panel
+export const BasicSelectSandbox: Story = {
+    tags: ['dev'],
+
+    render: (props) => (
+        <Select
+            options={props.options}
+            label={props.label}
+            values={props.values}
+            onCancel={props.onCancel}
+            onUpdate={props.onUpdate}
+            showSearch={props.showSearch}
+            isDisabled={props.isDisabled}
+            isReadOnly={props.isReadOnly}
+            isRequired={props.isRequired}
+            size={props.size}
+            width={props.width}
+            isMultiSelect={props.isMultiSelect}
+            placeholder={props.placeholder}
+        />
+    ),
+};
+
+export const states = () => (
+    <GridList isVertical>
+        <>
+            <Select options={[{ label: 'Default', value: 'default' }]} label="Default" values={['default']} />
+            <Select
+                options={[{ label: 'Disabled State', value: 'disabled' }]}
+                label="Disabled State"
+                isDisabled
+                values={['disabled']}
+            />
+            <Select
+                options={[{ label: 'Read Only State', value: 'readonly' }]}
+                label="Read Only State"
+                isReadOnly
+                values={['readonly']}
+            />
+        </>
+    </GridList>
+);
+
+export const withSearch = () => (
+    <Select
+        options={[
+            { label: 'Option 1', value: '1' },
+            { label: 'Option 2', value: '2' },
+            { label: 'Option 3', value: '3' },
+        ]}
+        label="Select with Search"
+        showSearch
+        values={['2']}
+    />
+);
+
+export const withMultiSelect = () => (
+    <Select
+        options={[
+            { label: 'Option 1', value: '1' },
+            { label: 'Option 2', value: '2' },
+            { label: 'Option 3', value: '3' },
+        ]}
+        label="Select with multi-select"
+        showSearch
+        values={['2', '3']}
+        isMultiSelect
+    />
+);
+
+export const sizes = () => (
+    <GridList isVertical>
+        {sizeOptions.map((size, index) => (
+            <Select
+                key={`select-${size}`}
+                options={[
+                    { label: 'Option 1', value: '1' },
+                    { label: 'Option 2', value: '2' },
+                    { label: 'Option 3', value: '3' },
+                ]}
+                label={`Select - Font Size: ${size}, Width: ${255 + 50 * index}px`}
+                values={['3']}
+                onCancel={() => alert('Cancel clicked')}
+                onUpdate={(selectedValues) => alert(`Update clicked with values: ${selectedValues}`)}
+                size={size}
+                width={255 + 50 * index}
+            />
+        ))}
+    </GridList>
+);
+
+export const footerActions = () => (
+    <GridList isVertical>
+        <Select
+            options={[
+                { label: 'Option 1', value: '1' },
+                { label: 'Option 2', value: '2' },
+                { label: 'Option 3', value: '3' },
+            ]}
+            label="Select with Footer Actions"
+            values={['3']}
+            onCancel={() => alert('Cancel clicked')}
+            onUpdate={(selectedValues) => alert(`Update clicked with values: ${selectedValues}`)}
+            size="md"
+        />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Select/Select.tsx b/datahub-web-react/src/alchemy-components/components/Select/Select.tsx
new file mode 100644
index 00000000000000..da28f090565431
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/Select.tsx
@@ -0,0 +1,65 @@
+import React from 'react';
+import { BasicSelect } from './BasicSelect';
+import { SelectProps } from './types';
+
+export const selectDefaults: SelectProps = {
+    options: [],
+    label: '',
+    showSearch: false,
+    values: undefined,
+    size: 'md',
+    isDisabled: false,
+    isReadOnly: false,
+    isRequired: false,
+    width: 255,
+    isMultiSelect: false,
+    placeholder: 'Select an option',
+    disabledValues: undefined,
+    showSelectAll: false,
+    selectAllLabel: 'Select All',
+    showDescriptions: false,
+};
+
+export const Select = ({
+    options = selectDefaults.options,
+    label = selectDefaults.label,
+    values = [],
+    onCancel,
+    onUpdate,
+    showSearch = selectDefaults.showSearch,
+    isDisabled = selectDefaults.isDisabled,
+    isReadOnly = selectDefaults.isReadOnly,
+    isRequired = selectDefaults.isRequired,
+    size = selectDefaults.size,
+    width = selectDefaults.width,
+    isMultiSelect = selectDefaults.isMultiSelect,
+    placeholder = selectDefaults.placeholder,
+    disabledValues = selectDefaults.disabledValues,
+    showSelectAll = selectDefaults.showSelectAll,
+    selectAllLabel = selectDefaults.selectAllLabel,
+    showDescriptions = selectDefaults.showDescriptions,
+    ...props
+}: SelectProps) => {
+    return (
+        <BasicSelect
+            options={options}
+            size={size}
+            label={label}
+            values={values}
+            showSearch={showSearch}
+            isDisabled={isDisabled}
+            isReadOnly={isReadOnly}
+            isRequired={isRequired}
+            onCancel={onCancel}
+            onUpdate={onUpdate}
+            width={width}
+            isMultiSelect={isMultiSelect}
+            placeholder={placeholder}
+            disabledValues={disabledValues}
+            showSelectAll={showSelectAll}
+            selectAllLabel={selectAllLabel}
+            showDescriptions={showDescriptions}
+            {...props}
+        />
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Select/SimpleSelect.tsx b/datahub-web-react/src/alchemy-components/components/Select/SimpleSelect.tsx
new file mode 100644
index 00000000000000..be1184cee9e9f5
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/SimpleSelect.tsx
@@ -0,0 +1,299 @@
+import { Icon, Pill, Text } from '@components';
+import { isEqual } from 'lodash';
+import React, { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import {
+    ActionButtonsContainer,
+    Container,
+    DescriptionContainer,
+    Dropdown,
+    LabelContainer,
+    LabelsWrapper,
+    OptionContainer,
+    OptionLabel,
+    OptionList,
+    Placeholder,
+    SearchIcon,
+    SearchInput,
+    SearchInputContainer,
+    SelectAllOption,
+    SelectBase,
+    SelectLabel,
+    SelectValue,
+    StyledCheckbox,
+    StyledClearButton,
+} from './components';
+import { ActionButtonsProps, SelectLabelDisplayProps, SelectOption, SelectProps } from './types';
+
+const SelectLabelDisplay = ({
+    selectedValues,
+    options,
+    placeholder,
+    isMultiSelect,
+    removeOption,
+    disabledValues,
+    showDescriptions,
+}: SelectLabelDisplayProps) => {
+    const selectedOptions = options.filter((opt) => selectedValues.includes(opt.value));
+    return (
+        <LabelsWrapper>
+            {!!selectedOptions.length &&
+                isMultiSelect &&
+                selectedOptions.map((o) => {
+                    const isDisabled = disabledValues?.includes(o.value);
+                    return (
+                        <Pill
+                            label={o.label}
+                            rightIcon={!isDisabled ? 'Close' : ''}
+                            size="sm"
+                            key={o.value}
+                            onClickRightIcon={(e) => {
+                                e.stopPropagation();
+                                removeOption?.(o);
+                            }}
+                            clickable={!isDisabled}
+                        />
+                    );
+                })}
+            {!selectedValues.length && <Placeholder>{placeholder}</Placeholder>}
+            {!isMultiSelect && (
+                <>
+                    <SelectValue>{selectedOptions[0]?.label}</SelectValue>
+                    {showDescriptions && !!selectedValues.length && (
+                        <DescriptionContainer>{selectedOptions[0]?.description}</DescriptionContainer>
+                    )}
+                </>
+            )}
+        </LabelsWrapper>
+    );
+};
+
+const SelectActionButtons = ({
+    selectedValues,
+    isOpen,
+    isDisabled,
+    isReadOnly,
+    showClear,
+    handleClearSelection,
+    fontSize = 'md',
+}: ActionButtonsProps) => {
+    return (
+        <ActionButtonsContainer>
+            {showClear && selectedValues.length > 0 && !isDisabled && !isReadOnly && (
+                <StyledClearButton icon="Close" isCircle onClick={handleClearSelection} size={fontSize} />
+            )}
+            <Icon icon="ChevronLeft" rotate={isOpen ? '90' : '270'} size="xl" color="gray" />
+        </ActionButtonsContainer>
+    );
+};
+
+export const selectDefaults: SelectProps = {
+    options: [],
+    label: '',
+    size: 'md',
+    showSearch: false,
+    isDisabled: false,
+    isReadOnly: false,
+    isRequired: false,
+    showClear: true,
+    width: 255,
+    isMultiSelect: false,
+    placeholder: 'Select an option ',
+    showSelectAll: false,
+    selectAllLabel: 'Select All',
+    showDescriptions: false,
+};
+
+export const SimpleSelect = ({
+    options = selectDefaults.options,
+    label = selectDefaults.label,
+    values = [],
+    onUpdate,
+    showSearch = selectDefaults.showSearch,
+    isDisabled = selectDefaults.isDisabled,
+    isReadOnly = selectDefaults.isReadOnly,
+    isRequired = selectDefaults.isRequired,
+    showClear = selectDefaults.showClear,
+    size = selectDefaults.size,
+    isMultiSelect = selectDefaults.isMultiSelect,
+    placeholder = selectDefaults.placeholder,
+    disabledValues = [],
+    showSelectAll = selectDefaults.showSelectAll,
+    selectAllLabel = selectDefaults.selectAllLabel,
+    optionListTestId,
+    showDescriptions = selectDefaults.showDescriptions,
+    ...props
+}: SelectProps) => {
+    const [searchQuery, setSearchQuery] = useState('');
+    const [isOpen, setIsOpen] = useState(false);
+    const [selectedValues, setSelectedValues] = useState<string[]>(values);
+    const selectRef = useRef<HTMLDivElement>(null);
+    const [areAllSelected, setAreAllSelected] = useState(false);
+
+    useEffect(() => {
+        if (values?.length > 0 && !isEqual(selectedValues, values)) {
+            setSelectedValues(values);
+        }
+    }, [values, selectedValues]);
+
+    useEffect(() => {
+        setAreAllSelected(selectedValues.length === options.length);
+    }, [options, selectedValues]);
+
+    const filteredOptions = useMemo(
+        () => options.filter((option) => option.label.toLowerCase().includes(searchQuery.toLowerCase())),
+        [options, searchQuery],
+    );
+
+    const handleDocumentClick = useCallback((e: MouseEvent) => {
+        if (selectRef.current && !selectRef.current.contains(e.target as Node)) {
+            setIsOpen(false);
+        }
+    }, []);
+
+    useEffect(() => {
+        document.addEventListener('click', handleDocumentClick);
+        return () => {
+            document.removeEventListener('click', handleDocumentClick);
+        };
+    }, [handleDocumentClick]);
+
+    const handleSelectClick = useCallback(() => {
+        if (!isDisabled && !isReadOnly) {
+            setIsOpen((prev) => !prev);
+        }
+    }, [isDisabled, isReadOnly]);
+
+    const handleOptionChange = useCallback(
+        (option: SelectOption) => {
+            const updatedValues = selectedValues.includes(option.value)
+                ? selectedValues.filter((val) => val !== option.value)
+                : [...selectedValues, option.value];
+
+            setSelectedValues(isMultiSelect ? updatedValues : [option.value]);
+            if (onUpdate) {
+                onUpdate(isMultiSelect ? updatedValues : [option.value]);
+            }
+            if (!isMultiSelect) setIsOpen(false);
+        },
+        [onUpdate, isMultiSelect, selectedValues],
+    );
+
+    const handleClearSelection = useCallback(() => {
+        setSelectedValues([]);
+        setAreAllSelected(false);
+        setIsOpen(false);
+        if (onUpdate) {
+            onUpdate([]);
+        }
+    }, [onUpdate]);
+
+    const handleSelectAll = () => {
+        if (areAllSelected) {
+            setSelectedValues([]);
+            onUpdate?.([]);
+        } else {
+            const allValues = options.map((option) => option.value);
+            setSelectedValues(allValues);
+            onUpdate?.(allValues);
+        }
+        setAreAllSelected(!areAllSelected);
+    };
+
+    return (
+        <Container ref={selectRef} size={size || 'md'} width={props.width || 255}>
+            {label && <SelectLabel onClick={handleSelectClick}>{label}</SelectLabel>}
+            <SelectBase
+                isDisabled={isDisabled}
+                isReadOnly={isReadOnly}
+                isRequired={isRequired}
+                isOpen={isOpen}
+                onClick={handleSelectClick}
+                fontSize={size}
+                {...props}
+            >
+                <SelectLabelDisplay
+                    selectedValues={selectedValues}
+                    options={options}
+                    placeholder={placeholder || 'Select an option'}
+                    isMultiSelect={isMultiSelect}
+                    removeOption={handleOptionChange}
+                    disabledValues={disabledValues}
+                    showDescriptions={showDescriptions}
+                />
+                <SelectActionButtons
+                    selectedValues={selectedValues}
+                    isOpen={isOpen}
+                    isDisabled={!!isDisabled}
+                    isReadOnly={!!isReadOnly}
+                    handleClearSelection={handleClearSelection}
+                    fontSize={size}
+                    showClear={!!showClear}
+                />
+            </SelectBase>
+            {isOpen && (
+                <Dropdown>
+                    {showSearch && (
+                        <SearchInputContainer>
+                            <SearchInput
+                                type="text"
+                                placeholder="Search…"
+                                value={searchQuery}
+                                onChange={(e) => setSearchQuery(e.target.value)}
+                                style={{ fontSize: size || 'md' }}
+                            />
+                            <SearchIcon icon="Search" size={size} color="gray" />
+                        </SearchInputContainer>
+                    )}
+                    <OptionList data-testid={optionListTestId}>
+                        {showSelectAll && isMultiSelect && (
+                            <SelectAllOption
+                                isSelected={areAllSelected}
+                                onClick={() => !(disabledValues.length === options.length) && handleSelectAll()}
+                                isDisabled={disabledValues.length === options.length}
+                            >
+                                <LabelContainer>
+                                    <span>{selectAllLabel}</span>
+                                    <StyledCheckbox
+                                        checked={areAllSelected}
+                                        disabled={disabledValues.length === options.length}
+                                    />
+                                </LabelContainer>
+                            </SelectAllOption>
+                        )}
+                        {filteredOptions.map((option) => (
+                            <OptionLabel
+                                key={option.value}
+                                onClick={() => !isMultiSelect && handleOptionChange(option)}
+                                isSelected={selectedValues.includes(option.value)}
+                                isMultiSelect={isMultiSelect}
+                                isDisabled={disabledValues?.includes(option.value)}
+                            >
+                                {isMultiSelect ? (
+                                    <LabelContainer>
+                                        <span>{option.label}</span>
+                                        <StyledCheckbox
+                                            onClick={() => handleOptionChange(option)}
+                                            checked={selectedValues.includes(option.value)}
+                                            disabled={disabledValues?.includes(option.value)}
+                                        />
+                                    </LabelContainer>
+                                ) : (
+                                    <OptionContainer>
+                                        <Text color="gray" weight="semiBold" size="md">
+                                            {option.label}
+                                        </Text>
+                                        {!!option.description && (
+                                            <Text color="gray" weight="normal" size="sm">
+                                                {option.description}
+                                            </Text>
+                                        )}
+                                    </OptionContainer>
+                                )}
+                            </OptionLabel>
+                        ))}
+                    </OptionList>
+                </Dropdown>
+            )}
+        </Container>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Select/components.ts b/datahub-web-react/src/alchemy-components/components/Select/components.ts
new file mode 100644
index 00000000000000..a360238fef4923
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/components.ts
@@ -0,0 +1,235 @@
+import { Button, Icon } from '@components';
+import { borders, colors, radius, shadows, spacing, transition, typography } from '@components/theme';
+import { Checkbox } from 'antd';
+import styled from 'styled-components';
+import { formLabelTextStyles, inputPlaceholderTextStyles, inputValueTextStyles } from '../commonStyles';
+import { SelectSizeOptions, SelectStyleProps } from './types';
+import { getOptionLabelStyle, getSelectFontStyles, getSelectStyle } from './utils';
+
+const sharedTransition = `${transition.property.colors} ${transition.easing['ease-in-out']} ${transition.duration.normal}`;
+
+/**
+ * Base Select component styling
+ */
+export const SelectBase = styled.div<SelectStyleProps>(({ isDisabled, isReadOnly, fontSize, isOpen }) => ({
+    ...getSelectStyle({ isDisabled, isReadOnly, fontSize, isOpen }),
+    display: 'flex',
+    flexDirection: 'row' as const,
+    gap: spacing.xsm,
+    transition: sharedTransition,
+    justifyContent: 'space-between',
+    alignItems: 'center',
+    overflow: 'auto',
+    backgroundColor: isDisabled ? colors.gray[100] : 'white',
+}));
+
+/**
+ * Styled components specific to the Basic version of the Select component
+ */
+
+// Container for the Basic Select component
+interface ContainerProps {
+    size: SelectSizeOptions;
+    width?: number | 'full';
+}
+
+export const Container = styled.div<ContainerProps>(({ size, width }) => ({
+    position: 'relative',
+    display: 'flex',
+    flexDirection: 'column',
+    width: width === 'full' ? '100%' : `${width}px`,
+    gap: '4px',
+    transition: sharedTransition,
+    minWidth: '175px',
+    ...getSelectFontStyles(size),
+    ...inputValueTextStyles(size),
+}));
+
+export const Dropdown = styled.div({
+    position: 'absolute',
+    top: '100%',
+    left: 0,
+    right: 0,
+    borderRadius: radius.md,
+    background: colors.white,
+    zIndex: 1,
+    transition: sharedTransition,
+    boxShadow: shadows.dropdown,
+    padding: spacing.xsm,
+    display: 'flex',
+    flexDirection: 'column',
+    gap: '8px',
+    marginTop: '4px',
+    maxHeight: '360px',
+    overflow: 'auto',
+});
+
+export const SearchInputContainer = styled.div({
+    position: 'relative',
+    width: '100%',
+    display: 'flex',
+    justifyContent: 'center',
+});
+
+export const SearchInput = styled.input({
+    width: '100%',
+    borderRadius: radius.md,
+    border: `1px solid ${colors.gray[200]}`,
+    color: colors.gray[500],
+    fontFamily: typography.fonts.body,
+    fontSize: typography.fontSizes.sm,
+    padding: spacing.xsm,
+    paddingRight: spacing.xlg,
+
+    '&:focus': {
+        borderColor: colors.violet[200],
+        outline: `${borders['1px']} ${colors.violet[200]}`,
+    },
+});
+
+export const SearchIcon = styled(Icon)({
+    position: 'absolute',
+    right: spacing.sm,
+    top: '50%',
+    transform: 'translateY(-50%)',
+    pointerEvents: 'none',
+});
+
+// Styled components for SelectValue (Selected value display)
+export const SelectValue = styled.span({
+    ...inputValueTextStyles(),
+});
+
+export const Placeholder = styled.span({
+    ...inputPlaceholderTextStyles,
+});
+
+export const ActionButtonsContainer = styled.div({
+    display: 'flex',
+    gap: '6px',
+    flexDirection: 'row',
+    alignItems: 'center',
+});
+
+/**
+ * Components that can be reused to create new Select variants
+ */
+
+export const FooterBase = styled.div({
+    display: 'flex',
+    justifyContent: 'flex-end',
+    gap: spacing.sm,
+    paddingTop: spacing.sm,
+    borderTop: `1px solid ${colors.gray[100]}`,
+});
+
+export const OptionList = styled.div({
+    display: 'flex',
+    flexDirection: 'column' as const,
+});
+
+export const LabelContainer = styled.div({
+    display: 'flex',
+    justifyContent: 'space-between',
+    width: '100%',
+});
+
+export const OptionContainer = styled.div({
+    display: 'flex',
+    flexDirection: 'column',
+});
+
+export const DescriptionContainer = styled.span({
+    whiteSpace: 'nowrap',
+    overflow: 'hidden',
+    textOverflow: 'ellipsis',
+    width: '100%',
+    color: colors.gray[500],
+    lineHeight: 'normal',
+    fontSize: typography.fontSizes.sm,
+    marginTop: spacing.xxsm,
+});
+
+export const LabelsWrapper = styled.div({
+    display: 'flex',
+    flexWrap: 'wrap',
+    gap: spacing.xxsm,
+    maxHeight: '150px',
+    maxWidth: 'calc(100% - 54px)',
+});
+
+export const OptionLabel = styled.label<{ isSelected: boolean; isMultiSelect?: boolean; isDisabled?: boolean }>(
+    ({ isSelected, isMultiSelect, isDisabled }) => ({
+        ...getOptionLabelStyle(isSelected, isMultiSelect, isDisabled),
+    }),
+);
+
+export const SelectAllOption = styled.div<{ isSelected: boolean; isDisabled?: boolean }>(
+    ({ isSelected, isDisabled }) => ({
+        cursor: isDisabled ? 'not-allowed' : 'pointer',
+        padding: spacing.xsm,
+        color: isSelected ? colors.violet[700] : colors.gray[500],
+        fontWeight: typography.fontWeights.semiBold,
+        fontSize: typography.fontSizes.md,
+        display: 'flex',
+        alignItems: 'center',
+    }),
+);
+
+export const SelectLabel = styled.label({
+    ...formLabelTextStyles,
+    marginBottom: spacing.xxsm,
+    textAlign: 'left',
+});
+
+export const StyledCancelButton = styled(Button)({
+    backgroundColor: colors.violet[100],
+    color: colors.violet[500],
+    borderColor: colors.violet[100],
+
+    '&:hover': {
+        backgroundColor: colors.violet[200],
+        borderColor: colors.violet[200],
+    },
+});
+
+export const StyledClearButton = styled(Button)({
+    backgroundColor: colors.gray[200],
+    border: `1px solid ${colors.gray[200]}`,
+    color: colors.black,
+    padding: '1px',
+
+    '&:hover': {
+        backgroundColor: colors.violet[100],
+        color: colors.violet[700],
+        borderColor: colors.violet[100],
+        boxShadow: shadows.none,
+    },
+
+    '&:focus': {
+        backgroundColor: colors.violet[100],
+        color: colors.violet[700],
+        boxShadow: `0 0 0 2px ${colors.white}, 0 0 0 4px ${colors.violet[50]}`,
+    },
+});
+
+export const ClearIcon = styled.span({
+    cursor: 'pointer',
+    marginLeft: '8px',
+});
+
+export const ArrowIcon = styled.span<{ isOpen: boolean }>(({ isOpen }) => ({
+    marginLeft: 'auto',
+    border: 'solid black',
+    borderWidth: '0 1px 1px 0',
+    display: 'inline-block',
+    padding: '3px',
+    transform: isOpen ? 'rotate(-135deg)' : 'rotate(45deg)',
+}));
+
+export const StyledCheckbox = styled(Checkbox)({
+    '.ant-checkbox-checked:not(.ant-checkbox-disabled) .ant-checkbox-inner': {
+        backgroundColor: colors.violet[500],
+        borderColor: `${colors.violet[500]} !important`,
+    },
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Select/index.ts b/datahub-web-react/src/alchemy-components/components/Select/index.ts
new file mode 100644
index 00000000000000..eb469d0edc0046
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/index.ts
@@ -0,0 +1,3 @@
+export { Select, selectDefaults } from './Select';
+export { SimpleSelect } from './SimpleSelect';
+export type { SelectProps, SelectOption } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Select/types.ts b/datahub-web-react/src/alchemy-components/components/Select/types.ts
new file mode 100644
index 00000000000000..5ccde408b76999
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/types.ts
@@ -0,0 +1,61 @@
+export type SelectSizeOptions = 'sm' | 'md' | 'lg';
+
+export interface SelectOption {
+    value: string;
+    label: string;
+    description?: string;
+}
+
+export interface SelectProps {
+    options: SelectOption[];
+    label?: string;
+    values?: string[];
+    onCancel?: () => void;
+    onUpdate?: (selectedValues: string[]) => void;
+    size?: SelectSizeOptions;
+    showSearch?: boolean;
+    isDisabled?: boolean;
+    isReadOnly?: boolean;
+    isRequired?: boolean;
+    showClear?: boolean;
+    width?: number | 'full';
+    isMultiSelect?: boolean;
+    placeholder?: string;
+    disabledValues?: string[];
+    showSelectAll?: boolean;
+    selectAllLabel?: string;
+    optionListTestId?: string;
+    showDescriptions?: boolean;
+}
+
+export interface SelectStyleProps {
+    fontSize?: SelectSizeOptions;
+    isDisabled?: boolean;
+    isReadOnly?: boolean;
+    isRequired?: boolean;
+    isOpen?: boolean;
+}
+
+export interface ActionButtonsProps {
+    fontSize?: SelectSizeOptions;
+    selectedValues: string[];
+    isOpen: boolean;
+    isDisabled: boolean;
+    isReadOnly: boolean;
+    showClear: boolean;
+    handleClearSelection: () => void;
+}
+
+export interface SelectLabelDisplayProps {
+    selectedValues: string[];
+    options: SelectOption[];
+    placeholder: string;
+    isMultiSelect?: boolean;
+    removeOption?: (option: SelectOption) => void;
+    disabledValues?: string[];
+    showDescriptions?: boolean;
+}
+
+export interface SearchInputProps extends React.InputHTMLAttributes<HTMLInputElement> {
+    fontSize: SelectSizeOptions;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Select/utils.ts b/datahub-web-react/src/alchemy-components/components/Select/utils.ts
new file mode 100644
index 00000000000000..d054dd8ff737ad
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Select/utils.ts
@@ -0,0 +1,125 @@
+import { borders, colors, radius, spacing, typography } from '@components/theme';
+import { getFontSize } from '@components/theme/utils';
+
+import { SelectStyleProps } from './types';
+
+export const getOptionLabelStyle = (isSelected: boolean, isMultiSelect?: boolean, isDisabled?: boolean) => ({
+    cursor: isDisabled ? 'not-allowed' : 'pointer',
+    padding: spacing.xsm,
+    borderRadius: radius.md,
+    lineHeight: typography.lineHeights.normal,
+    backgroundColor: isSelected && !isMultiSelect ? colors.violet[100] : 'transparent',
+    color: isSelected ? colors.violet[700] : colors.gray[500],
+    fontWeight: typography.fontWeights.medium,
+    fontSize: typography.fontSizes.md,
+    display: 'flex',
+    alignItems: 'center',
+
+    '&:hover': {
+        backgroundColor: isSelected ? colors.violet[100] : colors.gray[100],
+    },
+});
+
+export const getFooterButtonSize = (size) => {
+    return size === 'sm' ? 'sm' : 'md';
+};
+
+export const getSelectFontStyles = (size) => {
+    const baseFontStyles = {
+        lineHeight: typography.lineHeights.none,
+    };
+
+    const sizeStyles = {
+        sm: {
+            ...baseFontStyles,
+            fontSize: getFontSize(size),
+        },
+        md: {
+            ...baseFontStyles,
+            fontSize: getFontSize(size),
+        },
+        lg: {
+            ...baseFontStyles,
+            fontSize: getFontSize(size),
+        },
+    };
+
+    return sizeStyles[size];
+};
+
+export const getSelectPadding = (size) => {
+    const paddingStyles = {
+        sm: {
+            padding: `${spacing.sm} ${spacing.xsm}`,
+        },
+        md: {
+            padding: `${spacing.sm} ${spacing.md}`,
+        },
+        lg: {
+            padding: `${spacing.md} ${spacing.sm}`,
+        },
+    };
+
+    return paddingStyles[size];
+};
+
+export const getSearchPadding = (size) => {
+    const paddingStyles = {
+        sm: {
+            padding: `${spacing.xxsm} ${spacing.xsm}`,
+        },
+        md: {
+            padding: `${spacing.xsm} ${spacing.xsm}`,
+        },
+        lg: {
+            padding: `${spacing.xsm} ${spacing.xsm}`,
+        },
+    };
+
+    return paddingStyles[size];
+};
+
+export const getSelectStyle = (props: SelectStyleProps) => {
+    const { isDisabled, isReadOnly, fontSize, isOpen } = props;
+
+    const baseStyle = {
+        borderRadius: radius.md,
+        border: `1px solid ${colors.gray[200]}`,
+        fontFamily: typography.fonts.body,
+        color: isDisabled ? colors.gray[300] : colors.black,
+        cursor: isDisabled || isReadOnly ? 'not-allowed' : 'pointer',
+        backgroundColor: isDisabled ? colors.gray[100] : 'initial',
+
+        '&::placeholder': {
+            color: colors.gray[400],
+        },
+
+        // Open Styles
+        ...(isOpen
+            ? {
+                  borderColor: colors.violet[300],
+                  boxShadow: `0px 0px 4px 0px rgba(83, 63, 209, 0.5)`,
+                  outline: 'none',
+              }
+            : {}),
+
+        // Hover Styles
+        ...(isDisabled || isReadOnly || isOpen
+            ? {}
+            : {
+                  '&:hover': {
+                      borderColor: colors.violet[200],
+                      outline: `${borders['1px']} ${colors.violet[200]}`,
+                  },
+              }),
+    };
+
+    const fontStyles = getSelectFontStyles(fontSize);
+    const paddingStyles = getSelectPadding(fontSize);
+
+    return {
+        ...baseStyle,
+        ...fontStyles,
+        ...paddingStyles,
+    };
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Switch/Switch.stories.tsx b/datahub-web-react/src/alchemy-components/components/Switch/Switch.stories.tsx
new file mode 100644
index 00000000000000..7bb4ee2397cc63
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Switch/Switch.stories.tsx
@@ -0,0 +1,169 @@
+import React from 'react';
+
+import type { Meta, StoryObj } from '@storybook/react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+
+import { GridList } from '@components/.docs/mdx-components';
+
+import { Switch, switchDefaults } from './Switch';
+import { AVAILABLE_ICONS } from '../Icon';
+
+const meta = {
+    title: 'Forms / Switch',
+    component: Switch,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'A component that is used to get user input in the state of a toggle.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        label: {
+            description: 'Label for the Switch.',
+            table: {
+                defaultValue: { summary: switchDefaults.label },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        labelPosition: {
+            description: 'The position of the label relative to the Switch.',
+            options: ['left', 'top'],
+            table: {
+                defaultValue: { summary: switchDefaults.labelPosition },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        icon: {
+            description: 'The icon to display in the Switch Slider.',
+            type: 'string',
+            options: AVAILABLE_ICONS,
+            table: {
+                defaultValue: { summary: 'undefined' },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        colorScheme: {
+            description: 'The color of the Switch.',
+            options: ['violet', 'green', 'red', 'blue', 'gray'],
+            table: {
+                defaultValue: { summary: switchDefaults.colorScheme },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        size: {
+            description: 'The size of the Button.',
+            options: ['sm', 'md', 'lg', 'xl'],
+            table: {
+                defaultValue: { summary: switchDefaults.size },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        isSquare: {
+            description: 'Whether the Switch is square in shape.',
+            table: {
+                defaultValue: { summary: switchDefaults?.isSquare?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isChecked: {
+            description: 'Whether the Switch is checked.',
+            table: {
+                defaultValue: { summary: switchDefaults?.isChecked?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isDisabled: {
+            description: 'Whether the Switch is in disabled state.',
+            table: {
+                defaultValue: { summary: switchDefaults?.isDisabled?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isRequired: {
+            description: 'Whether the Switch is a required field.',
+            table: {
+                defaultValue: { summary: switchDefaults?.isRequired?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+    },
+
+    // Define defaults
+    args: {
+        label: switchDefaults.label,
+        labelPosition: switchDefaults.labelPosition,
+        icon: switchDefaults.icon,
+        colorScheme: switchDefaults.colorScheme,
+        size: switchDefaults.size,
+        isSquare: switchDefaults.isSquare,
+        isChecked: switchDefaults.isChecked,
+        isDisabled: switchDefaults.isDisabled,
+        isRequired: switchDefaults.isRequired,
+    },
+} satisfies Meta<typeof Switch>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Switch {...props} />,
+};
+
+export const sizes = () => (
+    <GridList isVertical>
+        <Switch label="Small" size="sm" />
+        <Switch label="Medium" size="md" />
+        <Switch label="Large" size="lg" />
+        <Switch label="XLarge" size="xl" />
+    </GridList>
+);
+
+export const colors = () => (
+    <GridList isVertical>
+        <Switch label="Default" isChecked colorScheme="violet" />
+        <Switch label="Green" isChecked colorScheme="green" />
+        <Switch label="Red" isChecked colorScheme="red" />
+        <Switch label="Blue" isChecked colorScheme="blue" />
+        <Switch label="Gray" isChecked colorScheme="gray" />
+    </GridList>
+);
+
+export const states = () => (
+    <GridList isVertical>
+        <Switch label="Disabled" isDisabled />
+        <Switch label="Required" isRequired />
+        <Switch label="with Icon" icon="Add" />
+    </GridList>
+);
+
+export const types = () => (
+    <GridList width="400px">
+        <Switch label="Default" />
+        <Switch label="Square" isSquare />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Switch/Switch.tsx b/datahub-web-react/src/alchemy-components/components/Switch/Switch.tsx
new file mode 100644
index 00000000000000..18a01386562ee9
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Switch/Switch.tsx
@@ -0,0 +1,74 @@
+import { Tooltip } from '@components';
+import React, { useEffect, useState } from 'react';
+import { IconContainer, Label, Required, Slider, StyledIcon, StyledInput, SwitchContainer } from './components';
+import { SwitchProps } from './types';
+
+export const switchDefaults: SwitchProps = {
+    label: 'Label',
+    labelPosition: 'left',
+    colorScheme: 'violet',
+    size: 'md',
+    isSquare: false,
+    isChecked: false,
+    isDisabled: false,
+    isRequired: false,
+};
+
+export const Switch = ({
+    label = switchDefaults.label,
+    labelPosition = switchDefaults.labelPosition,
+    icon, // undefined by default
+    colorScheme = switchDefaults.colorScheme,
+    size = switchDefaults.size,
+    isSquare = switchDefaults.isSquare,
+    isChecked = switchDefaults.isChecked,
+    isDisabled = switchDefaults.isDisabled,
+    isRequired = switchDefaults.isRequired,
+    labelHoverText,
+    disabledHoverText,
+    labelStyle,
+    ...props
+}: SwitchProps) => {
+    const [checked, setChecked] = useState(isChecked);
+
+    useEffect(() => {
+        setChecked(isChecked);
+    }, [isChecked]);
+
+    const id = props.id || `switchToggle-${label}`;
+
+    return (
+        <SwitchContainer labelPosition={labelPosition || 'left'} isDisabled={isDisabled}>
+            <Tooltip title={labelHoverText} showArrow={false}>
+                <Label id={id} aria-label={label} style={labelStyle}>
+                    {label} {isRequired && <Required>*</Required>}
+                </Label>
+            </Tooltip>
+            <StyledInput
+                type="checkbox"
+                checked={checked}
+                onChange={() => setChecked(!checked)}
+                customSize={size}
+                disabled={isDisabled}
+                colorScheme={colorScheme || 'violet'}
+                aria-labelledby={id}
+                aria-checked={checked}
+                {...props}
+            />
+            <Tooltip title={isDisabled && disabledHoverText ? disabledHoverText : undefined} showArrow={false}>
+                <Slider size={size} isSquare={isSquare} isDisabled={isDisabled}>
+                    <IconContainer>
+                        {icon && (
+                            <StyledIcon
+                                icon={icon}
+                                color={checked ? colorScheme || 'violet' : 'inherit'}
+                                size={size || 'md'}
+                                checked={checked}
+                            />
+                        )}
+                    </IconContainer>
+                </Slider>
+            </Tooltip>
+        </SwitchContainer>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Switch/components.ts b/datahub-web-react/src/alchemy-components/components/Switch/components.ts
new file mode 100644
index 00000000000000..1586c1cf9f32fd
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Switch/components.ts
@@ -0,0 +1,118 @@
+import styled from 'styled-components';
+
+import { borders, colors, shadows, spacing, transition } from '@components/theme';
+import { ColorOptions, SizeOptions } from '@components/theme/config';
+
+import { Icon } from '../Icon';
+
+import { formLabelTextStyles } from '../commonStyles';
+
+import {
+    getIconTransformPositionLeft,
+    getIconTransformPositionTop,
+    getInputHeight,
+    getSliderTransformPosition,
+    getToggleSize,
+} from './utils';
+
+import type { SwitchLabelPosition } from './types';
+
+export const Label = styled.div({
+    ...formLabelTextStyles,
+    display: 'flex',
+    alignItems: 'flex-start',
+});
+
+export const SwitchContainer = styled.label<{ labelPosition: SwitchLabelPosition; isDisabled?: boolean }>(
+    ({ labelPosition, isDisabled }) => ({
+        display: 'flex',
+        flexDirection: labelPosition === 'top' ? 'column' : 'row',
+        alignItems: labelPosition === 'top' ? 'flex-start' : 'center',
+        gap: spacing.sm,
+        cursor: isDisabled ? 'not-allowed' : 'pointer',
+        width: 'max-content',
+    }),
+);
+
+export const Slider = styled.div<{ size?: SizeOptions; isSquare?: boolean; isDisabled?: boolean }>(
+    ({ size, isSquare, isDisabled }) => ({
+        '&:before': {
+            transition: `${transition.duration.normal} all`,
+            content: '""',
+            position: 'absolute',
+            minWidth: getToggleSize(size || 'md', 'slider'), // sliders width and height must be same
+            minHeight: getToggleSize(size || 'md', 'slider'),
+            borderRadius: !isSquare ? '35px' : '0px',
+            top: '50%',
+            left: spacing.xxsm,
+            transform: 'translate(0, -50%)',
+            backgroundColor: !isDisabled ? colors.white : colors.gray[200],
+            boxShadow: `
+				0px 1px 2px 0px rgba(16, 24, 40, 0.06),
+				0px 1px 3px 0px rgba(16, 24, 40, 0.12)
+			`,
+        },
+        borderRadius: !isSquare ? '32px' : '0px',
+        minWidth: getToggleSize(size || 'md', 'input'),
+        minHeight: getInputHeight(size || 'md'),
+    }),
+    {
+        display: 'flex',
+        justifyContent: 'center',
+        alignItems: 'center',
+        position: 'relative',
+
+        backgroundColor: colors.gray[100],
+        padding: spacing.xxsm,
+        transition: `${transition.duration.normal} all`,
+        boxSizing: 'content-box',
+    },
+);
+
+export const Required = styled.span({
+    color: colors.red[500],
+    marginLeft: spacing.xxsm,
+});
+
+export const StyledInput = styled.input<{
+    customSize?: SizeOptions;
+    disabled?: boolean;
+    colorScheme: ColorOptions;
+    checked?: boolean;
+}>`
+    opacity: 0;
+    position: absolute;
+
+    &:checked + ${Slider} {
+        background-color: ${(props) => (!props.disabled ? colors[props.colorScheme][500] : colors.gray[100])};
+
+        &:before {
+            transform: ${({ customSize }) => getSliderTransformPosition(customSize || 'md')};
+        }
+    }
+
+    &:focus-within + ${Slider} {
+        border-color: ${(props) => (props.checked ? colors[props.colorScheme][200] : 'transparent')};
+        outline: ${(props) => (props.checked ? `${borders['2px']} ${colors[props.colorScheme][200]}` : 'none')};
+        box-shadow: ${(props) => (props.checked ? shadows.xs : 'none')};
+    }
+`;
+
+export const StyledIcon = styled(Icon)<{ checked?: boolean; size: SizeOptions }>(
+    ({ checked, size }) => ({
+        left: getIconTransformPositionLeft(size, checked || false),
+        top: getIconTransformPositionTop(size),
+    }),
+    {
+        transition: `${transition.duration.normal} all`,
+        position: 'absolute',
+        display: 'flex',
+        alignItems: 'center',
+        justifyContent: 'center',
+        color: colors.gray[500],
+    },
+);
+
+export const IconContainer = styled.div({
+    position: 'relative',
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Switch/index.ts b/datahub-web-react/src/alchemy-components/components/Switch/index.ts
new file mode 100644
index 00000000000000..0c48d2964887ec
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Switch/index.ts
@@ -0,0 +1,2 @@
+export { Switch, switchDefaults } from './Switch';
+export type { SwitchProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Switch/types.ts b/datahub-web-react/src/alchemy-components/components/Switch/types.ts
new file mode 100644
index 00000000000000..e15c0f81b4a392
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Switch/types.ts
@@ -0,0 +1,21 @@
+import { ColorOptions, SizeOptions } from '@components/theme/config';
+import { InputHTMLAttributes } from 'react';
+import { CSSProperties } from 'styled-components';
+import { IconNames } from '../Icon';
+
+export type SwitchLabelPosition = 'left' | 'top';
+
+export interface SwitchProps extends Omit<InputHTMLAttributes<HTMLInputElement>, 'size'> {
+    label: string;
+    labelPosition?: SwitchLabelPosition;
+    icon?: IconNames;
+    colorScheme?: ColorOptions;
+    size?: SizeOptions;
+    isSquare?: boolean;
+    isChecked?: boolean;
+    isDisabled?: boolean;
+    isRequired?: boolean;
+    labelHoverText?: string;
+    disabledHoverText?: string;
+    labelStyle?: CSSProperties;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Switch/utils.ts b/datahub-web-react/src/alchemy-components/components/Switch/utils.ts
new file mode 100644
index 00000000000000..c0365baa348183
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Switch/utils.ts
@@ -0,0 +1,97 @@
+import { SizeOptions } from '@components/theme/config';
+
+const sliderSize = {
+    sm: '14px',
+    md: '16px',
+    lg: '18px',
+    xl: '20px',
+};
+
+const inputSize = {
+    sm: '35px',
+    md: '40px',
+    lg: '45px',
+    xl: '50px',
+};
+
+const translateSize = {
+    sm: '22px',
+    md: '24px',
+    lg: '26px',
+    xl: '28px',
+};
+
+const iconTransformPositionLeft = {
+    sm: {
+        checked: '5.5px',
+        unchecked: '-16.5px',
+    },
+    md: {
+        checked: '5px',
+        unchecked: '-19px',
+    },
+    lg: {
+        checked: '4.5px',
+        unchecked: '-21.5px',
+    },
+    xl: {
+        checked: '4px',
+        unchecked: '-24px',
+    },
+};
+
+const iconTransformPositionTop = {
+    sm: '-6px',
+    md: '-7px',
+    lg: '-8px',
+    xl: '-9px',
+};
+
+export const getToggleSize = (size: SizeOptions, mode: 'slider' | 'input'): string => {
+    if (size === 'sm') return mode === 'slider' ? sliderSize.sm : inputSize.sm;
+    if (size === 'md') return mode === 'slider' ? sliderSize.md : inputSize.md;
+    if (size === 'lg') return mode === 'slider' ? sliderSize.lg : inputSize.lg;
+    return mode === 'slider' ? sliderSize.xl : inputSize.xl; // xl
+};
+
+export const getInputHeight = (size: SizeOptions) => {
+    if (size === 'sm') return sliderSize.sm;
+    if (size === 'md') return sliderSize.md;
+    if (size === 'lg') return sliderSize.lg;
+    return sliderSize.xl; // xl
+};
+
+export const getSliderTransformPosition = (size: SizeOptions): string => {
+    if (size === 'sm') return `translate(${translateSize.sm}, -50%)`;
+    if (size === 'md') return `translate(${translateSize.md}, -50%)`;
+    if (size === 'lg') return `translate(${translateSize.lg}, -50%)`;
+    return `translate(${translateSize.xl}, -50%)`; // xl
+};
+
+export const getIconTransformPositionLeft = (size: SizeOptions, checked: boolean): string => {
+    if (size === 'sm') {
+        if (checked) return iconTransformPositionLeft.sm.checked;
+        return iconTransformPositionLeft.sm.unchecked;
+    }
+
+    if (size === 'md') {
+        if (checked) return iconTransformPositionLeft.md.checked;
+        return iconTransformPositionLeft.md.unchecked;
+    }
+
+    if (size === 'lg') {
+        if (checked) return iconTransformPositionLeft.lg.checked;
+        return iconTransformPositionLeft.lg.unchecked;
+    }
+
+    // xl
+    if (checked) return iconTransformPositionLeft.xl.checked;
+    return iconTransformPositionLeft.xl.unchecked;
+};
+
+export const getIconTransformPositionTop = (size: SizeOptions): string => {
+    if (size === 'sm') return iconTransformPositionTop.sm;
+    if (size === 'md') return iconTransformPositionTop.md;
+    if (size === 'lg') return iconTransformPositionTop.lg;
+    return iconTransformPositionTop.xl; // xl
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Table/Table.stories.tsx b/datahub-web-react/src/alchemy-components/components/Table/Table.stories.tsx
new file mode 100644
index 00000000000000..3a36b658978066
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Table/Table.stories.tsx
@@ -0,0 +1,162 @@
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import { Meta, StoryObj } from '@storybook/react';
+import React from 'react';
+import { Table, tableDefaults } from '.';
+
+// Auto Docs
+const meta = {
+    title: 'Lists & Tables / Table',
+    component: Table,
+
+    // Display Properties
+    parameters: {
+        layout: 'padded',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'This component allows users to render a table with different columns and their data',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        columns: {
+            description: 'Array of column objects for the table header.',
+            control: 'object',
+            table: {
+                defaultValue: { summary: JSON.stringify(tableDefaults.columns) },
+            },
+        },
+        data: {
+            description: 'Array of data rows for the table body.',
+            control: 'object',
+            table: {
+                defaultValue: { summary: JSON.stringify(tableDefaults.data) },
+            },
+        },
+        showHeader: {
+            description: 'Whether to show the table header.',
+            control: 'boolean',
+            table: {
+                defaultValue: { summary: tableDefaults.showHeader?.toString() },
+            },
+        },
+        isLoading: {
+            description: 'Whether the table is in loading state.',
+            control: 'boolean',
+            table: {
+                defaultValue: { summary: tableDefaults.isLoading?.toString() },
+            },
+        },
+        isScrollable: {
+            description: 'Whether the table is scrollable.',
+            control: 'boolean',
+            table: {
+                defaultValue: { summary: tableDefaults.isScrollable?.toString() },
+            },
+        },
+        maxHeight: {
+            description: 'Maximum height of the table container.',
+            control: 'text',
+            table: {
+                defaultValue: { summary: tableDefaults.maxHeight },
+            },
+        },
+    },
+
+    // Define defaults
+    args: {
+        columns: [
+            { title: 'Column 1', key: 'column1', dataIndex: 'column1' },
+            { title: 'Column 2', key: 'column2', dataIndex: 'column2' },
+        ],
+        data: [
+            { column1: 'Row 1 Col 1', column2: 'Row 1 Col 2' },
+            { column1: 'Row 2 Col 1', column2: 'Row 2 Col 2' },
+        ],
+        showHeader: tableDefaults.showHeader,
+        isLoading: tableDefaults.isLoading,
+        isScrollable: tableDefaults.isScrollable,
+        maxHeight: tableDefaults.maxHeight,
+    },
+} satisfies Meta<typeof Table<any>>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook & is used as the code sandbox
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Table {...props} />,
+};
+
+export const withScroll = () => (
+    <Table
+        columns={[
+            { title: 'Column 1', key: 'column1', dataIndex: 'column1' },
+            { title: 'Column 2', key: 'column2', dataIndex: 'column2' },
+        ]}
+        data={[
+            { column1: 'Row 1 Col 1', column2: 'Row 1 Col 2' },
+            { column1: 'Row 2 Col 1', column2: 'Row 2 Col 2' },
+            { column1: 'Row 3 Col 1', column2: 'Row 3 Col 2' },
+            { column1: 'Row 4 Col 1', column2: 'Row 4 Col 2' },
+            { column1: 'Row 5 Col 1', column2: 'Row 5 Col 2' },
+            { column1: 'Row 6 Col 1', column2: 'Row 6 Col 2' },
+        ]}
+        maxHeight="180px"
+        isScrollable
+    />
+);
+
+export const withCustomColumnWidths = () => (
+    <Table
+        columns={[
+            { title: 'Column 1', key: 'column1', dataIndex: 'column1', width: '50%' },
+            { title: 'Column 2', key: 'column2', dataIndex: 'column2', width: '30%' },
+            { title: 'Column 3', key: 'column3', dataIndex: 'column3', width: '20%' },
+        ]}
+        data={[
+            { column1: 'Row 1 Col 1', column2: 'Row 1 Col 2', column3: 1 },
+            { column1: 'Row 2 Col 1', column2: 'Row 2 Col 2', column3: 2 },
+            { column1: 'Row 3 Col 1', column2: 'Row 3 Col 2', column3: 3 },
+        ]}
+    />
+);
+
+export const withColumnSorting = () => (
+    <Table
+        columns={[
+            {
+                title: 'Column 1',
+                key: 'column1',
+                dataIndex: 'column1',
+                sorter: (a, b) => a.column1.localeCompare(b.column1),
+            },
+            { title: 'Column 2', key: 'column2', dataIndex: 'column2' },
+            { title: 'Column 3', key: 'column3', dataIndex: 'column3', sorter: (a, b) => a.column3 - b.column3 },
+        ]}
+        data={[
+            { column1: 'Row 2 Col 1', column2: 'Row 2 Col 2', column3: 3 },
+            { column1: 'Row 1 Col 1', column2: 'Row 1 Col 2', column3: 2 },
+            { column1: 'Row 3 Col 1', column2: 'Row 3 Col 2', column3: 1 },
+        ]}
+    />
+);
+
+export const withoutHeader = () => (
+    <Table
+        columns={[
+            { title: 'Column 1', key: 'column1', dataIndex: 'column1' },
+            { title: 'Column 2', key: 'column2', dataIndex: 'column2' },
+        ]}
+        data={[
+            { column1: 'Row 1 Col 1', column2: 'Row 1 Col 2' },
+            { column1: 'Row 2 Col 1', column2: 'Row 2 Col 2' },
+        ]}
+        showHeader={false}
+    />
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Table/Table.tsx b/datahub-web-react/src/alchemy-components/components/Table/Table.tsx
new file mode 100644
index 00000000000000..11e598f8d4e0f7
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Table/Table.tsx
@@ -0,0 +1,115 @@
+import { LoadingOutlined } from '@ant-design/icons';
+import { Text } from '@components';
+import React, { useState } from 'react';
+import {
+    BaseTable,
+    HeaderContainer,
+    LoadingContainer,
+    SortIcon,
+    SortIconsContainer,
+    TableCell,
+    TableContainer,
+    TableHeader,
+    TableHeaderCell,
+    TableRow,
+} from './components';
+import { TableProps } from './types';
+import { getSortedData, handleActiveSort, renderCell, SortingState } from './utils';
+
+export const tableDefaults: TableProps<any> = {
+    columns: [],
+    data: [],
+    showHeader: true,
+    isLoading: false,
+    isScrollable: false,
+    maxHeight: '100%',
+};
+
+export const Table = <T,>({
+    columns = tableDefaults.columns,
+    data = tableDefaults.data,
+    showHeader = tableDefaults.showHeader,
+    isLoading = tableDefaults.isLoading,
+    isScrollable = tableDefaults.isScrollable,
+    maxHeight = tableDefaults.maxHeight,
+    ...props
+}: TableProps<T>) => {
+    const [sortColumn, setSortColumn] = useState<string | null>(null);
+    const [sortOrder, setSortOrder] = useState<SortingState>(SortingState.ORIGINAL);
+
+    const sortedData = getSortedData(columns, data, sortColumn, sortOrder);
+
+    if (isLoading) {
+        return (
+            <LoadingContainer>
+                <LoadingOutlined />
+                <Text color="gray">Loading data...</Text>
+            </LoadingContainer>
+        );
+    }
+
+    return (
+        <TableContainer isScrollable={isScrollable} maxHeight={maxHeight}>
+            <BaseTable {...props}>
+                {showHeader && (
+                    <TableHeader>
+                        <tr>
+                            {columns.map((column) => (
+                                <TableHeaderCell key={column.key} width={column.width}>
+                                    <HeaderContainer>
+                                        {column.title}
+                                        {column.sorter && (
+                                            <SortIconsContainer
+                                                onClick={() =>
+                                                    column.sorter &&
+                                                    handleActiveSort(
+                                                        column.key,
+                                                        sortColumn,
+                                                        setSortColumn,
+                                                        setSortOrder,
+                                                    )
+                                                }
+                                            >
+                                                <SortIcon
+                                                    icon="ChevronLeft"
+                                                    size="md"
+                                                    rotate="90"
+                                                    isActive={
+                                                        column.key === sortColumn &&
+                                                        sortOrder === SortingState.ASCENDING
+                                                    }
+                                                />
+                                                <SortIcon
+                                                    icon="ChevronRight"
+                                                    size="md"
+                                                    rotate="90"
+                                                    isActive={
+                                                        column.key === sortColumn &&
+                                                        sortOrder === SortingState.DESCENDING
+                                                    }
+                                                />
+                                            </SortIconsContainer>
+                                        )}
+                                    </HeaderContainer>
+                                </TableHeaderCell>
+                            ))}
+                        </tr>
+                    </TableHeader>
+                )}
+                <tbody>
+                    {sortedData.map((row, index) => (
+                        <TableRow>
+                            {columns.map((column) => {
+                                return (
+                                    <TableCell key={column.key} width={column.width} alignment={column.alignment}>
+                                        {renderCell(column, row, index)}
+                                    </TableCell>
+                                );
+                            })}
+                        </TableRow>
+                    ))}
+                </tbody>
+            </BaseTable>
+        </TableContainer>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Table/components.ts b/datahub-web-react/src/alchemy-components/components/Table/components.ts
new file mode 100644
index 00000000000000..8908256a81ddf2
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Table/components.ts
@@ -0,0 +1,94 @@
+import { Icon } from '@components';
+import { colors, radius, spacing, typography } from '@src/alchemy-components/theme';
+import { AlignmentOptions } from '@src/alchemy-components/theme/config';
+import styled from 'styled-components';
+
+export const TableContainer = styled.div<{ isScrollable?: boolean; maxHeight?: string }>(
+    ({ isScrollable, maxHeight }) => ({
+        borderRadius: radius.lg,
+        border: `1px solid ${colors.gray[1400]}`,
+        overflow: isScrollable ? 'auto' : 'hidden',
+        width: '100%',
+        maxHeight: maxHeight || '100%',
+    }),
+);
+
+export const BaseTable = styled.table({
+    borderCollapse: 'collapse',
+    width: '100%',
+});
+
+export const TableHeader = styled.thead({
+    backgroundColor: colors.gray[1500],
+    borderRadius: radius.lg,
+    position: 'sticky',
+    top: 0,
+    zIndex: 100,
+});
+
+export const TableHeaderCell = styled.th<{ width?: string }>(({ width }) => ({
+    padding: `${spacing.sm} ${spacing.md}`,
+    color: colors.gray[600],
+    fontSize: typography.fontSizes.sm,
+    fontWeight: typography.fontWeights.medium,
+    textAlign: 'start',
+    width: width || 'auto',
+}));
+
+export const HeaderContainer = styled.div({
+    display: 'flex',
+    alignItems: 'center',
+    gap: spacing.sm,
+});
+
+export const TableRow = styled.tr({
+    '&:last-child': {
+        '& td': {
+            borderBottom: 'none',
+        },
+    },
+
+    '& td:first-child': {
+        fontWeight: typography.fontWeights.medium,
+        color: colors.gray[600],
+    },
+});
+
+export const TableCell = styled.td<{ width?: string; alignment?: AlignmentOptions }>(({ width, alignment }) => ({
+    padding: spacing.md,
+    borderBottom: `1px solid ${colors.gray[1400]}`,
+    color: colors.gray[1700],
+    fontSize: typography.fontSizes.md,
+    fontWeight: typography.fontWeights.normal,
+    overflow: 'hidden',
+    textOverflow: 'ellipsis',
+    whiteSpace: 'nowrap',
+    maxWidth: width || 'unset',
+    textAlign: alignment || 'left',
+}));
+
+export const SortIconsContainer = styled.div({
+    display: 'flex',
+    flexDirection: 'column',
+});
+
+export const SortIcon = styled(Icon)<{ isActive?: boolean }>(({ isActive }) => ({
+    margin: '-3px',
+    stroke: isActive ? colors.violet[600] : undefined,
+
+    ':hover': {
+        cursor: 'pointer',
+    },
+}));
+
+export const LoadingContainer = styled.div({
+    display: 'flex',
+    flexDirection: 'column',
+    alignItems: 'center',
+    justifyContent: 'center',
+    height: '100%',
+    width: '100%',
+    gap: spacing.sm,
+    color: colors.violet[700],
+    fontSize: typography.fontSizes['3xl'],
+});
diff --git a/datahub-web-react/src/alchemy-components/components/Table/index.ts b/datahub-web-react/src/alchemy-components/components/Table/index.ts
new file mode 100644
index 00000000000000..986f467da74b8c
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Table/index.ts
@@ -0,0 +1,2 @@
+export { Table, tableDefaults } from './Table';
+export type { Column, TableProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Table/types.ts b/datahub-web-react/src/alchemy-components/components/Table/types.ts
new file mode 100644
index 00000000000000..b3e0357d5cf147
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Table/types.ts
@@ -0,0 +1,21 @@
+import { AlignmentOptions } from '@src/alchemy-components/theme/config';
+import { TableHTMLAttributes } from 'react';
+
+export interface Column<T> {
+    title: string;
+    key: string;
+    dataIndex?: string;
+    render?: (record: T, index: number) => React.ReactNode;
+    width?: string;
+    sorter?: (a: T, b: T) => number;
+    alignment?: AlignmentOptions;
+}
+
+export interface TableProps<T> extends TableHTMLAttributes<HTMLTableElement> {
+    columns: Column<T>[];
+    data: T[];
+    showHeader?: boolean;
+    isLoading?: boolean;
+    isScrollable?: boolean;
+    maxHeight?: string;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Table/utils.ts b/datahub-web-react/src/alchemy-components/components/Table/utils.ts
new file mode 100644
index 00000000000000..c76494d32ca633
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Table/utils.ts
@@ -0,0 +1,73 @@
+import { Column } from './types';
+
+export enum SortingState {
+    ASCENDING = 'ascending',
+    DESCENDING = 'descending',
+    ORIGINAL = 'original',
+}
+
+export const handleActiveSort = (
+    key: string,
+    sortColumn: string | null,
+    setSortColumn: React.Dispatch<React.SetStateAction<string | null>>,
+    setSortOrder: React.Dispatch<React.SetStateAction<SortingState>>,
+) => {
+    if (sortColumn === key) {
+        // Toggle sort order
+        setSortOrder((prevOrder) => {
+            if (prevOrder === SortingState.ASCENDING) return SortingState.DESCENDING;
+            if (prevOrder === SortingState.DESCENDING) return SortingState.ORIGINAL;
+            return SortingState.ASCENDING;
+        });
+    } else {
+        // Set new column and default sort order
+        setSortColumn(key);
+        setSortOrder(SortingState.ASCENDING);
+    }
+};
+
+export const getSortedData = <T>(
+    columns: Column<T>[],
+    data: T[],
+    sortColumn: string | null,
+    sortOrder: SortingState,
+) => {
+    if (sortOrder === SortingState.ORIGINAL || !sortColumn) {
+        return data;
+    }
+
+    const activeColumn = columns.find((column) => column.key === sortColumn);
+
+    // Sort based on the order and column sorter
+    if (activeColumn && activeColumn.sorter) {
+        return data.slice().sort((a, b) => {
+            return sortOrder === SortingState.ASCENDING ? activeColumn.sorter!(a, b) : activeColumn.sorter!(b, a);
+        });
+    }
+
+    return data;
+};
+
+export const renderCell = <T>(column: Column<T>, row: T, index: number) => {
+    const { render, dataIndex } = column;
+
+    let cellData;
+
+    if (dataIndex) {
+        cellData = row[dataIndex];
+
+        if (typeof dataIndex === 'string') {
+            cellData = dataIndex.split('.').reduce((acc, prop) => acc && acc[prop], row);
+        }
+
+        if (Array.isArray(dataIndex)) {
+            cellData = dataIndex.reduce((acc, prop) => acc && acc[prop], row);
+        }
+    }
+
+    if (render) {
+        return render(row, index);
+    }
+
+    return cellData;
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Text/Text.stories.tsx b/datahub-web-react/src/alchemy-components/components/Text/Text.stories.tsx
new file mode 100644
index 00000000000000..c82d468aaa08ce
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Text/Text.stories.tsx
@@ -0,0 +1,100 @@
+import React from 'react';
+
+import type { Meta, StoryObj, StoryFn } from '@storybook/react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+
+import { VerticalFlexGrid } from '@components/.docs/mdx-components';
+import { Text, textDefaults } from '.';
+
+// Auto Docs
+const meta = {
+    title: 'Typography / Text',
+    component: Text,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'Used to render text and paragraphs within an interface.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        children: {
+            description: 'The content to display within the heading.',
+            table: {
+                type: { summary: 'string' },
+            },
+        },
+        type: {
+            description: 'The type of text to display.',
+            table: {
+                defaultValue: { summary: textDefaults.type },
+            },
+        },
+        size: {
+            description: 'Override the size of the text.',
+            table: {
+                defaultValue: { summary: `${textDefaults.size}` },
+            },
+        },
+        color: {
+            description: 'Override the color of the text.',
+            table: {
+                defaultValue: { summary: textDefaults.color },
+            },
+        },
+        weight: {
+            description: 'Override the weight of the heading.',
+            table: {
+                defaultValue: { summary: textDefaults.weight },
+            },
+        },
+    },
+
+    // Define default args
+    args: {
+        children:
+            'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Maecenas aliquet nulla id felis vehicula, et posuere dui dapibus. Nullam rhoncus massa non tortor convallis, in blandit turpis rutrum. Morbi tempus velit mauris, at mattis metus mattis sed. Nunc molestie efficitur lectus, vel mollis eros.',
+        type: textDefaults.type,
+        size: textDefaults.size,
+        color: textDefaults.color,
+        weight: textDefaults.weight,
+    },
+} satisfies Meta<typeof Text>;
+
+export default meta;
+
+// Stories
+
+type Story = StoryObj<typeof meta>;
+
+// Basic story is what is displayed 1st in storybook
+// Pass props to this so that it can be customized via the UI props panel
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <Text {...props}>{props.children}</Text>,
+};
+
+export const sizes: StoryFn<Story> = (props: any) => (
+    <VerticalFlexGrid>
+        <Text size="4xl">{props.children}</Text>
+        <Text size="3xl">{props.children}</Text>
+        <Text size="2xl">{props.children}</Text>
+        <Text size="xl">{props.children}</Text>
+        <Text size="lg">{props.children}</Text>
+        <Text size="md">{props.children}</Text>
+        <Text size="sm">{props.children}</Text>
+        <Text size="xs">{props.children}</Text>
+    </VerticalFlexGrid>
+);
+
+export const withLink = () => (
+    <Text>
+        Lorem ipsum dolor sit amet, consectetur adipiscing elit. Maecenas aliquet nulla id felis vehicula, et posuere
+        dui dapibus. <a href="/">Nullam rhoncus massa non tortor convallis</a>, in blandit turpis rutrum. Morbi tempus
+        velit mauris, at mattis metus mattis sed. Nunc molestie efficitur lectus, vel mollis eros.
+    </Text>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/Text/Text.tsx b/datahub-web-react/src/alchemy-components/components/Text/Text.tsx
new file mode 100644
index 00000000000000..89122afbfcc8bf
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Text/Text.tsx
@@ -0,0 +1,33 @@
+import React from 'react';
+
+import { TextProps } from './types';
+import { P, Div, Span } from './components';
+
+export const textDefaults: TextProps = {
+    type: 'p',
+    color: 'inherit',
+    size: 'md',
+    weight: 'normal',
+};
+
+export const Text = ({
+    type = textDefaults.type,
+    color = textDefaults.color,
+    size = textDefaults.size,
+    weight = textDefaults.weight,
+    children,
+    ...props
+}: TextProps) => {
+    const sharedProps = { size, color, weight, ...props };
+
+    switch (type) {
+        case 'p':
+            return <P {...sharedProps}>{children}</P>;
+        case 'div':
+            return <Div {...sharedProps}>{children}</Div>;
+        case 'span':
+            return <Span {...sharedProps}>{children}</Span>;
+        default:
+            return <P {...sharedProps}>{children}</P>;
+    }
+};
diff --git a/datahub-web-react/src/alchemy-components/components/Text/components.ts b/datahub-web-react/src/alchemy-components/components/Text/components.ts
new file mode 100644
index 00000000000000..1d48497f39c9c8
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Text/components.ts
@@ -0,0 +1,50 @@
+import styled from 'styled-components';
+
+import { typography, colors } from '@components/theme';
+import { getColor, getFontSize } from '@components/theme/utils';
+import { TextProps } from './types';
+
+// Text Styles
+const textStyles = {
+    fontSize: typography.fontSizes.md,
+    lineHeight: typography.lineHeights.md,
+    fontWeight: typography.fontWeights.normal,
+};
+
+// Default styles
+const baseStyles = {
+    fontFamily: typography.fonts.body,
+    margin: 0,
+
+    '& a': {
+        color: colors.violet[400],
+        textDecoration: 'none',
+        transition: 'color 0.15s ease',
+
+        '&:hover': {
+            color: colors.violet[500],
+        },
+    },
+};
+
+// Prop Driven Styles
+const propStyles = (props, isText = false) => {
+    const styles = {} as any;
+    if (props.size) styles.fontSize = getFontSize(props.size);
+    if (props.color) styles.color = getColor(props.color);
+    if (props.weight) styles.fontWeight = typography.fontWeights[props.weight];
+    if (isText) styles.lineHeight = typography.lineHeights[props.size || 'md'];
+    return styles;
+};
+
+export const P = styled.p({ ...baseStyles, ...textStyles }, (props: TextProps) => ({
+    ...propStyles(props as TextProps, true),
+}));
+
+export const Span = styled.span({ ...baseStyles, ...textStyles }, (props: TextProps) => ({
+    ...propStyles(props as TextProps, true),
+}));
+
+export const Div = styled.div({ ...baseStyles, ...textStyles }, (props: TextProps) => ({
+    ...propStyles(props as TextProps, true),
+}));
diff --git a/datahub-web-react/src/alchemy-components/components/Text/index.ts b/datahub-web-react/src/alchemy-components/components/Text/index.ts
new file mode 100644
index 00000000000000..d4240105173d48
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Text/index.ts
@@ -0,0 +1,2 @@
+export { Text, textDefaults } from './Text';
+export type { TextProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/Text/types.ts b/datahub-web-react/src/alchemy-components/components/Text/types.ts
new file mode 100644
index 00000000000000..6a41929da12a9b
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Text/types.ts
@@ -0,0 +1,9 @@
+import { HTMLAttributes } from 'react';
+import type { FontSizeOptions, FontColorOptions, FontWeightOptions } from '@components/theme/config';
+
+export interface TextProps extends HTMLAttributes<HTMLElement> {
+    type?: 'span' | 'p' | 'div';
+    size?: FontSizeOptions;
+    color?: FontColorOptions;
+    weight?: FontWeightOptions;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/TextArea/TextArea.stories.tsx b/datahub-web-react/src/alchemy-components/components/TextArea/TextArea.stories.tsx
new file mode 100644
index 00000000000000..b244eefa6f2073
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/TextArea/TextArea.stories.tsx
@@ -0,0 +1,159 @@
+import React from 'react';
+
+import type { Meta, StoryObj } from '@storybook/react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+
+import { GridList } from '@components/.docs/mdx-components';
+
+import { TextArea, textAreaDefaults } from './TextArea';
+import { AVAILABLE_ICONS } from '../Icon';
+
+// Auto Docs
+const meta = {
+    title: 'Forms / Text Area',
+    component: TextArea,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'A component that is used to get user input in a text area field.',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        label: {
+            description: 'Label for the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults.label },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        placeholder: {
+            description: 'Placeholder for the Text Area.',
+            table: {
+                defaultValue: { summary: textAreaDefaults.placeholder },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        icon: {
+            description: 'The icon to display in the Text Area.',
+            type: 'string',
+            options: AVAILABLE_ICONS,
+            table: {
+                defaultValue: { summary: 'undefined' },
+            },
+            control: {
+                type: 'select',
+            },
+        },
+        error: {
+            description: 'Enforce error state on the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults.error },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        warning: {
+            description: 'Enforce warning state on the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults.warning },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        isSuccess: {
+            description: 'Enforce success state on the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults?.isSuccess?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isDisabled: {
+            description: 'Enforce disabled state on the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults?.isDisabled?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isInvalid: {
+            description: 'Enforce invalid state on the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults?.isInvalid?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isReadOnly: {
+            description: 'Enforce read only state on the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults?.isReadOnly?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        isRequired: {
+            description: 'Enforce required state on the TextArea.',
+            table: {
+                defaultValue: { summary: textAreaDefaults?.isRequired?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+    },
+
+    // Define defaults
+    args: {
+        label: textAreaDefaults.label,
+        placeholder: textAreaDefaults.placeholder,
+        icon: textAreaDefaults.icon,
+        error: textAreaDefaults.error,
+        warning: textAreaDefaults.warning,
+        isSuccess: textAreaDefaults.isSuccess,
+        isDisabled: textAreaDefaults.isDisabled,
+        isInvalid: textAreaDefaults.isInvalid,
+        isReadOnly: textAreaDefaults.isReadOnly,
+        isRequired: textAreaDefaults.isRequired,
+    },
+} satisfies Meta<typeof TextArea>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => <TextArea {...props} />,
+};
+
+export const status = () => (
+    <GridList isVertical>
+        <TextArea label="Success Status" isSuccess />
+        <TextArea label="Error Status" isInvalid error="Error Message" />
+        <TextArea label="Warning Status" warning="Warning Message" />
+    </GridList>
+);
+
+export const states = () => (
+    <GridList isVertical>
+        <TextArea label="Disabled TextArea" isDisabled />
+        <TextArea label="Readonly TextArea" isReadOnly />
+        <TextArea label="Required TextArea" isRequired />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/TextArea/TextArea.tsx b/datahub-web-react/src/alchemy-components/components/TextArea/TextArea.tsx
new file mode 100644
index 00000000000000..bf7de3520f9e5f
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/TextArea/TextArea.tsx
@@ -0,0 +1,80 @@
+import React from 'react';
+
+import { TextAreaProps } from './types';
+
+import {
+    ErrorMessage,
+    Label,
+    Required,
+    StyledIcon,
+    StyledStatusIcon,
+    TextAreaContainer,
+    TextAreaField,
+    TextAreaWrapper,
+    WarningMessage,
+} from './components';
+
+export const textAreaDefaults: TextAreaProps = {
+    label: 'Label',
+    placeholder: 'Placeholder',
+    error: '',
+    warning: '',
+    isSuccess: false,
+    isDisabled: false,
+    isInvalid: false,
+    isReadOnly: false,
+    isRequired: false,
+};
+
+export const TextArea = ({
+    label = textAreaDefaults.label,
+    placeholder = textAreaDefaults.placeholder,
+    icon, // default undefined
+    error = textAreaDefaults.error,
+    warning = textAreaDefaults.warning,
+    isSuccess = textAreaDefaults.isSuccess,
+    isDisabled = textAreaDefaults.isDisabled,
+    isInvalid = textAreaDefaults.isInvalid,
+    isReadOnly = textAreaDefaults.isReadOnly,
+    isRequired = textAreaDefaults.isRequired,
+    ...props
+}: TextAreaProps) => {
+    // Invalid state is always true if error is present
+    let invalid = isInvalid;
+    if (error) invalid = true;
+
+    // Input base props
+
+    const textAreaBaseProps = {
+        label,
+        isSuccess,
+        error,
+        warning,
+        isDisabled,
+        isInvalid: invalid,
+    };
+
+    return (
+        <TextAreaWrapper>
+            <Label>
+                {label} {isRequired && <Required>*</Required>}
+            </Label>
+            <TextAreaContainer {...textAreaBaseProps}>
+                {icon && <StyledIcon icon={icon} size="lg" />}
+                <TextAreaField
+                    icon={icon}
+                    placeholder={placeholder}
+                    readOnly={isReadOnly}
+                    disabled={isDisabled}
+                    required={isRequired}
+                    {...props}
+                />
+                {isSuccess && <StyledStatusIcon icon="CheckCircle" color="green" size="lg" />}
+                {invalid && <StyledStatusIcon icon="WarningAmber" color="red" size="lg" />}
+                {warning && <StyledStatusIcon icon="ErrorOutline" color="yellow" size="lg" />}
+            </TextAreaContainer>
+            {invalid && error && <ErrorMessage>{error}</ErrorMessage>}
+            {warning && <WarningMessage>{warning}</WarningMessage>}
+        </TextAreaWrapper>
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/TextArea/components.ts b/datahub-web-react/src/alchemy-components/components/TextArea/components.ts
new file mode 100644
index 00000000000000..dd208d3b232f16
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/TextArea/components.ts
@@ -0,0 +1,106 @@
+import styled from 'styled-components';
+
+import theme, { colors, radius, borders, spacing, typography, sizes } from '@components/theme';
+import { getStatusColors } from '@components/theme/utils';
+
+import { Icon, IconNames } from '../Icon';
+
+import { formLabelTextStyles, inputValueTextStyles, inputPlaceholderTextStyles } from '../commonStyles';
+
+import { TextAreaProps } from './types';
+
+const minHeight = '100px';
+
+const defaultFlexStyles = {
+    display: 'flex',
+    justifyContent: 'space-between',
+    alignItems: 'flex-start',
+};
+
+const defaultMessageStyles = {
+    marginTop: spacing.xxsm,
+    fontSize: typography.fontSizes.sm,
+};
+
+export const TextAreaWrapper = styled.div({
+    ...defaultFlexStyles,
+    flexDirection: 'column',
+    width: '100%',
+});
+
+export const StyledIcon = styled(Icon)({
+    minWidth: '16px',
+    paddingLeft: spacing.sm,
+    marginTop: spacing.sm,
+});
+
+export const TextAreaContainer = styled.div(
+    ({ isSuccess, warning, isDisabled, isInvalid }: TextAreaProps) => ({
+        border: `${borders['1px']} ${getStatusColors(isSuccess, warning, isInvalid)}`,
+        backgroundColor: isDisabled ? colors.gray[100] : colors.white,
+    }),
+    {
+        ...defaultFlexStyles,
+        position: 'relative',
+        minWidth: '160px',
+        minHeight,
+        width: sizes.full,
+        borderRadius: radius.md,
+        flex: 1,
+        color: colors.gray[400], // first icon color
+
+        '&:focus-within': {
+            borderColor: colors.violet[200],
+            outline: `${borders['1px']} ${colors.violet[200]}`,
+        },
+    },
+);
+
+export const TextAreaField = styled.textarea<{ icon?: IconNames }>(({ icon }) => ({
+    padding: `${spacing.sm} ${spacing.md}`,
+    borderRadius: radius.md,
+    border: borders.none,
+    width: '100%',
+    minHeight,
+
+    ...inputValueTextStyles(),
+
+    // Account for icon placement
+    ...(icon && {
+        paddingLeft: spacing.xsm,
+    }),
+
+    '&:focus': {
+        outline: 'none',
+    },
+
+    '&::placeholder': {
+        ...inputPlaceholderTextStyles,
+    },
+}));
+
+export const Label = styled.div({
+    ...formLabelTextStyles,
+    marginBottom: spacing.xxsm,
+    textAlign: 'left',
+});
+
+export const Required = styled.span({
+    color: colors.red[500],
+});
+
+export const ErrorMessage = styled.div({
+    ...defaultMessageStyles,
+    color: theme.semanticTokens.colors.error,
+});
+
+export const WarningMessage = styled.div({
+    ...defaultMessageStyles,
+    color: theme.semanticTokens.colors.warning,
+});
+
+export const StyledStatusIcon = styled(Icon)({
+    position: 'absolute',
+    top: spacing.sm,
+    right: spacing.sm,
+});
diff --git a/datahub-web-react/src/alchemy-components/components/TextArea/index.ts b/datahub-web-react/src/alchemy-components/components/TextArea/index.ts
new file mode 100644
index 00000000000000..f367b1a5851a44
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/TextArea/index.ts
@@ -0,0 +1,2 @@
+export { TextArea, textAreaDefaults } from './TextArea';
+export type { TextAreaProps } from './types';
diff --git a/datahub-web-react/src/alchemy-components/components/TextArea/types.ts b/datahub-web-react/src/alchemy-components/components/TextArea/types.ts
new file mode 100644
index 00000000000000..a6edd05e8bd096
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/TextArea/types.ts
@@ -0,0 +1,15 @@
+import { TextareaHTMLAttributes } from 'react';
+import { IconNames } from '../Icon';
+
+export interface TextAreaProps extends TextareaHTMLAttributes<HTMLTextAreaElement> {
+    label: string;
+    placeholder?: string;
+    icon?: IconNames;
+    error?: string;
+    warning?: string;
+    isSuccess?: boolean;
+    isDisabled?: boolean;
+    isInvalid?: boolean;
+    isReadOnly?: boolean;
+    isRequired?: boolean;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Tooltip/Tooltip.tsx b/datahub-web-react/src/alchemy-components/components/Tooltip/Tooltip.tsx
new file mode 100644
index 00000000000000..03a2da4382c282
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Tooltip/Tooltip.tsx
@@ -0,0 +1,6 @@
+import { Tooltip, TooltipProps } from 'antd';
+import * as React from 'react';
+
+export default function DataHubTooltip(props: TooltipProps & React.RefAttributes<unknown>) {
+    return <Tooltip {...props} showArrow={false} />;
+}
diff --git a/datahub-web-react/src/alchemy-components/components/Tooltip/index.ts b/datahub-web-react/src/alchemy-components/components/Tooltip/index.ts
new file mode 100644
index 00000000000000..49ab72ce023868
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/Tooltip/index.ts
@@ -0,0 +1 @@
+export { default as Tooltip } from './Tooltip';
diff --git a/datahub-web-react/src/alchemy-components/components/commonStyles.ts b/datahub-web-react/src/alchemy-components/components/commonStyles.ts
new file mode 100644
index 00000000000000..04069f5950bc40
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/commonStyles.ts
@@ -0,0 +1,23 @@
+import { colors, typography } from '@components/theme';
+
+export const INPUT_MAX_HEIGHT = '40px';
+
+export const formLabelTextStyles = {
+    fontWeight: typography.fontWeights.normal,
+    fontSize: typography.fontSizes.md,
+    color: colors.gray[600],
+};
+
+export const inputValueTextStyles = (size = 'md') => ({
+    fontFamily: typography.fonts.body,
+    fontWeight: typography.fontWeights.normal,
+    fontSize: typography.fontSizes[size],
+    color: colors.gray[700],
+});
+
+export const inputPlaceholderTextStyles = {
+    fontFamily: typography.fonts.body,
+    fontWeight: typography.fontWeights.normal,
+    fontSize: typography.fontSizes.md,
+    color: colors.gray[400],
+};
diff --git a/datahub-web-react/src/alchemy-components/components/dataviz/utils.ts b/datahub-web-react/src/alchemy-components/components/dataviz/utils.ts
new file mode 100644
index 00000000000000..15e2783d2905d5
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/dataviz/utils.ts
@@ -0,0 +1,11 @@
+// Number Abbreviations
+export const abbreviateNumber = (str) => {
+    const number = parseFloat(str);
+    if (Number.isNaN(number)) return str;
+    if (number < 1000) return number;
+    const abbreviations = ['K', 'M', 'B', 'T'];
+    const index = Math.floor(Math.log10(number) / 3);
+    const suffix = abbreviations[index - 1];
+    const shortNumber = number / 10 ** (index * 3);
+    return `${shortNumber}${suffix}`;
+};
diff --git a/datahub-web-react/src/alchemy-components/index.ts b/datahub-web-react/src/alchemy-components/index.ts
new file mode 100644
index 00000000000000..8ef4f73f4408ff
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/index.ts
@@ -0,0 +1,23 @@
+// example usage: import { colors } from '@components/theme';
+export * from './theme';
+
+// example usage: import { Button } from '@components';
+export * from './components/Avatar';
+export * from './components/Badge';
+export * from './components/BarChart';
+export * from './components/Button';
+export * from './components/Card';
+export * from './components/Checkbox';
+export * from './components/Heading';
+export * from './components/Icon';
+export * from './components/Input';
+export * from './components/LineChart';
+export * from './components/PageTitle';
+export * from './components/Pills';
+export * from './components/Popover';
+export * from './components/Select';
+export * from './components/Switch';
+export * from './components/Table';
+export * from './components/Text';
+export * from './components/TextArea';
+export * from './components/Tooltip';
diff --git a/datahub-web-react/src/alchemy-components/theme/config/constants.ts b/datahub-web-react/src/alchemy-components/theme/config/constants.ts
new file mode 100644
index 00000000000000..84e55c78f85be0
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/config/constants.ts
@@ -0,0 +1 @@
+export const DEFAULT_VALUE = 500;
diff --git a/datahub-web-react/src/alchemy-components/theme/config/index.ts b/datahub-web-react/src/alchemy-components/theme/config/index.ts
new file mode 100644
index 00000000000000..4fbce9564d5fc1
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/config/index.ts
@@ -0,0 +1,2 @@
+export * from './constants';
+export * from './types';
diff --git a/datahub-web-react/src/alchemy-components/theme/config/types.ts b/datahub-web-react/src/alchemy-components/theme/config/types.ts
new file mode 100644
index 00000000000000..79ba2e27018f76
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/config/types.ts
@@ -0,0 +1,47 @@
+// General types
+export type SizeOptions = 'xs' | 'sm' | 'md' | 'lg' | 'xl';
+
+// Color types
+export interface Color {
+    100: string;
+    200: string;
+    300: string;
+    400: string;
+    500: string;
+    600: string;
+    700: string;
+    800: string;
+    900: string;
+}
+export type ColorOptions = 'white' | 'black' | 'violet' | 'green' | 'red' | 'blue' | 'gray' | 'yellow';
+export type MiscColorOptions = 'transparent' | 'current' | 'inherit';
+export type ColorShadeOptions = 'light' | 'default' | 'dark';
+
+// Typography types
+export type FontSizeOptions = 'xs' | 'sm' | 'md' | 'lg' | 'xl' | '2xl' | '3xl' | '4xl';
+export type FontWeightOptions = 'normal' | 'medium' | 'semiBold' | 'bold';
+export type FontColorOptions = MiscColorOptions | ColorOptions;
+
+// Border radius types
+export type BorderRadiusOptions = 'none' | 'sm' | 'md' | 'lg' | 'xl' | 'full';
+
+// Box shadow types
+export type BoxShadowOptions = 'xs' | 'sm' | 'md' | 'lg' | 'xl' | '2xl' | 'inner' | 'outline' | 'dropdown' | 'none';
+
+// Spacing types
+export type SpacingOptions = 'none' | 'sm' | 'md' | 'lg' | 'xl' | '3xl' | '4xl';
+
+// Transform types
+export type RotationOptions = '0' | '90' | '180' | '270';
+
+// Variant types
+export type VariantOptions = 'filled' | 'outline';
+
+// Alignment types
+export type AlignmentOptions = 'left' | 'right' | 'center' | 'justify';
+
+// Avatar Size options
+export type AvatarSizeOptions = 'sm' | 'md' | 'lg' | 'default';
+
+// Icon Alignment types
+export type IconAlignmentOptions = 'horizontal' | 'vertical';
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/blur.ts b/datahub-web-react/src/alchemy-components/theme/foundations/blur.ts
new file mode 100644
index 00000000000000..88f117f9076798
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/blur.ts
@@ -0,0 +1,12 @@
+const blur = {
+    none: 0,
+    sm: '4px',
+    base: '8px',
+    md: '12px',
+    lg: '16px',
+    xl: '24px',
+    '2xl': '40px',
+    '3xl': '64px',
+};
+
+export default blur;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/borders.ts b/datahub-web-react/src/alchemy-components/theme/foundations/borders.ts
new file mode 100644
index 00000000000000..202fd1f8c3e4f6
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/borders.ts
@@ -0,0 +1,9 @@
+const borders = {
+    none: 0,
+    '1px': '1px solid',
+    '2px': '2px solid',
+    '4px': '4px solid',
+    '8px': '8px solid',
+};
+
+export default borders;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/breakpoints.ts b/datahub-web-react/src/alchemy-components/theme/foundations/breakpoints.ts
new file mode 100644
index 00000000000000..722cc30ee3fd5e
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/breakpoints.ts
@@ -0,0 +1,10 @@
+const breakpoints = {
+    base: '0em',
+    sm: '30em',
+    md: '48em',
+    lg: '62em',
+    xl: '80em',
+    '2xl': '96em',
+};
+
+export default breakpoints;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/colors.ts b/datahub-web-react/src/alchemy-components/theme/foundations/colors.ts
new file mode 100644
index 00000000000000..760127a8b0f781
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/colors.ts
@@ -0,0 +1,98 @@
+const colors = {
+    transparent: 'transparent',
+    current: 'currentColor',
+    white: '#ffffff',
+    black: '#000000',
+
+    gray: {
+        100: '#EBECF0',
+        200: '#CFD1DA',
+        300: '#A9ADBD',
+        400: '#81879F',
+        500: '#5B6282', // primary value
+        600: '#374066',
+        700: '#2F3657',
+        800: '#272D48',
+        900: '#231A58',
+        1000: '#F1F3FD',
+        1100: '#F1FBFE',
+        1200: '#FBF3EF',
+        1300: '#F7FBF4',
+        1400: '#E9EAEE',
+        1500: '#F9FAFC',
+        1600: '#F5F6FA',
+        1700: '#5F6685',
+        1800: '#8088A3',
+    },
+
+    violet: {
+        100: '#CAC3F1',
+        200: '#B0A7EA',
+        300: '#8C7EE0',
+        400: '#7565DA',
+        500: '#533FD1', // primary value
+        600: '#4C39BE',
+        700: '#3B2D94',
+        800: '#2E2373',
+        900: '#231A58',
+        1000: '#E5E2F8',
+    },
+
+    green: {
+        100: '#d5e9c9',
+        200: '#c0deaf',
+        300: '#a4cf8a',
+        400: '#92c573',
+        500: '#77b750', // primary value
+        600: '#6ca749',
+        700: '#548239',
+        800: '#41652c',
+        900: '#324d22',
+        1000: '#0D7543',
+        1100: '#E1F0D6',
+    },
+
+    red: {
+        100: '#f6d5d5',
+        200: '#f2c1c1',
+        300: '#eca5a5',
+        400: '#e99393',
+        500: '#e37878', // primary value
+        600: '#cf6d6d',
+        700: '#a15555',
+        800: '#7d4242',
+        900: '#5f3232',
+        1000: '#C4360B',
+        1100: '#F3DACE',
+    },
+
+    blue: {
+        100: '#eff8fc',
+        200: '#e6f5fb',
+        300: '#ccebf6',
+        400: '#5abde1', // primary value
+        500: '#51aacb',
+        600: '#4897b4',
+        700: '#448ea9',
+        800: '#367187',
+        900: '#285565',
+        1000: '#09739A',
+        1100: '#CCEBF6',
+    },
+
+    yellow: {
+        100: '#fcedc7',
+        200: '#fae4ab',
+        300: '#f8d785',
+        400: '#f6d06d',
+        500: '#eeae09', // primary value
+        600: '#deb242',
+        700: '#ad8b34',
+        800: '#866c28',
+        900: '#66521f',
+        1000: '#C77100',
+        1100: '#FCEDC7',
+    },
+};
+
+export default colors;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/index.ts b/datahub-web-react/src/alchemy-components/theme/foundations/index.ts
new file mode 100644
index 00000000000000..e4c81d77f07557
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/index.ts
@@ -0,0 +1,27 @@
+import blur from './blur';
+import borders from './borders';
+import breakpoints from './breakpoints';
+import colors from './colors';
+import radius from './radius';
+import shadows from './shadows';
+import sizes from './sizes';
+import spacing from './spacing';
+import transform from './transform';
+import transition from './transition';
+import typography from './typography';
+import zIndices from './zIndex';
+
+export const foundations = {
+    blur,
+    borders,
+    breakpoints,
+    colors,
+    radius,
+    shadows,
+    sizes,
+    spacing,
+    transform,
+    transition,
+    typography,
+    zIndices,
+};
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/radius.ts b/datahub-web-react/src/alchemy-components/theme/foundations/radius.ts
new file mode 100644
index 00000000000000..aa17688a4328a5
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/radius.ts
@@ -0,0 +1,9 @@
+const radius = {
+    none: '0',
+    sm: '4px',
+    md: '8px',
+    lg: '12px',
+    full: '100%',
+};
+
+export default radius;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/shadows.ts b/datahub-web-react/src/alchemy-components/theme/foundations/shadows.ts
new file mode 100644
index 00000000000000..e4cc920dd82e56
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/shadows.ts
@@ -0,0 +1,16 @@
+import { BoxShadowOptions } from '../config';
+
+const shadows: Record<BoxShadowOptions, string> = {
+    xs: '0px 1px 2px 0px rgba(0, 0, 0, 0.05)',
+    sm: '0 4px 4px 0 rgba(0 0 0 / 0.25)',
+    md: '0 8px 8px 4px rgba(0 0 0 / 0.25)',
+    lg: '0 12px 12px 8px rgba(0 0 0 / 0.25)',
+    xl: '0 16px 16px 12px rgba(0 0 0 / 0.25)',
+    '2xl': '0 24px 24px 16px rgba(0 0 0 / 0.25)',
+    inner: 'inset 0 2px 4px 0 rgba(0 0 0 / 0.06)',
+    outline: '0 0 0 3px rgba(66, 153, 225, 0.5)',
+    none: 'none',
+    dropdown: '0px 0px 14px 0px #00000026',
+};
+
+export default shadows;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/sizes.ts b/datahub-web-react/src/alchemy-components/theme/foundations/sizes.ts
new file mode 100644
index 00000000000000..c1050e328b1097
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/sizes.ts
@@ -0,0 +1,7 @@
+const sizes = {
+    max: 'max-content',
+    min: 'min-content',
+    full: '100%',
+};
+
+export default sizes;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/spacing.ts b/datahub-web-react/src/alchemy-components/theme/foundations/spacing.ts
new file mode 100644
index 00000000000000..8adb1bd1769015
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/spacing.ts
@@ -0,0 +1,12 @@
+const spacing = {
+    none: '0px',
+    xxsm: '4px',
+    xsm: '8px',
+    sm: '12px',
+    md: '16px',
+    lg: '24px',
+    xlg: '32px',
+    xxlg: '48px',
+};
+
+export default spacing;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/transform.ts b/datahub-web-react/src/alchemy-components/theme/foundations/transform.ts
new file mode 100644
index 00000000000000..1065250dc191e1
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/transform.ts
@@ -0,0 +1,10 @@
+const transform = {
+    rotate: {
+        none: 'rotate(0deg)',
+        90: 'rotate(90deg)',
+        180: 'rotate(180deg)',
+        270: 'rotate(270deg)',
+    },
+};
+
+export default transform;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/transition.ts b/datahub-web-react/src/alchemy-components/theme/foundations/transition.ts
new file mode 100644
index 00000000000000..83c541b9e52f0f
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/transition.ts
@@ -0,0 +1,32 @@
+const transitionProperty = {
+    common: `background-color, border-color, color, fill,
+	stroke, opacity, box-shadow, transform`,
+    colors: 'background-color, border-color, color, fill, stroke',
+    dimensions: 'width, height',
+    position: 'left, right, top, bottom',
+    background: 'background-color, background-image, background-position',
+};
+
+const transitionTimingFunction = {
+    'ease-in': 'cubic-bezier(0.4, 0, 1, 1)',
+    'ease-out': 'cubic-bezier(0, 0, 0.2, 1)',
+    'ease-in-out': 'cubic-bezier(0.4, 0, 0.2, 1)',
+};
+
+const transitionDuration = {
+    'ultra-fast': '50ms',
+    faster: '100ms',
+    fast: '150ms',
+    normal: '200ms',
+    slow: '300ms',
+    slower: '400ms',
+    'ultra-slow': '500ms',
+};
+
+const transition = {
+    property: transitionProperty,
+    easing: transitionTimingFunction,
+    duration: transitionDuration,
+};
+
+export default transition;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/typography.ts b/datahub-web-react/src/alchemy-components/theme/foundations/typography.ts
new file mode 100644
index 00000000000000..3b63e678558e4a
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/typography.ts
@@ -0,0 +1,52 @@
+const typography = {
+    letterSpacings: {
+        tighter: '-2px',
+        tight: '-1px',
+        normal: '0',
+        wide: '1px',
+        wider: '2px',
+        widest: '4px',
+    },
+
+    lineHeights: {
+        normal: 'normal',
+        none: 1,
+        xs: '16px',
+        sm: '20px',
+        md: '24px',
+        lg: '28px',
+        xl: '32px',
+        '2xl': '36px',
+        '3xl': '40px',
+        '4xl': '44px',
+    },
+
+    fontWeights: {
+        normal: 400, // regular
+        medium: 500,
+        semiBold: 600,
+        bold: 700,
+    },
+
+    fonts: {
+        heading: `'Mulish', -apple-system, BlinkMacSystemFont,
+		'Segoe UI', Helvetica, Arial, sans-serif`,
+        body: `'Mulish', -apple-system, BlinkMacSystemFont,
+		'Segoe UI', Helvetica, Arial, sans-serif`,
+        mono: `SFMono-Regular, Menlo, Monaco, Consolas,
+		'Liberation Mono', 'Courier New', monospace`,
+    },
+
+    fontSizes: {
+        xs: '10px',
+        sm: '12px',
+        md: '14px', // default body text size
+        lg: '16px',
+        xl: '18px',
+        '2xl': '20px',
+        '3xl': '22px',
+        '4xl': '24px',
+    },
+};
+
+export default typography;
diff --git a/datahub-web-react/src/alchemy-components/theme/foundations/zIndex.ts b/datahub-web-react/src/alchemy-components/theme/foundations/zIndex.ts
new file mode 100644
index 00000000000000..318783d77e4e58
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/foundations/zIndex.ts
@@ -0,0 +1,17 @@
+const zIndices = {
+    hide: -1,
+    auto: 'auto',
+    base: 0,
+    docked: 10,
+    dropdown: 1000,
+    sticky: 1100,
+    banner: 1200,
+    overlay: 1300,
+    modal: 1400,
+    popover: 1500,
+    skipLink: 1600,
+    toast: 1700,
+    tooltip: 1800,
+};
+
+export default zIndices;
diff --git a/datahub-web-react/src/alchemy-components/theme/index.ts b/datahub-web-react/src/alchemy-components/theme/index.ts
new file mode 100644
index 00000000000000..65bad35f827cc8
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/index.ts
@@ -0,0 +1,30 @@
+import * as config from './config';
+import * as utils from './utils';
+
+import { foundations } from './foundations';
+import { semanticTokens } from './semantic-tokens';
+
+const theme = {
+    semanticTokens,
+    ...foundations,
+    config,
+    utils,
+};
+
+export const {
+    colors,
+    spacing,
+    radius,
+    shadows,
+    typography,
+    breakpoints,
+    zIndices,
+    transform,
+    transition,
+    sizes,
+    borders,
+    blur,
+} = theme;
+
+export type Theme = typeof theme;
+export default theme;
diff --git a/datahub-web-react/src/alchemy-components/theme/semantic-tokens.ts b/datahub-web-react/src/alchemy-components/theme/semantic-tokens.ts
new file mode 100644
index 00000000000000..29bd20d11f8544
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/semantic-tokens.ts
@@ -0,0 +1,21 @@
+import { foundations } from './foundations';
+
+const { colors } = foundations;
+
+export const semanticTokens = {
+    colors: {
+        'body-text': colors.gray[800],
+        'body-bg': colors.white,
+        'border-color': colors.gray[200],
+        'inverse-text': colors.white,
+        'subtle-bg': colors.gray[100],
+        'subtle-text': colors.gray[600],
+        'placeholder-color': colors.gray[500],
+        primary: colors.violet[500],
+        secondary: colors.blue[500],
+        error: colors.red[500],
+        success: colors.green[500],
+        warning: colors.yellow[500],
+        info: colors.blue[500],
+    },
+};
diff --git a/datahub-web-react/src/alchemy-components/theme/utils.ts b/datahub-web-react/src/alchemy-components/theme/utils.ts
new file mode 100644
index 00000000000000..4c20ca39f06eed
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/theme/utils.ts
@@ -0,0 +1,62 @@
+/*
+	Theme Utils that can be used anywhere in the app
+*/
+
+import { FontSizeOptions, ColorOptions, MiscColorOptions, RotationOptions, DEFAULT_VALUE } from './config';
+import { foundations } from './foundations';
+import { semanticTokens } from './semantic-tokens';
+
+const { colors, typography, transform } = foundations;
+/*
+	Get the color value for a given color
+	Falls back to `color.black` if the color is not found
+	@param color - the color to get the value for
+*/
+export const getColor = (color?: MiscColorOptions | ColorOptions, value: number | string = DEFAULT_VALUE) => {
+    if (!color) return colors.black;
+    if (color === 'inherit' || color === 'transparent' || color === 'current') return colors;
+    if (color === 'white') return colors.white;
+    if (color === 'black') return colors.black;
+    const colorValue = colors[color];
+    if (!colorValue) return colors.black;
+    return colors[color][value];
+};
+
+/*
+	Get the font size value for a given size
+	@param size - the size of the font
+*/
+export const getFontSize = (size?: FontSizeOptions) => {
+    let sizeValue = size || '';
+    if (!size) sizeValue = 'md';
+    return typography.fontSizes[sizeValue];
+};
+
+/*
+	Get the rotation transform value for a given rotation
+	@param r - the rotation to get the transform value for
+*/
+export const getRotationTransform = (rotate?: RotationOptions) => {
+    if (!rotate) return '';
+    return transform.rotate[rotate || '0'];
+};
+
+/**
+ * Get the status color depending on the flags that are true
+ * @param {string} [error] - Error definition, if any.
+ * @param {boolean} [isSuccess] - Boolean flag indicating success.
+ * @param {string} [warning] - Warning definition, if any.
+ * @returns {string} - The status color based on the provided flags.
+ */
+export const getStatusColors = (isSuccess?: boolean, warning?: string, isInvalid?: boolean): string => {
+    if (isInvalid) {
+        return colors.red[600];
+    }
+    if (isSuccess) {
+        return colors.green[600];
+    }
+    if (warning) {
+        return colors.yellow[600];
+    }
+    return semanticTokens.colors['border-color'];
+};
diff --git a/datahub-web-react/src/fonts/Mulish-Black.ttf b/datahub-web-react/src/fonts/Mulish-Black.ttf
new file mode 100644
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diff --git a/datahub-web-react/src/fonts/Mulish-Bold.ttf b/datahub-web-react/src/fonts/Mulish-Bold.ttf
new file mode 100644
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diff --git a/datahub-web-react/src/fonts/Mulish-ExtraBoldItalic.ttf b/datahub-web-react/src/fonts/Mulish-ExtraBoldItalic.ttf
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diff --git a/datahub-web-react/src/fonts/Mulish-Italic.ttf b/datahub-web-react/src/fonts/Mulish-Italic.ttf
new file mode 100644
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diff --git a/datahub-web-react/src/fonts/Mulish-Medium.ttf b/datahub-web-react/src/fonts/Mulish-Medium.ttf
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z3RJg*c!~TBZ3X*;y(yVIxNJYUSi9f|dp=t6c8p88Ma9~A`{|_>{qa;MUhe5tbX4pF
z*!?QAC^*30!}kE$)p*JFt<2)Rbk8-wERxFN6SNH+*!d;?33krtlM(|zRvs?xTMh}{
zynpNM>@$Od&;H;CRDS#g_1gFzfG=1;{A^TnQy2Abo4TC##lvxuUkZ+VWIs9GBhBQO
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W%tYyQ@z9}xftx6u^0-=N?*9i+SEX|R

literal 0
HcmV?d00001

diff --git a/datahub-web-react/tsconfig.json b/datahub-web-react/tsconfig.json
index 56361d52b21c3f..ebdff3429acd23 100644
--- a/datahub-web-react/tsconfig.json
+++ b/datahub-web-react/tsconfig.json
@@ -1,5 +1,6 @@
 {
     "compilerOptions": {
+        "baseUrl": ".",
         "target": "es2017",
         "lib": ["dom", "dom.iterable", "esnext"],
         "allowJs": true,
@@ -13,10 +14,33 @@
         "module": "esnext",
         "moduleResolution": "node",
         "resolveJsonModule": true,
-        "isolatedModules": true,
+        "isolatedModules": false,
         "noEmit": true,
         "jsx": "react-jsx",
-        "types": ["vitest/globals"]
+        "types": ["vitest/globals"],
+        "paths": {
+            "@src/*": ["./src/*"],
+            "@app/*": ["./src/app/*"],
+            "@conf/*": ["./src/conf/*"],
+            "@components": ["./src/alchemy-components"],
+            "@components/*": ["./src/alchemy-components/*"],
+            "@graphql/*": ["./src/graphql/*"],
+            "@graphql-mock/*": ["./src/graphql-mock/*"],
+            "@images/*": ["./src/images/*"],
+            "@providers/*": ["./src/providers/*"],
+            "@utils/*": ["./src/utils/*"],
+            "@app/entityV1/*": ["./src/app/entity/*"],
+            "@app/entityV2/*": ["./src/app/entityV2/*"],
+            "@app/searchV2/*": ["./src/app/searchV2/*"],
+            "@app/domainV2/*": ["./src/app/domainV2/*"],
+            "@app/glossaryV2/*": ["./src/app/glossaryV2/*"],
+            "@app/homeV2/*": ["./src/app/homeV2/*"],
+            "@app/lineageV2/*": ["./src/app/lineageV2/*"],
+            "@app/previewV2/*": ["./src/app/previewV2/*"],
+            "@app/sharedV2/*": ["./src/app/sharedV2/*"],
+            "@types": ["./src/types.generated.ts"],
+            "@images": ["./src/images"]
+        }
     },
-    "include": ["src", "src/conf/theme/styled-components.d.ts", "vite.config.ts", ".eslintrc.js"]
+    "include": ["src", "src/conf/theme/styled-components.d.ts", "vite.config.ts", ".eslintrc.js", "functions"]
 }
diff --git a/datahub-web-react/vite.config.ts b/datahub-web-react/vite.config.ts
index 683b37974c85a1..2532b24067754d 100644
--- a/datahub-web-react/vite.config.ts
+++ b/datahub-web-react/vite.config.ts
@@ -97,5 +97,33 @@ export default defineConfig(({ mode }) => {
                 exclude: [],
             },
         },
+        resolve: {
+            alias: {
+                // Root Directories
+                '@src': path.resolve(__dirname, '/src'),
+                '@app': path.resolve(__dirname, '/src/app'),
+                '@conf': path.resolve(__dirname, '/src/conf'),
+                '@components': path.resolve(__dirname, 'src/alchemy-components'),
+                '@graphql': path.resolve(__dirname, 'src/graphql'),
+                '@graphql-mock': path.resolve(__dirname, 'src/graphql-mock'),
+                '@images': path.resolve(__dirname, 'src/images'),
+                '@providers': path.resolve(__dirname, 'src/providers'),
+                '@utils': path.resolve(__dirname, 'src/utils'),
+
+                // App Specific Directories
+                '@app/entityV1': path.resolve(__dirname, 'src/app/entity'),
+                '@app/entityV2': path.resolve(__dirname, 'src/app/entityV2'),
+                '@app/searchV2': path.resolve(__dirname, 'src/app/searchV2'),
+                '@app/domainV2': path.resolve(__dirname, 'src/app/domainV2'),
+                '@app/glossaryV2': path.resolve(__dirname, 'src/app/glossaryV2'),
+                '@app/homeV2': path.resolve(__dirname, 'src/app/homeV2'),
+                '@app/lineageV2': path.resolve(__dirname, 'src/app/lineageV2'),
+                '@app/previewV2': path.resolve(__dirname, 'src/app/previewV2'),
+                '@app/sharedV2': path.resolve(__dirname, 'src/app/sharedV2'),
+
+                // Specific Files
+                '@types': path.resolve(__dirname, 'src/types.generated.ts'),
+            },
+        },
     };
 });
diff --git a/datahub-web-react/yarn.lock b/datahub-web-react/yarn.lock
index ddda98d7f83268..13b5bbf638c15e 100644
--- a/datahub-web-react/yarn.lock
+++ b/datahub-web-react/yarn.lock
@@ -7,6 +7,11 @@
   resolved "https://registry.yarnpkg.com/@adobe/css-tools/-/css-tools-4.3.2.tgz#a6abc715fb6884851fca9dad37fc34739a04fd11"
   integrity sha512-DA5a1C0gD/pLOvhv33YMrbf2FK3oUzwNl9oOJqE4XVjuEtt6XIakRcsd7eLiOSPkp1kTRQGICTA8cKra/vFbjw==
 
+"@adobe/css-tools@^4.4.0":
+  version "4.4.1"
+  resolved "https://registry.yarnpkg.com/@adobe/css-tools/-/css-tools-4.4.1.tgz#2447a230bfe072c1659e6815129c03cf170710e3"
+  integrity sha512-12WGKBQzjUAI4ayyF4IAtfw2QR/IDoqk6jTddXDhtYTJF9ASmoE1zst7cVtP0aL/F1jUJL5r+JxKXKEgHNbEUQ==
+
 "@ampproject/remapping@^2.2.0":
   version "2.2.1"
   resolved "https://registry.yarnpkg.com/@ampproject/remapping/-/remapping-2.2.1.tgz#99e8e11851128b8702cd57c33684f1d0f260b630"
@@ -195,6 +200,15 @@
     "@babel/highlight" "^7.23.4"
     chalk "^2.4.2"
 
+"@babel/code-frame@^7.25.9", "@babel/code-frame@^7.26.0":
+  version "7.26.2"
+  resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.26.2.tgz#4b5fab97d33338eff916235055f0ebc21e573a85"
+  integrity sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==
+  dependencies:
+    "@babel/helper-validator-identifier" "^7.25.9"
+    js-tokens "^4.0.0"
+    picocolors "^1.0.0"
+
 "@babel/compat-data@^7.20.5", "@babel/compat-data@^7.22.5":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/compat-data/-/compat-data-7.22.5.tgz#b1f6c86a02d85d2dd3368a2b67c09add8cd0c255"
@@ -205,6 +219,11 @@
   resolved "https://registry.yarnpkg.com/@babel/compat-data/-/compat-data-7.23.5.tgz#ffb878728bb6bdcb6f4510aa51b1be9afb8cfd98"
   integrity sha512-uU27kfDRlhfKl+w1U6vp16IuvSLtjAxdArVXPa9BvLkrr7CYIsxH5adpHObeAGY/41+syctUWOZ140a2Rvkgjw==
 
+"@babel/compat-data@^7.25.9":
+  version "7.26.3"
+  resolved "https://registry.yarnpkg.com/@babel/compat-data/-/compat-data-7.26.3.tgz#99488264a56b2aded63983abd6a417f03b92ed02"
+  integrity sha512-nHIxvKPniQXpmQLb0vhY3VaFb3S0YrTAwpOWJZh1wn3oJPjJk9Asva204PsBdmAE8vpzfHudT8DB0scYvy9q0g==
+
 "@babel/core@^7.14.0":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.22.5.tgz#d67d9747ecf26ee7ecd3ebae1ee22225fe902a89"
@@ -247,6 +266,27 @@
     json5 "^2.2.3"
     semver "^6.3.1"
 
+"@babel/core@^7.18.9":
+  version "7.26.0"
+  resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.26.0.tgz#d78b6023cc8f3114ccf049eb219613f74a747b40"
+  integrity sha512-i1SLeK+DzNnQ3LL/CswPCa/E5u4lh1k6IAEphON8F+cXt0t9euTshDru0q7/IqMa1PMPz5RnHuHscF8/ZJsStg==
+  dependencies:
+    "@ampproject/remapping" "^2.2.0"
+    "@babel/code-frame" "^7.26.0"
+    "@babel/generator" "^7.26.0"
+    "@babel/helper-compilation-targets" "^7.25.9"
+    "@babel/helper-module-transforms" "^7.26.0"
+    "@babel/helpers" "^7.26.0"
+    "@babel/parser" "^7.26.0"
+    "@babel/template" "^7.25.9"
+    "@babel/traverse" "^7.25.9"
+    "@babel/types" "^7.26.0"
+    convert-source-map "^2.0.0"
+    debug "^4.1.0"
+    gensync "^1.0.0-beta.2"
+    json5 "^2.2.3"
+    semver "^6.3.1"
+
 "@babel/core@^7.22.9":
   version "7.23.5"
   resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.23.5.tgz#6e23f2acbcb77ad283c5ed141f824fd9f70101c7"
@@ -298,6 +338,17 @@
     "@jridgewell/trace-mapping" "^0.3.17"
     jsesc "^2.5.1"
 
+"@babel/generator@^7.26.0":
+  version "7.26.3"
+  resolved "https://registry.yarnpkg.com/@babel/generator/-/generator-7.26.3.tgz#ab8d4360544a425c90c248df7059881f4b2ce019"
+  integrity sha512-6FF/urZvD0sTeO7k6/B15pMLC4CHUv1426lzr3N01aHJTl046uCAh9LXW/fzeXXjPNCJ6iABW5XaWOsIZB93aQ==
+  dependencies:
+    "@babel/parser" "^7.26.3"
+    "@babel/types" "^7.26.3"
+    "@jridgewell/gen-mapping" "^0.3.5"
+    "@jridgewell/trace-mapping" "^0.3.25"
+    jsesc "^3.0.2"
+
 "@babel/helper-annotate-as-pure@^7.0.0", "@babel/helper-annotate-as-pure@^7.22.5":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/helper-annotate-as-pure/-/helper-annotate-as-pure-7.22.5.tgz#e7f06737b197d580a01edf75d97e2c8be99d3882"
@@ -327,6 +378,17 @@
     lru-cache "^5.1.1"
     semver "^6.3.1"
 
+"@babel/helper-compilation-targets@^7.25.9":
+  version "7.25.9"
+  resolved "https://registry.yarnpkg.com/@babel/helper-compilation-targets/-/helper-compilation-targets-7.25.9.tgz#55af025ce365be3cdc0c1c1e56c6af617ce88875"
+  integrity sha512-j9Db8Suy6yV/VHa4qzrj9yZfZxhLWQdVnRlXxmKLYlhWUVB1sB2G5sxuWYXk/whHD9iW76PmNzxZ4UCnTQTVEQ==
+  dependencies:
+    "@babel/compat-data" "^7.25.9"
+    "@babel/helper-validator-option" "^7.25.9"
+    browserslist "^4.24.0"
+    lru-cache "^5.1.1"
+    semver "^6.3.1"
+
 "@babel/helper-create-class-features-plugin@^7.18.6":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/helper-create-class-features-plugin/-/helper-create-class-features-plugin-7.22.5.tgz#2192a1970ece4685fbff85b48da2c32fcb130b7c"
@@ -396,6 +458,14 @@
   dependencies:
     "@babel/types" "^7.22.15"
 
+"@babel/helper-module-imports@^7.25.9":
+  version "7.25.9"
+  resolved "https://registry.yarnpkg.com/@babel/helper-module-imports/-/helper-module-imports-7.25.9.tgz#e7f8d20602ebdbf9ebbea0a0751fb0f2a4141715"
+  integrity sha512-tnUA4RsrmflIM6W6RFTLFSXITtl0wKjgpnLgXyowocVPrbYrLUXSBXDgTs8BlbmIzIdlBySRQjINYs2BAkiLtw==
+  dependencies:
+    "@babel/traverse" "^7.25.9"
+    "@babel/types" "^7.25.9"
+
 "@babel/helper-module-transforms@^7.22.5":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/helper-module-transforms/-/helper-module-transforms-7.22.5.tgz#0f65daa0716961b6e96b164034e737f60a80d2ef"
@@ -432,6 +502,15 @@
     "@babel/helper-split-export-declaration" "^7.22.6"
     "@babel/helper-validator-identifier" "^7.22.20"
 
+"@babel/helper-module-transforms@^7.26.0":
+  version "7.26.0"
+  resolved "https://registry.yarnpkg.com/@babel/helper-module-transforms/-/helper-module-transforms-7.26.0.tgz#8ce54ec9d592695e58d84cd884b7b5c6a2fdeeae"
+  integrity sha512-xO+xu6B5K2czEnQye6BHA7DolFFmS3LB7stHZFaOLb1pAwO1HWLS8fXA+eh0A2yIvltPVmx3eNNDBJA2SLHXFw==
+  dependencies:
+    "@babel/helper-module-imports" "^7.25.9"
+    "@babel/helper-validator-identifier" "^7.25.9"
+    "@babel/traverse" "^7.25.9"
+
 "@babel/helper-optimise-call-expression@^7.22.5":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/helper-optimise-call-expression/-/helper-optimise-call-expression-7.22.5.tgz#f21531a9ccbff644fdd156b4077c16ff0c3f609e"
@@ -494,6 +573,11 @@
   resolved "https://registry.yarnpkg.com/@babel/helper-string-parser/-/helper-string-parser-7.23.4.tgz#9478c707febcbbe1ddb38a3d91a2e054ae622d83"
   integrity sha512-803gmbQdqwdf4olxrX4AJyFBV/RTr3rSmOj0rKwesmzlfhYNDEs+/iOcznzpNWlJlIlTJC2QfPFcHB6DlzdVLQ==
 
+"@babel/helper-string-parser@^7.25.9":
+  version "7.25.9"
+  resolved "https://registry.yarnpkg.com/@babel/helper-string-parser/-/helper-string-parser-7.25.9.tgz#1aabb72ee72ed35789b4bbcad3ca2862ce614e8c"
+  integrity sha512-4A/SCr/2KLd5jrtOMFzaKjVtAei3+2r/NChoBNoZ3EyP/+GlhoaEGoWOZUmFmoITP7zOJyHIMm+DYRd8o3PvHA==
+
 "@babel/helper-validator-identifier@^7.22.20":
   version "7.22.20"
   resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.22.20.tgz#c4ae002c61d2879e724581d96665583dbc1dc0e0"
@@ -504,6 +588,11 @@
   resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.22.5.tgz#9544ef6a33999343c8740fa51350f30eeaaaf193"
   integrity sha512-aJXu+6lErq8ltp+JhkJUfk1MTGyuA4v7f3pA+BJ5HLfNC6nAQ0Cpi9uOquUj8Hehg0aUiHzWQbOVJGao6ztBAQ==
 
+"@babel/helper-validator-identifier@^7.25.9":
+  version "7.25.9"
+  resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.25.9.tgz#24b64e2c3ec7cd3b3c547729b8d16871f22cbdc7"
+  integrity sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ==
+
 "@babel/helper-validator-option@^7.22.15":
   version "7.23.5"
   resolved "https://registry.yarnpkg.com/@babel/helper-validator-option/-/helper-validator-option-7.23.5.tgz#907a3fbd4523426285365d1206c423c4c5520307"
@@ -514,6 +603,11 @@
   resolved "https://registry.yarnpkg.com/@babel/helper-validator-option/-/helper-validator-option-7.22.5.tgz#de52000a15a177413c8234fa3a8af4ee8102d0ac"
   integrity sha512-R3oB6xlIVKUnxNUxbmgq7pKjxpru24zlimpE8WK47fACIlM0II/Hm1RS8IaOI7NgCr6LNS+jl5l75m20npAziw==
 
+"@babel/helper-validator-option@^7.25.9":
+  version "7.25.9"
+  resolved "https://registry.yarnpkg.com/@babel/helper-validator-option/-/helper-validator-option-7.25.9.tgz#86e45bd8a49ab7e03f276577f96179653d41da72"
+  integrity sha512-e/zv1co8pp55dNdEcCynfj9X7nyUKUXoUEwfXqaZt0omVOmDe9oOTdKStH4GmAw6zxMFs50ZayuMfHDKlO7Tfw==
+
 "@babel/helpers@^7.22.5":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/helpers/-/helpers-7.22.5.tgz#74bb4373eb390d1ceed74a15ef97767e63120820"
@@ -541,6 +635,14 @@
     "@babel/traverse" "^7.23.5"
     "@babel/types" "^7.23.5"
 
+"@babel/helpers@^7.26.0":
+  version "7.26.0"
+  resolved "https://registry.yarnpkg.com/@babel/helpers/-/helpers-7.26.0.tgz#30e621f1eba5aa45fe6f4868d2e9154d884119a4"
+  integrity sha512-tbhNuIxNcVb21pInl3ZSjksLCvgdZy9KwJ8brv993QtIVKJBBkYXz4q4ZbAv31GdnC+R90np23L5FbEBlthAEw==
+  dependencies:
+    "@babel/template" "^7.25.9"
+    "@babel/types" "^7.26.0"
+
 "@babel/highlight@^7.22.5":
   version "7.22.5"
   resolved "https://registry.yarnpkg.com/@babel/highlight/-/highlight-7.22.5.tgz#aa6c05c5407a67ebce408162b7ede789b4d22031"
@@ -574,6 +676,13 @@
   resolved "https://registry.yarnpkg.com/@babel/parser/-/parser-7.23.0.tgz#da950e622420bf96ca0d0f2909cdddac3acd8719"
   integrity sha512-vvPKKdMemU85V9WE/l5wZEmImpCtLqbnTvqDS2U1fJ96KrxoW7KrXhNsNCblQlg8Ck4b85yxdTyelsMUgFUXiw==
 
+"@babel/parser@^7.25.9", "@babel/parser@^7.26.0", "@babel/parser@^7.26.3":
+  version "7.26.3"
+  resolved "https://registry.yarnpkg.com/@babel/parser/-/parser-7.26.3.tgz#8c51c5db6ddf08134af1ddbacf16aaab48bac234"
+  integrity sha512-WJ/CvmY8Mea8iDXo6a7RK2wbmJITT5fN3BEkRuFlxVyNx8jOKIIhmC4fSkTcPcf8JyavbBwIe6OpiCOBXt/IcA==
+  dependencies:
+    "@babel/types" "^7.26.3"
+
 "@babel/plugin-proposal-class-properties@^7.0.0":
   version "7.18.6"
   resolved "https://registry.yarnpkg.com/@babel/plugin-proposal-class-properties/-/plugin-proposal-class-properties-7.18.6.tgz#b110f59741895f7ec21a6fff696ec46265c446a3"
@@ -823,6 +932,13 @@
   dependencies:
     regenerator-runtime "^0.13.11"
 
+"@babel/runtime@^7.17.8", "@babel/runtime@^7.23.9":
+  version "7.26.0"
+  resolved "https://registry.yarnpkg.com/@babel/runtime/-/runtime-7.26.0.tgz#8600c2f595f277c60815256418b85356a65173c1"
+  integrity sha512-FDSOghenHTiToteC/QRlv2q3DhPZ/oOXTBoirfWNx1Cx3TMVcGWQtMMmQcSvb/JjpNeGzx8Pq/b4fKEJuWm1sw==
+  dependencies:
+    regenerator-runtime "^0.14.0"
+
 "@babel/template@^7.18.10", "@babel/template@^7.22.15":
   version "7.22.15"
   resolved "https://registry.yarnpkg.com/@babel/template/-/template-7.22.15.tgz#09576efc3830f0430f4548ef971dde1350ef2f38"
@@ -841,7 +957,16 @@
     "@babel/parser" "^7.22.5"
     "@babel/types" "^7.22.5"
 
-"@babel/traverse@>=7.23.2", "@babel/traverse@^7.1.6", "@babel/traverse@^7.14.0", "@babel/traverse@^7.16.8", "@babel/traverse@^7.22.5", "@babel/traverse@^7.23.2", "@babel/traverse@^7.23.5", "@babel/traverse@^7.4.5":
+"@babel/template@^7.25.9":
+  version "7.25.9"
+  resolved "https://registry.yarnpkg.com/@babel/template/-/template-7.25.9.tgz#ecb62d81a8a6f5dc5fe8abfc3901fc52ddf15016"
+  integrity sha512-9DGttpmPvIxBb/2uwpVo3dqJ+O6RooAFOS+lB+xDqoE2PVCE8nfoHMdZLpfCQRLwvohzXISPZcgxt80xLfsuwg==
+  dependencies:
+    "@babel/code-frame" "^7.25.9"
+    "@babel/parser" "^7.25.9"
+    "@babel/types" "^7.25.9"
+
+"@babel/traverse@>=7.23.2", "@babel/traverse@^7.1.6", "@babel/traverse@^7.14.0", "@babel/traverse@^7.16.8", "@babel/traverse@^7.18.9", "@babel/traverse@^7.22.5", "@babel/traverse@^7.23.2", "@babel/traverse@^7.23.5", "@babel/traverse@^7.25.9", "@babel/traverse@^7.4.5":
   version "7.23.5"
   resolved "https://registry.yarnpkg.com/@babel/traverse/-/traverse-7.23.5.tgz#f546bf9aba9ef2b042c0e00d245990c15508e7ec"
   integrity sha512-czx7Xy5a6sapWWRx61m1Ke1Ra4vczu1mCTtJam5zRTBOonfdJ+S/B6HYmGYu3fJtr8GGET3si6IhgWVBhJ/m8w==
@@ -875,6 +1000,14 @@
     "@babel/helper-validator-identifier" "^7.22.20"
     to-fast-properties "^2.0.0"
 
+"@babel/types@^7.18.9", "@babel/types@^7.25.9", "@babel/types@^7.26.0", "@babel/types@^7.26.3":
+  version "7.26.3"
+  resolved "https://registry.yarnpkg.com/@babel/types/-/types-7.26.3.tgz#37e79830f04c2b5687acc77db97fbc75fb81f3c0"
+  integrity sha512-vN5p+1kl59GVKMvTHt55NzzmYVxprfJD+ql7U9NFIfKCBkYE55LYtS+WtPlaYOyzydrKI8Nezd+aZextrd+FMA==
+  dependencies:
+    "@babel/helper-string-parser" "^7.25.9"
+    "@babel/helper-validator-identifier" "^7.25.9"
+
 "@babel/types@^7.21.3":
   version "7.23.6"
   resolved "https://registry.yarnpkg.com/@babel/types/-/types-7.23.6.tgz#be33fdb151e1f5a56877d704492c240fc71c7ccd"
@@ -918,6 +1051,17 @@
     "@emotion/weak-memoize" "^0.3.0"
     stylis "4.1.3"
 
+"@emotion/cache@^11.11.0":
+  version "11.13.5"
+  resolved "https://registry.yarnpkg.com/@emotion/cache/-/cache-11.13.5.tgz#e78dad0489e1ed7572507ba8ed9d2130529e4266"
+  integrity sha512-Z3xbtJ+UcK76eWkagZ1onvn/wAVb1GOMuR15s30Fm2wrMgC7jzpnO2JZXr4eujTTqoQFUrZIw/rT0c6Zzjca1g==
+  dependencies:
+    "@emotion/memoize" "^0.9.0"
+    "@emotion/sheet" "^1.4.0"
+    "@emotion/utils" "^1.4.2"
+    "@emotion/weak-memoize" "^0.4.0"
+    stylis "4.2.0"
+
 "@emotion/css@^11.1.3":
   version "11.10.5"
   resolved "https://registry.yarnpkg.com/@emotion/css/-/css-11.10.5.tgz#ca01bb83ce60517bc3a5c01d27ccf552fed84d9d"
@@ -958,6 +1102,11 @@
   resolved "https://registry.yarnpkg.com/@emotion/memoize/-/memoize-0.8.0.tgz#f580f9beb67176fa57aae70b08ed510e1b18980f"
   integrity sha512-G/YwXTkv7Den9mXDO7AhLWkE3q+I92B+VqAE+dYG4NGPaHZGvt3G8Q0p9vmE+sq7rTGphUbAvmQ9YpbfMQGGlA==
 
+"@emotion/memoize@^0.9.0":
+  version "0.9.0"
+  resolved "https://registry.yarnpkg.com/@emotion/memoize/-/memoize-0.9.0.tgz#745969d649977776b43fc7648c556aaa462b4102"
+  integrity sha512-30FAj7/EoJ5mwVPOWhAyCX+FPfMDrVecJAM+Iw9NRoSl4BBAQeqj4cApHHUXOVvIPgLVDsCFoz/hGD+5QQD1GQ==
+
 "@emotion/react@^11.9.0":
   version "11.10.5"
   resolved "https://registry.yarnpkg.com/@emotion/react/-/react-11.10.5.tgz#95fff612a5de1efa9c0d535384d3cfa115fe175d"
@@ -988,6 +1137,11 @@
   resolved "https://registry.yarnpkg.com/@emotion/sheet/-/sheet-1.2.1.tgz#0767e0305230e894897cadb6c8df2c51e61a6c2c"
   integrity sha512-zxRBwl93sHMsOj4zs+OslQKg/uhF38MB+OMKoCrVuS0nyTkqnau+BM3WGEoOptg9Oz45T/aIGs1qbVAsEFo3nA==
 
+"@emotion/sheet@^1.4.0":
+  version "1.4.0"
+  resolved "https://registry.yarnpkg.com/@emotion/sheet/-/sheet-1.4.0.tgz#c9299c34d248bc26e82563735f78953d2efca83c"
+  integrity sha512-fTBW9/8r2w3dXWYM4HCB1Rdp8NLibOw2+XELH5m5+AkWiL/KqYX6dc0kKYlaYyKjrQ6ds33MCdMPEwgs2z1rqg==
+
 "@emotion/styled@^11.3.0":
   version "11.10.5"
   resolved "https://registry.yarnpkg.com/@emotion/styled/-/styled-11.10.5.tgz#1fe7bf941b0909802cb826457e362444e7e96a79"
@@ -1025,121 +1179,251 @@
   resolved "https://registry.yarnpkg.com/@emotion/utils/-/utils-1.2.0.tgz#9716eaccbc6b5ded2ea5a90d65562609aab0f561"
   integrity sha512-sn3WH53Kzpw8oQ5mgMmIzzyAaH2ZqFEbozVVBSYp538E06OSE6ytOp7pRAjNQR+Q/orwqdQYJSe2m3hCOeznkw==
 
+"@emotion/utils@^1.4.2":
+  version "1.4.2"
+  resolved "https://registry.yarnpkg.com/@emotion/utils/-/utils-1.4.2.tgz#6df6c45881fcb1c412d6688a311a98b7f59c1b52"
+  integrity sha512-3vLclRofFziIa3J2wDh9jjbkUz9qk5Vi3IZ/FSTKViB0k+ef0fPV7dYrUIugbgupYDx7v9ud/SjrtEP8Y4xLoA==
+
 "@emotion/weak-memoize@^0.3.0":
   version "0.3.0"
   resolved "https://registry.yarnpkg.com/@emotion/weak-memoize/-/weak-memoize-0.3.0.tgz#ea89004119dc42db2e1dba0f97d553f7372f6fcb"
   integrity sha512-AHPmaAx+RYfZz0eYu6Gviiagpmiyw98ySSlQvCUhVGDRtDFe4DBS0x1bSjdF3gqUDYOczB+yYvBTtEylYSdRhg==
 
+"@emotion/weak-memoize@^0.4.0":
+  version "0.4.0"
+  resolved "https://registry.yarnpkg.com/@emotion/weak-memoize/-/weak-memoize-0.4.0.tgz#5e13fac887f08c44f76b0ccaf3370eb00fec9bb6"
+  integrity sha512-snKqtPW01tN0ui7yu9rGv69aJXr/a/Ywvl11sUjNtEcRc+ng/mQriFL0wLXMef74iHa/EkftbDzU9F8iFbH+zg==
+
+"@esbuild/aix-ppc64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/aix-ppc64/-/aix-ppc64-0.24.0.tgz#b57697945b50e99007b4c2521507dc613d4a648c"
+  integrity sha512-WtKdFM7ls47zkKHFVzMz8opM7LkcsIp9amDUBIAWirg70RM71WRSjdILPsY5Uv1D42ZpUfaPILDlfactHgsRkw==
+
 "@esbuild/android-arm64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/android-arm64/-/android-arm64-0.18.20.tgz#984b4f9c8d0377443cc2dfcef266d02244593622"
   integrity sha512-Nz4rJcchGDtENV0eMKUNa6L12zz2zBDXuhj/Vjh18zGqB44Bi7MBMSXjgunJgjRhCmKOjnPuZp4Mb6OKqtMHLQ==
 
+"@esbuild/android-arm64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/android-arm64/-/android-arm64-0.24.0.tgz#1add7e0af67acefd556e407f8497e81fddad79c0"
+  integrity sha512-Vsm497xFM7tTIPYK9bNTYJyF/lsP590Qc1WxJdlB6ljCbdZKU9SY8i7+Iin4kyhV/KV5J2rOKsBQbB77Ab7L/w==
+
 "@esbuild/android-arm@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/android-arm/-/android-arm-0.18.20.tgz#fedb265bc3a589c84cc11f810804f234947c3682"
   integrity sha512-fyi7TDI/ijKKNZTUJAQqiG5T7YjJXgnzkURqmGj13C6dCqckZBLdl4h7bkhHt/t0WP+zO9/zwroDvANaOqO5Sw==
 
+"@esbuild/android-arm@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/android-arm/-/android-arm-0.24.0.tgz#ab7263045fa8e090833a8e3c393b60d59a789810"
+  integrity sha512-arAtTPo76fJ/ICkXWetLCc9EwEHKaeya4vMrReVlEIUCAUncH7M4bhMQ+M9Vf+FFOZJdTNMXNBrWwW+OXWpSew==
+
 "@esbuild/android-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/android-x64/-/android-x64-0.18.20.tgz#35cf419c4cfc8babe8893d296cd990e9e9f756f2"
   integrity sha512-8GDdlePJA8D6zlZYJV/jnrRAi6rOiNaCC/JclcXpB+KIuvfBN4owLtgzY2bsxnx666XjJx2kDPUmnTtR8qKQUg==
 
+"@esbuild/android-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/android-x64/-/android-x64-0.24.0.tgz#e8f8b196cfdfdd5aeaebbdb0110983460440e705"
+  integrity sha512-t8GrvnFkiIY7pa7mMgJd7p8p8qqYIz1NYiAoKc75Zyv73L3DZW++oYMSHPRarcotTKuSs6m3hTOa5CKHaS02TQ==
+
 "@esbuild/darwin-arm64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/darwin-arm64/-/darwin-arm64-0.18.20.tgz#08172cbeccf95fbc383399a7f39cfbddaeb0d7c1"
   integrity sha512-bxRHW5kHU38zS2lPTPOyuyTm+S+eobPUnTNkdJEfAddYgEcll4xkT8DB9d2008DtTbl7uJag2HuE5NZAZgnNEA==
 
+"@esbuild/darwin-arm64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/darwin-arm64/-/darwin-arm64-0.24.0.tgz#2d0d9414f2acbffd2d86e98253914fca603a53dd"
+  integrity sha512-CKyDpRbK1hXwv79soeTJNHb5EiG6ct3efd/FTPdzOWdbZZfGhpbcqIpiD0+vwmpu0wTIL97ZRPZu8vUt46nBSw==
+
 "@esbuild/darwin-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/darwin-x64/-/darwin-x64-0.18.20.tgz#d70d5790d8bf475556b67d0f8b7c5bdff053d85d"
   integrity sha512-pc5gxlMDxzm513qPGbCbDukOdsGtKhfxD1zJKXjCCcU7ju50O7MeAZ8c4krSJcOIJGFR+qx21yMMVYwiQvyTyQ==
 
+"@esbuild/darwin-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/darwin-x64/-/darwin-x64-0.24.0.tgz#33087aab31a1eb64c89daf3d2cf8ce1775656107"
+  integrity sha512-rgtz6flkVkh58od4PwTRqxbKH9cOjaXCMZgWD905JOzjFKW+7EiUObfd/Kav+A6Gyud6WZk9w+xu6QLytdi2OA==
+
 "@esbuild/freebsd-arm64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/freebsd-arm64/-/freebsd-arm64-0.18.20.tgz#98755cd12707f93f210e2494d6a4b51b96977f54"
   integrity sha512-yqDQHy4QHevpMAaxhhIwYPMv1NECwOvIpGCZkECn8w2WFHXjEwrBn3CeNIYsibZ/iZEUemj++M26W3cNR5h+Tw==
 
+"@esbuild/freebsd-arm64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/freebsd-arm64/-/freebsd-arm64-0.24.0.tgz#bb76e5ea9e97fa3c753472f19421075d3a33e8a7"
+  integrity sha512-6Mtdq5nHggwfDNLAHkPlyLBpE5L6hwsuXZX8XNmHno9JuL2+bg2BX5tRkwjyfn6sKbxZTq68suOjgWqCicvPXA==
+
 "@esbuild/freebsd-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/freebsd-x64/-/freebsd-x64-0.18.20.tgz#c1eb2bff03915f87c29cece4c1a7fa1f423b066e"
   integrity sha512-tgWRPPuQsd3RmBZwarGVHZQvtzfEBOreNuxEMKFcd5DaDn2PbBxfwLcj4+aenoh7ctXcbXmOQIn8HI6mCSw5MQ==
 
+"@esbuild/freebsd-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/freebsd-x64/-/freebsd-x64-0.24.0.tgz#e0e2ce9249fdf6ee29e5dc3d420c7007fa579b93"
+  integrity sha512-D3H+xh3/zphoX8ck4S2RxKR6gHlHDXXzOf6f/9dbFt/NRBDIE33+cVa49Kil4WUjxMGW0ZIYBYtaGCa2+OsQwQ==
+
 "@esbuild/linux-arm64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-arm64/-/linux-arm64-0.18.20.tgz#bad4238bd8f4fc25b5a021280c770ab5fc3a02a0"
   integrity sha512-2YbscF+UL7SQAVIpnWvYwM+3LskyDmPhe31pE7/aoTMFKKzIc9lLbyGUpmmb8a8AixOL61sQ/mFh3jEjHYFvdA==
 
+"@esbuild/linux-arm64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-arm64/-/linux-arm64-0.24.0.tgz#d1b2aa58085f73ecf45533c07c82d81235388e75"
+  integrity sha512-TDijPXTOeE3eaMkRYpcy3LarIg13dS9wWHRdwYRnzlwlA370rNdZqbcp0WTyyV/k2zSxfko52+C7jU5F9Tfj1g==
+
 "@esbuild/linux-arm@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-arm/-/linux-arm-0.18.20.tgz#3e617c61f33508a27150ee417543c8ab5acc73b0"
   integrity sha512-/5bHkMWnq1EgKr1V+Ybz3s1hWXok7mDFUMQ4cG10AfW3wL02PSZi5kFpYKrptDsgb2WAJIvRcDm+qIvXf/apvg==
 
+"@esbuild/linux-arm@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-arm/-/linux-arm-0.24.0.tgz#8e4915df8ea3e12b690a057e77a47b1d5935ef6d"
+  integrity sha512-gJKIi2IjRo5G6Glxb8d3DzYXlxdEj2NlkixPsqePSZMhLudqPhtZ4BUrpIuTjJYXxvF9njql+vRjB2oaC9XpBw==
+
 "@esbuild/linux-ia32@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-ia32/-/linux-ia32-0.18.20.tgz#699391cccba9aee6019b7f9892eb99219f1570a7"
   integrity sha512-P4etWwq6IsReT0E1KHU40bOnzMHoH73aXp96Fs8TIT6z9Hu8G6+0SHSw9i2isWrD2nbx2qo5yUqACgdfVGx7TA==
 
+"@esbuild/linux-ia32@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-ia32/-/linux-ia32-0.24.0.tgz#8200b1110666c39ab316572324b7af63d82013fb"
+  integrity sha512-K40ip1LAcA0byL05TbCQ4yJ4swvnbzHscRmUilrmP9Am7//0UjPreh4lpYzvThT2Quw66MhjG//20mrufm40mA==
+
 "@esbuild/linux-loong64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-loong64/-/linux-loong64-0.18.20.tgz#e6fccb7aac178dd2ffb9860465ac89d7f23b977d"
   integrity sha512-nXW8nqBTrOpDLPgPY9uV+/1DjxoQ7DoB2N8eocyq8I9XuqJ7BiAMDMf9n1xZM9TgW0J8zrquIb/A7s3BJv7rjg==
 
+"@esbuild/linux-loong64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-loong64/-/linux-loong64-0.24.0.tgz#6ff0c99cf647504df321d0640f0d32e557da745c"
+  integrity sha512-0mswrYP/9ai+CU0BzBfPMZ8RVm3RGAN/lmOMgW4aFUSOQBjA31UP8Mr6DDhWSuMwj7jaWOT0p0WoZ6jeHhrD7g==
+
 "@esbuild/linux-mips64el@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-mips64el/-/linux-mips64el-0.18.20.tgz#eeff3a937de9c2310de30622a957ad1bd9183231"
   integrity sha512-d5NeaXZcHp8PzYy5VnXV3VSd2D328Zb+9dEq5HE6bw6+N86JVPExrA6O68OPwobntbNJ0pzCpUFZTo3w0GyetQ==
 
+"@esbuild/linux-mips64el@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-mips64el/-/linux-mips64el-0.24.0.tgz#3f720ccd4d59bfeb4c2ce276a46b77ad380fa1f3"
+  integrity sha512-hIKvXm0/3w/5+RDtCJeXqMZGkI2s4oMUGj3/jM0QzhgIASWrGO5/RlzAzm5nNh/awHE0A19h/CvHQe6FaBNrRA==
+
 "@esbuild/linux-ppc64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-ppc64/-/linux-ppc64-0.18.20.tgz#2f7156bde20b01527993e6881435ad79ba9599fb"
   integrity sha512-WHPyeScRNcmANnLQkq6AfyXRFr5D6N2sKgkFo2FqguP44Nw2eyDlbTdZwd9GYk98DZG9QItIiTlFLHJHjxP3FA==
 
+"@esbuild/linux-ppc64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-ppc64/-/linux-ppc64-0.24.0.tgz#9d6b188b15c25afd2e213474bf5f31e42e3aa09e"
+  integrity sha512-HcZh5BNq0aC52UoocJxaKORfFODWXZxtBaaZNuN3PUX3MoDsChsZqopzi5UupRhPHSEHotoiptqikjN/B77mYQ==
+
 "@esbuild/linux-riscv64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-riscv64/-/linux-riscv64-0.18.20.tgz#6628389f210123d8b4743045af8caa7d4ddfc7a6"
   integrity sha512-WSxo6h5ecI5XH34KC7w5veNnKkju3zBRLEQNY7mv5mtBmrP/MjNBCAlsM2u5hDBlS3NGcTQpoBvRzqBcRtpq1A==
 
+"@esbuild/linux-riscv64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-riscv64/-/linux-riscv64-0.24.0.tgz#f989fdc9752dfda286c9cd87c46248e4dfecbc25"
+  integrity sha512-bEh7dMn/h3QxeR2KTy1DUszQjUrIHPZKyO6aN1X4BCnhfYhuQqedHaa5MxSQA/06j3GpiIlFGSsy1c7Gf9padw==
+
 "@esbuild/linux-s390x@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-s390x/-/linux-s390x-0.18.20.tgz#255e81fb289b101026131858ab99fba63dcf0071"
   integrity sha512-+8231GMs3mAEth6Ja1iK0a1sQ3ohfcpzpRLH8uuc5/KVDFneH6jtAJLFGafpzpMRO6DzJ6AvXKze9LfFMrIHVQ==
 
+"@esbuild/linux-s390x@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-s390x/-/linux-s390x-0.24.0.tgz#29ebf87e4132ea659c1489fce63cd8509d1c7319"
+  integrity sha512-ZcQ6+qRkw1UcZGPyrCiHHkmBaj9SiCD8Oqd556HldP+QlpUIe2Wgn3ehQGVoPOvZvtHm8HPx+bH20c9pvbkX3g==
+
 "@esbuild/linux-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/linux-x64/-/linux-x64-0.18.20.tgz#c7690b3417af318a9b6f96df3031a8865176d338"
   integrity sha512-UYqiqemphJcNsFEskc73jQ7B9jgwjWrSayxawS6UVFZGWrAAtkzjxSqnoclCXxWtfwLdzU+vTpcNYhpn43uP1w==
 
+"@esbuild/linux-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/linux-x64/-/linux-x64-0.24.0.tgz#4af48c5c0479569b1f359ffbce22d15f261c0cef"
+  integrity sha512-vbutsFqQ+foy3wSSbmjBXXIJ6PL3scghJoM8zCL142cGaZKAdCZHyf+Bpu/MmX9zT9Q0zFBVKb36Ma5Fzfa8xA==
+
 "@esbuild/netbsd-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/netbsd-x64/-/netbsd-x64-0.18.20.tgz#30e8cd8a3dded63975e2df2438ca109601ebe0d1"
   integrity sha512-iO1c++VP6xUBUmltHZoMtCUdPlnPGdBom6IrO4gyKPFFVBKioIImVooR5I83nTew5UOYrk3gIJhbZh8X44y06A==
 
+"@esbuild/netbsd-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/netbsd-x64/-/netbsd-x64-0.24.0.tgz#1ae73d23cc044a0ebd4f198334416fb26c31366c"
+  integrity sha512-hjQ0R/ulkO8fCYFsG0FZoH+pWgTTDreqpqY7UnQntnaKv95uP5iW3+dChxnx7C3trQQU40S+OgWhUVwCjVFLvg==
+
+"@esbuild/openbsd-arm64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/openbsd-arm64/-/openbsd-arm64-0.24.0.tgz#5d904a4f5158c89859fd902c427f96d6a9e632e2"
+  integrity sha512-MD9uzzkPQbYehwcN583yx3Tu5M8EIoTD+tUgKF982WYL9Pf5rKy9ltgD0eUgs8pvKnmizxjXZyLt0z6DC3rRXg==
+
 "@esbuild/openbsd-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/openbsd-x64/-/openbsd-x64-0.18.20.tgz#7812af31b205055874c8082ea9cf9ab0da6217ae"
   integrity sha512-e5e4YSsuQfX4cxcygw/UCPIEP6wbIL+se3sxPdCiMbFLBWu0eiZOJ7WoD+ptCLrmjZBK1Wk7I6D/I3NglUGOxg==
 
+"@esbuild/openbsd-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/openbsd-x64/-/openbsd-x64-0.24.0.tgz#4c8aa88c49187c601bae2971e71c6dc5e0ad1cdf"
+  integrity sha512-4ir0aY1NGUhIC1hdoCzr1+5b43mw99uNwVzhIq1OY3QcEwPDO3B7WNXBzaKY5Nsf1+N11i1eOfFcq+D/gOS15Q==
+
 "@esbuild/sunos-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/sunos-x64/-/sunos-x64-0.18.20.tgz#d5c275c3b4e73c9b0ecd38d1ca62c020f887ab9d"
   integrity sha512-kDbFRFp0YpTQVVrqUd5FTYmWo45zGaXe0X8E1G/LKFC0v8x0vWrhOWSLITcCn63lmZIxfOMXtCfti/RxN/0wnQ==
 
+"@esbuild/sunos-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/sunos-x64/-/sunos-x64-0.24.0.tgz#8ddc35a0ea38575fa44eda30a5ee01ae2fa54dd4"
+  integrity sha512-jVzdzsbM5xrotH+W5f1s+JtUy1UWgjU0Cf4wMvffTB8m6wP5/kx0KiaLHlbJO+dMgtxKV8RQ/JvtlFcdZ1zCPA==
+
 "@esbuild/win32-arm64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/win32-arm64/-/win32-arm64-0.18.20.tgz#73bc7f5a9f8a77805f357fab97f290d0e4820ac9"
   integrity sha512-ddYFR6ItYgoaq4v4JmQQaAI5s7npztfV4Ag6NrhiaW0RrnOXqBkgwZLofVTlq1daVTQNhtI5oieTvkRPfZrePg==
 
+"@esbuild/win32-arm64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/win32-arm64/-/win32-arm64-0.24.0.tgz#6e79c8543f282c4539db684a207ae0e174a9007b"
+  integrity sha512-iKc8GAslzRpBytO2/aN3d2yb2z8XTVfNV0PjGlCxKo5SgWmNXx82I/Q3aG1tFfS+A2igVCY97TJ8tnYwpUWLCA==
+
 "@esbuild/win32-ia32@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/win32-ia32/-/win32-ia32-0.18.20.tgz#ec93cbf0ef1085cc12e71e0d661d20569ff42102"
   integrity sha512-Wv7QBi3ID/rROT08SABTS7eV4hX26sVduqDOTe1MvGMjNd3EjOz4b7zeexIR62GTIEKrfJXKL9LFxTYgkyeu7g==
 
+"@esbuild/win32-ia32@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/win32-ia32/-/win32-ia32-0.24.0.tgz#057af345da256b7192d18b676a02e95d0fa39103"
+  integrity sha512-vQW36KZolfIudCcTnaTpmLQ24Ha1RjygBo39/aLkM2kmjkWmZGEJ5Gn9l5/7tzXA42QGIoWbICfg6KLLkIw6yw==
+
 "@esbuild/win32-x64@0.18.20":
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/@esbuild/win32-x64/-/win32-x64-0.18.20.tgz#786c5f41f043b07afb1af37683d7c33668858f6d"
   integrity sha512-kTdfRcSiDfQca/y9QIkng02avJ+NCaQvrMejlsB3RRv5sE9rRoeBPISaZpKxHELzRxZyLvNts1P27W3wV+8geQ==
 
+"@esbuild/win32-x64@0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/@esbuild/win32-x64/-/win32-x64-0.24.0.tgz#168ab1c7e1c318b922637fad8f339d48b01e1244"
+  integrity sha512-7IAFPrjSQIJrGsK6flwg7NFmwBoSTyF3rl7If0hNUFQU4ilTsEPL6GuMuU9BfIWVVGuRnuIidkSMC+c0Otu8IA==
+
 "@eslint-community/eslint-utils@^4.2.0", "@eslint-community/eslint-utils@^4.4.0":
   version "4.4.0"
   resolved "https://registry.yarnpkg.com/@eslint-community/eslint-utils/-/eslint-utils-4.4.0.tgz#a23514e8fb9af1269d5f7788aa556798d61c6b59"
@@ -1172,6 +1456,16 @@
   resolved "https://registry.yarnpkg.com/@eslint/js/-/js-8.43.0.tgz#559ca3d9ddbd6bf907ad524320a0d14b85586af0"
   integrity sha512-s2UHCoiXfxMvmfzqoN+vrQ84ahUSYde9qNO1MdxmoEhyHWsfmwOpFlwYV+ePJEVc7gFnATGUi376WowX1N7tFg==
 
+"@fontsource/mulish@^5.0.16":
+  version "5.1.0"
+  resolved "https://registry.yarnpkg.com/@fontsource/mulish/-/mulish-5.1.0.tgz#e5cfb25d3dc83e0f4f0c828708b304bf33c9f7a4"
+  integrity sha512-dETFYrY9aGE1aD8g3xSkpyAir2YDjrnYsujZrZj1C/3gv3iKlr2MUQYUFRTCdcnoFLMXpq2izDW/644OGgYsPQ==
+
+"@geometricpanda/storybook-addon-badges@^2.0.2":
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/@geometricpanda/storybook-addon-badges/-/storybook-addon-badges-2.0.5.tgz#eea1c27df8956eddeca612a82e5606034232da95"
+  integrity sha512-FH56ly6ZhltjyKQWxUKORP67BxhL9FMJRByS5lqKZpeP8J2MMsMXG7eQmFXKcZGQORfVQye+1uYYWXweDOiFTQ==
+
 "@graphql-codegen/add@^2.0.2":
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/@graphql-codegen/add/-/add-2.0.2.tgz#4acbb95be9ebb859a3cebfe7132fdf49ffe06dd8"
@@ -1654,6 +1948,14 @@
   dependencies:
     "@sinclair/typebox" "^0.27.8"
 
+"@joshwooding/vite-plugin-react-docgen-typescript@0.4.2":
+  version "0.4.2"
+  resolved "https://registry.yarnpkg.com/@joshwooding/vite-plugin-react-docgen-typescript/-/vite-plugin-react-docgen-typescript-0.4.2.tgz#c2591d2d7b02160341672d6bf3cc248dd60f2530"
+  integrity sha512-feQ+ntr+8hbVudnsTUapiMN9q8T90XA1d5jn9QzY09sNoj4iD9wi0PY1vsBFTda4ZjEaxRK9S81oarR2nj7TFQ==
+  dependencies:
+    magic-string "^0.27.0"
+    react-docgen-typescript "^2.2.2"
+
 "@jridgewell/gen-mapping@^0.3.0", "@jridgewell/gen-mapping@^0.3.2":
   version "0.3.3"
   resolved "https://registry.yarnpkg.com/@jridgewell/gen-mapping/-/gen-mapping-0.3.3.tgz#7e02e6eb5df901aaedb08514203b096614024098"
@@ -1663,21 +1965,45 @@
     "@jridgewell/sourcemap-codec" "^1.4.10"
     "@jridgewell/trace-mapping" "^0.3.9"
 
+"@jridgewell/gen-mapping@^0.3.5":
+  version "0.3.5"
+  resolved "https://registry.yarnpkg.com/@jridgewell/gen-mapping/-/gen-mapping-0.3.5.tgz#dcce6aff74bdf6dad1a95802b69b04a2fcb1fb36"
+  integrity sha512-IzL8ZoEDIBRWEzlCcRhOaCupYyN5gdIK+Q6fbFdPDg6HqX6jpkItn7DFIpW9LQzXG6Df9sA7+OKnq0qlz/GaQg==
+  dependencies:
+    "@jridgewell/set-array" "^1.2.1"
+    "@jridgewell/sourcemap-codec" "^1.4.10"
+    "@jridgewell/trace-mapping" "^0.3.24"
+
 "@jridgewell/resolve-uri@3.1.0":
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/@jridgewell/resolve-uri/-/resolve-uri-3.1.0.tgz#2203b118c157721addfe69d47b70465463066d78"
   integrity sha512-F2msla3tad+Mfht5cJq7LSXcdudKTWCVYUgw6pLFOOHSTtZlj6SWNYAp+AhuqLmWdBO2X5hPrLcu8cVP8fy28w==
 
+"@jridgewell/resolve-uri@^3.1.0":
+  version "3.1.2"
+  resolved "https://registry.yarnpkg.com/@jridgewell/resolve-uri/-/resolve-uri-3.1.2.tgz#7a0ee601f60f99a20c7c7c5ff0c80388c1189bd6"
+  integrity sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==
+
 "@jridgewell/set-array@^1.0.1":
   version "1.1.2"
   resolved "https://registry.yarnpkg.com/@jridgewell/set-array/-/set-array-1.1.2.tgz#7c6cf998d6d20b914c0a55a91ae928ff25965e72"
   integrity sha512-xnkseuNADM0gt2bs+BvhO0p78Mk762YnZdsuzFV018NoG1Sj1SCQvpSqa7XUaTam5vAGasABV9qXASMKnFMwMw==
 
+"@jridgewell/set-array@^1.2.1":
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/@jridgewell/set-array/-/set-array-1.2.1.tgz#558fb6472ed16a4c850b889530e6b36438c49280"
+  integrity sha512-R8gLRTZeyp03ymzP/6Lil/28tGeGEzhx1q2k703KGWRAI1VdvPIXdG70VJc2pAMw3NA6JKL5hhFu1sJX0Mnn/A==
+
 "@jridgewell/sourcemap-codec@1.4.14", "@jridgewell/sourcemap-codec@^1.4.10":
   version "1.4.14"
   resolved "https://registry.yarnpkg.com/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.14.tgz#add4c98d341472a289190b424efbdb096991bb24"
   integrity sha512-XPSJHWmi394fuUuzDnGz1wiKqWfo1yXecHQMRf2l6hztTO+nPru658AyDngaBe7isIxEkRsPR3FZh+s7iVa4Uw==
 
+"@jridgewell/sourcemap-codec@^1.4.13", "@jridgewell/sourcemap-codec@^1.4.14", "@jridgewell/sourcemap-codec@^1.5.0":
+  version "1.5.0"
+  resolved "https://registry.yarnpkg.com/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.5.0.tgz#3188bcb273a414b0d215fd22a58540b989b9409a"
+  integrity sha512-gv3ZRaISU3fjPAgNsriBRqGWQL6quFx04YMPW/zD8XMLsU32mhCCbfbO6KZFLjvYpCZ8zyDEgqsgf+PwPaM7GQ==
+
 "@jridgewell/sourcemap-codec@^1.4.15":
   version "1.4.15"
   resolved "https://registry.yarnpkg.com/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.15.tgz#d7c6e6755c78567a951e04ab52ef0fd26de59f32"
@@ -1691,6 +2017,14 @@
     "@jridgewell/resolve-uri" "3.1.0"
     "@jridgewell/sourcemap-codec" "1.4.14"
 
+"@jridgewell/trace-mapping@^0.3.24", "@jridgewell/trace-mapping@^0.3.25":
+  version "0.3.25"
+  resolved "https://registry.yarnpkg.com/@jridgewell/trace-mapping/-/trace-mapping-0.3.25.tgz#15f190e98895f3fc23276ee14bc76b675c2e50f0"
+  integrity sha512-vNk6aEwybGtawWmy/PzwnGDOjCkLWSD2wqvjGGAgOAwCGWySYXfYoxt00IJkTF+8Lb57DwOb3Aa0o9CApepiYQ==
+  dependencies:
+    "@jridgewell/resolve-uri" "^3.1.0"
+    "@jridgewell/sourcemap-codec" "^1.4.14"
+
 "@linaria/core@3.0.0-beta.13":
   version "3.0.0-beta.13"
   resolved "https://registry.yarnpkg.com/@linaria/core/-/core-3.0.0-beta.13.tgz#049c5be5faa67e341e413a0f6b641d5d78d91056"
@@ -1719,6 +2053,13 @@
     refractor "^3.3.1"
     unist-util-visit "^2.0.3"
 
+"@mdx-js/react@^3.0.0":
+  version "3.1.0"
+  resolved "https://registry.yarnpkg.com/@mdx-js/react/-/react-3.1.0.tgz#c4522e335b3897b9a845db1dbdd2f966ae8fb0ed"
+  integrity sha512-QjHtSaoameoalGnKDT3FoIl4+9RwyTmo9ZJGBdLOks/YOiWHoRDI3PUwEzOE7kEmGcV3AFcp9K6dYu9rEuKLAQ==
+  dependencies:
+    "@types/mdx" "^2.0.0"
+
 "@monaco-editor/loader@^1.2.0":
   version "1.2.0"
   resolved "https://registry.yarnpkg.com/@monaco-editor/loader/-/loader-1.2.0.tgz#373fad69973384624e3d9b60eefd786461a76acd"
@@ -1753,6 +2094,36 @@
   resolved "https://registry.yarnpkg.com/@mui/core-downloads-tracker/-/core-downloads-tracker-5.10.15.tgz#490f3dea5327c892f063496a0219c48301da0fa0"
   integrity sha512-xFcS0LpdF0Q1qJrrNsYUv9PU+ovvhCEPTOMw2jcpEFtl3CA87dLpvztORR5oE2UBFjWF7qLQLOwboQU1+xC7Cw==
 
+"@mui/core-downloads-tracker@^5.16.9":
+  version "5.16.9"
+  resolved "https://registry.yarnpkg.com/@mui/core-downloads-tracker/-/core-downloads-tracker-5.16.9.tgz#df68e6b685857d48cab5ed73ec2bf47fdd48d252"
+  integrity sha512-ue3j79XJ56+F6DlTtFTM+n//5AvNENOvl3MFruZZP5iZzz+hOq6WBwnr+YxiMlr+kvmMHuHxgOHFdPR8+mElDw==
+
+"@mui/icons-material@^5.15.21":
+  version "5.16.9"
+  resolved "https://registry.yarnpkg.com/@mui/icons-material/-/icons-material-5.16.9.tgz#0f754ef0b943e3bea78343cd2861e8d95a114617"
+  integrity sha512-nnOJIqan6FS6zEsLX3vf8LZ4vXpZjP5xfCFezeXmqfQConypCOZG4nangoVwKwROlas7b6/bqOdacFUb/HuM/g==
+  dependencies:
+    "@babel/runtime" "^7.23.9"
+
+"@mui/material@^5.15.21":
+  version "5.16.9"
+  resolved "https://registry.yarnpkg.com/@mui/material/-/material-5.16.9.tgz#d0d3e2e9882d11d94171298e2d7ab38db736ce1f"
+  integrity sha512-XC0oHFm7mrWV0tvhed9uv/o6kLNClnLj1eo/ufuKbj+rgk47ek8Y6HjHe3cGvMn4Bcq8KyoQPgzdwqvS2ZzYrA==
+  dependencies:
+    "@babel/runtime" "^7.23.9"
+    "@mui/core-downloads-tracker" "^5.16.9"
+    "@mui/system" "^5.16.8"
+    "@mui/types" "^7.2.15"
+    "@mui/utils" "^5.16.8"
+    "@popperjs/core" "^2.11.8"
+    "@types/react-transition-group" "^4.4.10"
+    clsx "^2.1.0"
+    csstype "^3.1.3"
+    prop-types "^15.8.1"
+    react-is "^18.3.1"
+    react-transition-group "^4.4.5"
+
 "@mui/material@^5.8.5":
   version "5.10.15"
   resolved "https://registry.yarnpkg.com/@mui/material/-/material-5.10.15.tgz#37345f5a3d71c662703af7b5be0cca229b2a1416"
@@ -1780,6 +2151,15 @@
     "@mui/utils" "^5.10.15"
     prop-types "^15.8.1"
 
+"@mui/private-theming@^5.16.8":
+  version "5.16.8"
+  resolved "https://registry.yarnpkg.com/@mui/private-theming/-/private-theming-5.16.8.tgz#7914996caaf6eedc59914aeab83dcd2d4e4da1ec"
+  integrity sha512-3Vl9yFVLU6T3CFtxRMQTcJ60Ijv7wxQi4yjH92+9YXcsqvVspeIYoocqNoIV/1bXGYfyWu5zrCmwQVHaGY7bug==
+  dependencies:
+    "@babel/runtime" "^7.23.9"
+    "@mui/utils" "^5.16.8"
+    prop-types "^15.8.1"
+
 "@mui/styled-engine@^5.10.14":
   version "5.10.14"
   resolved "https://registry.yarnpkg.com/@mui/styled-engine/-/styled-engine-5.10.14.tgz#4395198a1919254a3edabf6e8fc8d43c9c59b5c3"
@@ -1790,6 +2170,16 @@
     csstype "^3.1.1"
     prop-types "^15.8.1"
 
+"@mui/styled-engine@^5.16.8":
+  version "5.16.8"
+  resolved "https://registry.yarnpkg.com/@mui/styled-engine/-/styled-engine-5.16.8.tgz#b8ca35f93f503a51d0759a05475bfd28e10757ea"
+  integrity sha512-OFdgFf8JczSRs0kvWGdSn0ZeXxWrY0LITDPJ/nAtLEvUUTyrlFaO4il3SECX8ruzvf1VnAxHx4M/4mX9oOn9yA==
+  dependencies:
+    "@babel/runtime" "^7.23.9"
+    "@emotion/cache" "^11.11.0"
+    csstype "^3.1.3"
+    prop-types "^15.8.1"
+
 "@mui/system@^5.10.15":
   version "5.10.15"
   resolved "https://registry.yarnpkg.com/@mui/system/-/system-5.10.15.tgz#4bb58d1d1a531137559b775038a18d6050d9ee57"
@@ -1804,11 +2194,30 @@
     csstype "^3.1.1"
     prop-types "^15.8.1"
 
+"@mui/system@^5.16.8":
+  version "5.16.8"
+  resolved "https://registry.yarnpkg.com/@mui/system/-/system-5.16.8.tgz#e5010d76cd2fdcc403ad3f98abfba99d330055ad"
+  integrity sha512-L32TaFDFpGIi1g6ysRtmhc9zDgrlxDXu3NlrGE8gAsQw/ziHrPdr0PNr20O0POUshA1q14W4dNZ/z0Nx2F9lhA==
+  dependencies:
+    "@babel/runtime" "^7.23.9"
+    "@mui/private-theming" "^5.16.8"
+    "@mui/styled-engine" "^5.16.8"
+    "@mui/types" "^7.2.15"
+    "@mui/utils" "^5.16.8"
+    clsx "^2.1.0"
+    csstype "^3.1.3"
+    prop-types "^15.8.1"
+
 "@mui/types@^7.2.1":
   version "7.2.1"
   resolved "https://registry.yarnpkg.com/@mui/types/-/types-7.2.1.tgz#1eb2bc182c595029884047f2525ad4dbefea318e"
   integrity sha512-c5mSM7ivD8EsqK6HUi9hQPr5V7TJ/IRThUQ9nWNYPdhCGriTSQV4vL6DflT99LkM+wLiIS1rVjphpEWxERep7A==
 
+"@mui/types@^7.2.15":
+  version "7.2.19"
+  resolved "https://registry.yarnpkg.com/@mui/types/-/types-7.2.19.tgz#c941954dd24393fdce5f07830d44440cf4ab6c80"
+  integrity sha512-6XpZEM/Q3epK9RN8ENoXuygnqUQxE+siN/6rGRi2iwJPgBUR25mphYQ9ZI87plGh58YoZ5pp40bFvKYOCDJ3tA==
+
 "@mui/utils@^5.10.15":
   version "5.10.15"
   resolved "https://registry.yarnpkg.com/@mui/utils/-/utils-5.10.15.tgz#54fc1b373508d20dd5568070b2dcc0818e6bebba"
@@ -1820,6 +2229,18 @@
     prop-types "^15.8.1"
     react-is "^18.2.0"
 
+"@mui/utils@^5.16.8":
+  version "5.16.8"
+  resolved "https://registry.yarnpkg.com/@mui/utils/-/utils-5.16.8.tgz#e44acf38d446d361347c46b3e81ae366f615f37b"
+  integrity sha512-P/yb7BSWallQUeiNGxb+TM8epHteIUC8gzNTdPV2VfKhVY/EnGliHgt5np0GPkjQ7EzwDi/+gBevrAJtf+K94A==
+  dependencies:
+    "@babel/runtime" "^7.23.9"
+    "@mui/types" "^7.2.15"
+    "@types/prop-types" "^15.7.12"
+    clsx "^2.1.1"
+    prop-types "^15.8.1"
+    react-is "^18.3.1"
+
 "@nodelib/fs.scandir@2.1.5":
   version "2.1.5"
   resolved "https://registry.yarnpkg.com/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz#7619c2eb21b25483f6d167548b4cfd5a7488c3d5"
@@ -1880,6 +2301,11 @@
   resolved "https://registry.yarnpkg.com/@popperjs/core/-/core-2.11.6.tgz#cee20bd55e68a1720bdab363ecf0c821ded4cd45"
   integrity sha512-50/17A98tWUfQ176raKiOGXuYpLyyVMkxxG6oylzL3BPOlA6ADGdK7EYunSa4I064xerltq9TGXs8HmOk5E+vw==
 
+"@popperjs/core@^2.11.8":
+  version "2.11.8"
+  resolved "https://registry.yarnpkg.com/@popperjs/core/-/core-2.11.8.tgz#6b79032e760a0899cd4204710beede972a3a185f"
+  integrity sha512-P1st0aksCrn9sGZhp8GMYwBnQsbvAWsZAX44oXNNvLHGqAOcoVxmjZiohstwQ7SqKnbR47akdNi+uleWD8+g6A==
+
 "@rc-component/portal@^1.0.0-6", "@rc-component/portal@^1.0.0-8", "@rc-component/portal@^1.0.2":
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/@rc-component/portal/-/portal-1.1.0.tgz#6b94450d2c2b00d50b141bd7a0be23bd96503dbe"
@@ -2866,6 +3292,15 @@
   resolved "https://registry.yarnpkg.com/@repeaterjs/repeater/-/repeater-3.0.5.tgz#b77571685410217a548a9c753aa3cdfc215bfc78"
   integrity sha512-l3YHBLAol6d/IKnB9LhpD0cEZWAoe3eFKUyTYWmFmCO2Q/WOckxLQAUyMZWwZV2M/m3+4vgRoaolFqaII82/TA==
 
+"@rollup/pluginutils@^5.0.2":
+  version "5.1.3"
+  resolved "https://registry.yarnpkg.com/@rollup/pluginutils/-/pluginutils-5.1.3.tgz#3001bf1a03f3ad24457591f2c259c8e514e0dbdf"
+  integrity sha512-Pnsb6f32CD2W3uCaLZIzDmeFyQ2b8UWMFI7xtwUezpcGBDVDW6y9XgAWIlARiGAo6eNF5FK5aQTr0LFyNyqq5A==
+  dependencies:
+    "@types/estree" "^1.0.0"
+    estree-walker "^2.0.2"
+    picomatch "^4.0.2"
+
 "@rollup/pluginutils@^5.0.4":
   version "5.0.5"
   resolved "https://registry.yarnpkg.com/@rollup/pluginutils/-/pluginutils-5.0.5.tgz#bbb4c175e19ebfeeb8c132c2eea0ecb89941a66c"
@@ -2890,6 +3325,259 @@
   resolved "https://registry.yarnpkg.com/@sinclair/typebox/-/typebox-0.27.8.tgz#6667fac16c436b5434a387a34dedb013198f6e6e"
   integrity sha512-+Fj43pSMwJs4KRrH/938Uf+uAELIgVBmQzg/q1YG10djyfA3TnrU8N8XzqCh/okZdszqBQTZf96idMfE5lnwTA==
 
+"@storybook/addon-actions@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-actions/-/addon-actions-8.4.7.tgz#210c6bb5a7e17c3664c300b4b69b6243ec34b9cd"
+  integrity sha512-mjtD5JxcPuW74T6h7nqMxWTvDneFtokg88p6kQ5OnC1M259iAXb//yiSZgu/quunMHPCXSiqn4FNOSgASTSbsA==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+    "@types/uuid" "^9.0.1"
+    dequal "^2.0.2"
+    polished "^4.2.2"
+    uuid "^9.0.0"
+
+"@storybook/addon-backgrounds@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-backgrounds/-/addon-backgrounds-8.4.7.tgz#56856bdafc5a2ba18cc19422320883c9e8f66c1c"
+  integrity sha512-I4/aErqtFiazcoWyKafOAm3bLpxTj6eQuH/woSbk1Yx+EzN+Dbrgx1Updy8//bsNtKkcrXETITreqHC+a57DHQ==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+    memoizerific "^1.11.3"
+    ts-dedent "^2.0.0"
+
+"@storybook/addon-controls@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-controls/-/addon-controls-8.4.7.tgz#0c2ace0c7056248577f08f90471f29e861b485be"
+  integrity sha512-377uo5IsJgXLnQLJixa47+11V+7Wn9KcDEw+96aGCBCfLbWNH8S08tJHHnSu+jXg9zoqCAC23MetntVp6LetHA==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+    dequal "^2.0.2"
+    ts-dedent "^2.0.0"
+
+"@storybook/addon-docs@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-docs/-/addon-docs-8.4.7.tgz#556515da1049f97023427301e11ecb52d0b9dbe7"
+  integrity sha512-NwWaiTDT5puCBSUOVuf6ME7Zsbwz7Y79WF5tMZBx/sLQ60vpmJVQsap6NSjvK1Ravhc21EsIXqemAcBjAWu80w==
+  dependencies:
+    "@mdx-js/react" "^3.0.0"
+    "@storybook/blocks" "8.4.7"
+    "@storybook/csf-plugin" "8.4.7"
+    "@storybook/react-dom-shim" "8.4.7"
+    react "^16.8.0 || ^17.0.0 || ^18.0.0"
+    react-dom "^16.8.0 || ^17.0.0 || ^18.0.0"
+    ts-dedent "^2.0.0"
+
+"@storybook/addon-essentials@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-essentials/-/addon-essentials-8.4.7.tgz#381c74230d1b1a209d5fdc017d241c016b98affe"
+  integrity sha512-+BtZHCBrYtQKILtejKxh0CDRGIgTl9PumfBOKRaihYb4FX1IjSAxoV/oo/IfEjlkF5f87vouShWsRa8EUauFDw==
+  dependencies:
+    "@storybook/addon-actions" "8.4.7"
+    "@storybook/addon-backgrounds" "8.4.7"
+    "@storybook/addon-controls" "8.4.7"
+    "@storybook/addon-docs" "8.4.7"
+    "@storybook/addon-highlight" "8.4.7"
+    "@storybook/addon-measure" "8.4.7"
+    "@storybook/addon-outline" "8.4.7"
+    "@storybook/addon-toolbars" "8.4.7"
+    "@storybook/addon-viewport" "8.4.7"
+    ts-dedent "^2.0.0"
+
+"@storybook/addon-highlight@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-highlight/-/addon-highlight-8.4.7.tgz#06b9752977e38884007e9446f9a2b0c04c873229"
+  integrity sha512-whQIDBd3PfVwcUCrRXvCUHWClXe9mQ7XkTPCdPo4B/tZ6Z9c6zD8JUHT76ddyHivixFLowMnA8PxMU6kCMAiNw==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+
+"@storybook/addon-interactions@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-interactions/-/addon-interactions-8.4.7.tgz#d34545db5ea6f03a5499ad6742c3317fb9e02d55"
+  integrity sha512-fnufT3ym8ht3HHUIRVXAH47iOJW/QOb0VSM+j269gDuvyDcY03D1civCu1v+eZLGaXPKJ8vtjr0L8zKQ/4P0JQ==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+    "@storybook/instrumenter" "8.4.7"
+    "@storybook/test" "8.4.7"
+    polished "^4.2.2"
+    ts-dedent "^2.2.0"
+
+"@storybook/addon-links@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-links/-/addon-links-8.4.7.tgz#c38b2b63c3b0308adacff4b0758464a0657154c4"
+  integrity sha512-L/1h4dMeMKF+MM0DanN24v5p3faNYbbtOApMgg7SlcBT/tgo3+cAjkgmNpYA8XtKnDezm+T2mTDhB8mmIRZpIQ==
+  dependencies:
+    "@storybook/csf" "^0.1.11"
+    "@storybook/global" "^5.0.0"
+    ts-dedent "^2.0.0"
+
+"@storybook/addon-measure@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-measure/-/addon-measure-8.4.7.tgz#9d556ba34b57c13ad8d00bd953b27ec405a64d23"
+  integrity sha512-QfvqYWDSI5F68mKvafEmZic3SMiK7zZM8VA0kTXx55hF/+vx61Mm0HccApUT96xCXIgmwQwDvn9gS4TkX81Dmw==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+    tiny-invariant "^1.3.1"
+
+"@storybook/addon-onboarding@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-onboarding/-/addon-onboarding-8.4.7.tgz#212a5e27db1ee8440a2dd0d5c67ac29f0e6efda5"
+  integrity sha512-FdC2NV60VNYeMxf6DVe0qV9ucSBAzMh1//C0Qqwq8CcjthMbmKlVZ7DqbVsbIHKnFaSCaUC88eR5olAfMaauCQ==
+  dependencies:
+    react-confetti "^6.1.0"
+
+"@storybook/addon-outline@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-outline/-/addon-outline-8.4.7.tgz#8a35fe519dd639bb287a370da2222e6ffdce4020"
+  integrity sha512-6LYRqUZxSodmAIl8icr585Oi8pmzbZ90aloZJIpve+dBAzo7ydYrSQxxoQEVltXbKf3VeVcrs64ouAYqjisMYA==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+    ts-dedent "^2.0.0"
+
+"@storybook/addon-toolbars@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-toolbars/-/addon-toolbars-8.4.7.tgz#b898d4deaf6f5a58f3b70bd8d136cd4ec2844b79"
+  integrity sha512-OSfdv5UZs+NdGB+nZmbafGUWimiweJ/56gShlw8Neo/4jOJl1R3rnRqqY7MYx8E4GwoX+i3GF5C3iWFNQqlDcw==
+
+"@storybook/addon-viewport@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/addon-viewport/-/addon-viewport-8.4.7.tgz#e65c53608f52149c06347b395487960605fc4805"
+  integrity sha512-hvczh/jjuXXcOogih09a663sRDDSATXwbE866al1DXgbDFraYD/LxX/QDb38W9hdjU9+Qhx8VFIcNWoMQns5HQ==
+  dependencies:
+    memoizerific "^1.11.3"
+
+"@storybook/blocks@8.4.7", "@storybook/blocks@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/blocks/-/blocks-8.4.7.tgz#ee17f59dd52d11c97c39b0f6b03957085a80ad95"
+  integrity sha512-+QH7+JwXXXIyP3fRCxz/7E2VZepAanXJM7G8nbR3wWsqWgrRp4Wra6MvybxAYCxU7aNfJX5c+RW84SNikFpcIA==
+  dependencies:
+    "@storybook/csf" "^0.1.11"
+    "@storybook/icons" "^1.2.12"
+    ts-dedent "^2.0.0"
+
+"@storybook/builder-vite@8.4.7", "@storybook/builder-vite@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/builder-vite/-/builder-vite-8.4.7.tgz#3d6d542fa1f46fce5ee7a159dc8491cb4421254d"
+  integrity sha512-LovyXG5VM0w7CovI/k56ZZyWCveQFVDl0m7WwetpmMh2mmFJ+uPQ35BBsgTvTfc8RHi+9Q3F58qP1MQSByXi9g==
+  dependencies:
+    "@storybook/csf-plugin" "8.4.7"
+    browser-assert "^1.2.1"
+    ts-dedent "^2.0.0"
+
+"@storybook/components@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/components/-/components-8.4.7.tgz#09eeffa07aa672ad3966ca1764a43003731b1d30"
+  integrity sha512-uyJIcoyeMWKAvjrG9tJBUCKxr2WZk+PomgrgrUwejkIfXMO76i6jw9BwLa0NZjYdlthDv30r9FfbYZyeNPmF0g==
+
+"@storybook/core@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/core/-/core-8.4.7.tgz#af9cbb3f26f0b6c98c679a134ce776c202570d66"
+  integrity sha512-7Z8Z0A+1YnhrrSXoKKwFFI4gnsLbWzr8fnDCU6+6HlDukFYh8GHRcZ9zKfqmy6U3hw2h8H5DrHsxWfyaYUUOoA==
+  dependencies:
+    "@storybook/csf" "^0.1.11"
+    better-opn "^3.0.2"
+    browser-assert "^1.2.1"
+    esbuild "^0.18.0 || ^0.19.0 || ^0.20.0 || ^0.21.0 || ^0.22.0 || ^0.23.0 || ^0.24.0"
+    esbuild-register "^3.5.0"
+    jsdoc-type-pratt-parser "^4.0.0"
+    process "^0.11.10"
+    recast "^0.23.5"
+    semver "^7.6.2"
+    util "^0.12.5"
+    ws "^8.2.3"
+
+"@storybook/csf-plugin@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/csf-plugin/-/csf-plugin-8.4.7.tgz#0117c872b05bf033eec089ab0224e0fab01da810"
+  integrity sha512-Fgogplu4HImgC+AYDcdGm1rmL6OR1rVdNX1Be9C/NEXwOCpbbBwi0BxTf/2ZxHRk9fCeaPEcOdP5S8QHfltc1g==
+  dependencies:
+    unplugin "^1.3.1"
+
+"@storybook/csf@^0.1.11":
+  version "0.1.12"
+  resolved "https://registry.yarnpkg.com/@storybook/csf/-/csf-0.1.12.tgz#1dcfa0f398a69b834c563884b5f747db3d5a81df"
+  integrity sha512-9/exVhabisyIVL0VxTCxo01Tdm8wefIXKXfltAPTSr8cbLn5JAxGQ6QV3mjdecLGEOucfoVhAKtJfVHxEK1iqw==
+  dependencies:
+    type-fest "^2.19.0"
+
+"@storybook/global@^5.0.0":
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/@storybook/global/-/global-5.0.0.tgz#b793d34b94f572c1d7d9e0f44fac4e0dbc9572ed"
+  integrity sha512-FcOqPAXACP0I3oJ/ws6/rrPT9WGhu915Cg8D02a9YxLo0DE9zI+a9A5gRGvmQ09fiWPukqI8ZAEoQEdWUKMQdQ==
+
+"@storybook/icons@^1.2.12":
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/@storybook/icons/-/icons-1.3.0.tgz#a5c1460fb15a7260e0b638ab86163f7347a0061e"
+  integrity sha512-Nz/UzeYQdUZUhacrPyfkiiysSjydyjgg/p0P9HxB4p/WaJUUjMAcaoaLgy3EXx61zZJ3iD36WPuDkZs5QYrA0A==
+
+"@storybook/instrumenter@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/instrumenter/-/instrumenter-8.4.7.tgz#5a37876fee8f828241a1e7fd76891c6effc1805a"
+  integrity sha512-k6NSD3jaRCCHAFtqXZ7tw8jAzD/yTEWXGya+REgZqq5RCkmJ+9S4Ytp/6OhQMPtPFX23gAuJJzTQVLcCr+gjRg==
+  dependencies:
+    "@storybook/global" "^5.0.0"
+    "@vitest/utils" "^2.1.1"
+
+"@storybook/manager-api@8.4.7", "@storybook/manager-api@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/manager-api/-/manager-api-8.4.7.tgz#4e13debf645c9300d7d6d49195e720d0c7ecd261"
+  integrity sha512-ELqemTviCxAsZ5tqUz39sDmQkvhVAvAgiplYy9Uf15kO0SP2+HKsCMzlrm2ue2FfkUNyqbDayCPPCB0Cdn/mpQ==
+
+"@storybook/preview-api@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/preview-api/-/preview-api-8.4.7.tgz#85e01a97f4182b974581765d725f6c7a7d190013"
+  integrity sha512-0QVQwHw+OyZGHAJEXo6Knx+6/4er7n2rTDE5RYJ9F2E2Lg42E19pfdLlq2Jhoods2Xrclo3wj6GWR//Ahi39Eg==
+
+"@storybook/react-dom-shim@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/react-dom-shim/-/react-dom-shim-8.4.7.tgz#f0dd5bbf2fc185def72d9d08a11c8de22f152c2a"
+  integrity sha512-6bkG2jvKTmWrmVzCgwpTxwIugd7Lu+2btsLAqhQSzDyIj2/uhMNp8xIMr/NBDtLgq3nomt9gefNa9xxLwk/OMg==
+
+"@storybook/react-vite@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/react-vite/-/react-vite-8.4.7.tgz#1a755596d65551c77850361da76df47027687664"
+  integrity sha512-iiY9iLdMXhDnilCEVxU6vQsN72pW3miaf0WSenOZRyZv3HdbpgOxI0qapOS0KCyRUnX9vTlmrSPTMchY4cAeOg==
+  dependencies:
+    "@joshwooding/vite-plugin-react-docgen-typescript" "0.4.2"
+    "@rollup/pluginutils" "^5.0.2"
+    "@storybook/builder-vite" "8.4.7"
+    "@storybook/react" "8.4.7"
+    find-up "^5.0.0"
+    magic-string "^0.30.0"
+    react-docgen "^7.0.0"
+    resolve "^1.22.8"
+    tsconfig-paths "^4.2.0"
+
+"@storybook/react@8.4.7":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/react/-/react-8.4.7.tgz#e2cf62b3c1d8e4bfe5eff82ced07ec473d4e4fd1"
+  integrity sha512-nQ0/7i2DkaCb7dy0NaT95llRVNYWQiPIVuhNfjr1mVhEP7XD090p0g7eqUmsx8vfdHh2BzWEo6CoBFRd3+EXxw==
+  dependencies:
+    "@storybook/components" "8.4.7"
+    "@storybook/global" "^5.0.0"
+    "@storybook/manager-api" "8.4.7"
+    "@storybook/preview-api" "8.4.7"
+    "@storybook/react-dom-shim" "8.4.7"
+    "@storybook/theming" "8.4.7"
+
+"@storybook/test@8.4.7", "@storybook/test@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/test/-/test-8.4.7.tgz#7f58f2cdf3a6d810bf3ff4e0e2fee634040c678f"
+  integrity sha512-AhvJsu5zl3uG40itSQVuSy5WByp3UVhS6xAnme4FWRwgSxhvZjATJ3AZkkHWOYjnnk+P2/sbz/XuPli1FVCWoQ==
+  dependencies:
+    "@storybook/csf" "^0.1.11"
+    "@storybook/global" "^5.0.0"
+    "@storybook/instrumenter" "8.4.7"
+    "@testing-library/dom" "10.4.0"
+    "@testing-library/jest-dom" "6.5.0"
+    "@testing-library/user-event" "14.5.2"
+    "@vitest/expect" "2.0.5"
+    "@vitest/spy" "2.0.5"
+
+"@storybook/theming@8.4.7", "@storybook/theming@^8.1.11":
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/@storybook/theming/-/theming-8.4.7.tgz#c308f6a883999bd35e87826738ab8a76515932b5"
+  integrity sha512-99rgLEjf7iwfSEmdqlHkSG3AyLcK0sfExcr0jnc6rLiAkBhzuIsvcHjjUwkR210SOCgXqBPW0ZA6uhnuyppHLw==
+
 "@svgmoji/blob@^3.2.0":
   version "3.2.0"
   resolved "https://registry.yarnpkg.com/@svgmoji/blob/-/blob-3.2.0.tgz#62a0ab1ba22a0d27f23cb38aacf6d4fb13123dfb"
@@ -3017,6 +3705,20 @@
     "@svgr/hast-util-to-babel-ast" "8.0.0"
     svg-parser "^2.0.4"
 
+"@testing-library/dom@10.4.0":
+  version "10.4.0"
+  resolved "https://registry.yarnpkg.com/@testing-library/dom/-/dom-10.4.0.tgz#82a9d9462f11d240ecadbf406607c6ceeeff43a8"
+  integrity sha512-pemlzrSESWbdAloYml3bAJMEfNh1Z7EduzqPKprCH5S341frlpYnUEW0H72dLxa6IsYr+mPno20GiSm+h9dEdQ==
+  dependencies:
+    "@babel/code-frame" "^7.10.4"
+    "@babel/runtime" "^7.12.5"
+    "@types/aria-query" "^5.0.1"
+    aria-query "5.3.0"
+    chalk "^4.1.0"
+    dom-accessibility-api "^0.5.9"
+    lz-string "^1.5.0"
+    pretty-format "^27.0.2"
+
 "@testing-library/dom@^8.0.0":
   version "8.20.1"
   resolved "https://registry.yarnpkg.com/@testing-library/dom/-/dom-8.20.1.tgz#2e52a32e46fc88369eef7eef634ac2a192decd9f"
@@ -3031,6 +3733,19 @@
     lz-string "^1.5.0"
     pretty-format "^27.0.2"
 
+"@testing-library/jest-dom@6.5.0":
+  version "6.5.0"
+  resolved "https://registry.yarnpkg.com/@testing-library/jest-dom/-/jest-dom-6.5.0.tgz#50484da3f80fb222a853479f618a9ce5c47bfe54"
+  integrity sha512-xGGHpBXYSHUUr6XsKBfs85TWlYKpTc37cSBBVrXcib2MkHLboWlkClhWF37JKlDb9KEq3dHs+f2xR7XJEWGBxA==
+  dependencies:
+    "@adobe/css-tools" "^4.4.0"
+    aria-query "^5.0.0"
+    chalk "^3.0.0"
+    css.escape "^1.5.1"
+    dom-accessibility-api "^0.6.3"
+    lodash "^4.17.21"
+    redent "^3.0.0"
+
 "@testing-library/jest-dom@^6.1.4":
   version "6.1.4"
   resolved "https://registry.yarnpkg.com/@testing-library/jest-dom/-/jest-dom-6.1.4.tgz#cf0835c33bc5ef00befb9e672b1e3e6a710e30e3"
@@ -3054,6 +3769,11 @@
     "@testing-library/dom" "^8.0.0"
     "@types/react-dom" "<18.0.0"
 
+"@testing-library/user-event@14.5.2":
+  version "14.5.2"
+  resolved "https://registry.yarnpkg.com/@testing-library/user-event/-/user-event-14.5.2.tgz#db7257d727c891905947bd1c1a99da20e03c2ebd"
+  integrity sha512-YAh82Wh4TIrxYLmfGcixwD18oIjyC1pFQC2Y01F2lzV2HTMiYrI0nze0FD0ocB//CKS/7jIUgae+adPqxK5yCQ==
+
 "@tommoor/remove-markdown@^0.3.2":
   version "0.3.2"
   resolved "https://registry.yarnpkg.com/@tommoor/remove-markdown/-/remove-markdown-0.3.2.tgz#5288ddd0e26b6b173e76ebb31c94653b0dcff45d"
@@ -3080,6 +3800,17 @@
     "@types/babel__template" "*"
     "@types/babel__traverse" "*"
 
+"@types/babel__core@^7.18.0":
+  version "7.20.5"
+  resolved "https://registry.yarnpkg.com/@types/babel__core/-/babel__core-7.20.5.tgz#3df15f27ba85319caa07ba08d0721889bb39c017"
+  integrity sha512-qoQprZvz5wQFJwMDqeseRXWv3rqMvhgpbXFfVyWhbx9X47POIA6i/+dXefEmZKoAgOaTdaIgNSMqMIU61yRyzA==
+  dependencies:
+    "@babel/parser" "^7.20.7"
+    "@babel/types" "^7.20.7"
+    "@types/babel__generator" "*"
+    "@types/babel__template" "*"
+    "@types/babel__traverse" "*"
+
 "@types/babel__generator@*":
   version "7.6.2"
   resolved "https://registry.yarnpkg.com/@types/babel__generator/-/babel__generator-7.6.2.tgz#f3d71178e187858f7c45e30380f8f1b7415a12d8"
@@ -3102,6 +3833,13 @@
   dependencies:
     "@babel/types" "^7.3.0"
 
+"@types/babel__traverse@^7.18.0":
+  version "7.20.6"
+  resolved "https://registry.yarnpkg.com/@types/babel__traverse/-/babel__traverse-7.20.6.tgz#8dc9f0ae0f202c08d8d4dab648912c8d6038e3f7"
+  integrity sha512-r1bzfrm0tomOI8g1SzvCaQHo6Lcv6zu0EA+W2kHrt8dyrHQxGzBBL4kdkzIS+jBMV+EYcMAEAqXqYaLJq5rOZg==
+  dependencies:
+    "@babel/types" "^7.20.7"
+
 "@types/chai-subset@^1.3.3":
   version "1.3.4"
   resolved "https://registry.yarnpkg.com/@types/chai-subset/-/chai-subset-1.3.4.tgz#7938fa929dd12db451457e4d6faa27bcd599a729"
@@ -3192,6 +3930,11 @@
   resolved "https://registry.yarnpkg.com/@types/direction/-/direction-1.0.0.tgz#6a0962feade8502f9e986e87abe1130b611b13be"
   integrity sha512-et1wmqXm/5smJ8lTJfBnwD12/2Y7eVJLKbuaRT0h2xaKAoo1h8Dz2Io22GObDLFwxY1ddXRTLH3Gq5v44Fl/2w==
 
+"@types/doctrine@^0.0.9":
+  version "0.0.9"
+  resolved "https://registry.yarnpkg.com/@types/doctrine/-/doctrine-0.0.9.tgz#d86a5f452a15e3e3113b99e39616a9baa0f9863f"
+  integrity sha512-eOIHzCUSH7SMfonMG1LsC2f8vxBFtho6NGBznK41R84YzPuvSBzrhEps33IsQiOW9+VL6NQ9DbjQJznk/S4uRA==
+
 "@types/dompurify@^2.3.3":
   version "2.3.3"
   resolved "https://registry.yarnpkg.com/@types/dompurify/-/dompurify-2.3.3.tgz#c24c92f698f77ed9cc9d9fa7888f90cf2bfaa23f"
@@ -3278,6 +4021,11 @@
   dependencies:
     "@types/unist" "*"
 
+"@types/mdx@^2.0.0":
+  version "2.0.13"
+  resolved "https://registry.yarnpkg.com/@types/mdx/-/mdx-2.0.13.tgz#68f6877043d377092890ff5b298152b0a21671bd"
+  integrity sha512-+OWZQfAYyio6YkJb3HLxDrvnx6SWWDbC0zVPfBRzUk0/nqoDyf6dNxQi3eArPe8rJ473nobTMQ/8Zk+LxJ+Yuw==
+
 "@types/min-document@^2.19.0":
   version "2.19.0"
   resolved "https://registry.yarnpkg.com/@types/min-document/-/min-document-2.19.0.tgz#4f9919e789917c00de967a2c38fa8d234cbcd7d6"
@@ -3325,6 +4073,11 @@
   resolved "https://registry.yarnpkg.com/@types/prop-types/-/prop-types-15.7.5.tgz#5f19d2b85a98e9558036f6a3cacc8819420f05cf"
   integrity sha512-JCB8C6SnDoQf0cNycqd/35A7MjcnK+ZTqE7judS6o7utxUCg6imJg3QK2qzHKszlTjcj2cn+NwMB2i96ubpj7w==
 
+"@types/prop-types@^15.7.12":
+  version "15.7.14"
+  resolved "https://registry.yarnpkg.com/@types/prop-types/-/prop-types-15.7.14.tgz#1433419d73b2a7ebfc6918dcefd2ec0d5cd698f2"
+  integrity sha512-gNMvNH49DJ7OJYv+KAKn0Xp45p8PLl6zo2YnvDIbTd4J6MER2BmWN49TG7n9LvkyihINxeKW8+3bfS2yDC9dzQ==
+
 "@types/query-string@^6.3.0":
   version "6.3.0"
   resolved "https://registry.yarnpkg.com/@types/query-string/-/query-string-6.3.0.tgz#b6fa172a01405abcaedac681118e78429d62ea39"
@@ -3390,6 +4143,13 @@
     "@types/history" "*"
     "@types/react" "*"
 
+"@types/react-transition-group@^4.4.10":
+  version "4.4.11"
+  resolved "https://registry.yarnpkg.com/@types/react-transition-group/-/react-transition-group-4.4.11.tgz#d963253a611d757de01ebb241143b1017d5d63d5"
+  integrity sha512-RM05tAniPZ5DZPzzNFP+DmrcOdD0efDUxMy3145oljWSl3x9ZV5vhme98gTxFrj2lhXvmGNnUiuDyJgY9IKkNA==
+  dependencies:
+    "@types/react" "*"
+
 "@types/react-transition-group@^4.4.5":
   version "4.4.5"
   resolved "https://registry.yarnpkg.com/@types/react-transition-group/-/react-transition-group-4.4.5.tgz#aae20dcf773c5aa275d5b9f7cdbca638abc5e416"
@@ -3429,6 +4189,11 @@
   dependencies:
     "@types/prismjs" "*"
 
+"@types/resolve@^1.20.2":
+  version "1.20.6"
+  resolved "https://registry.yarnpkg.com/@types/resolve/-/resolve-1.20.6.tgz#e6e60dad29c2c8c206c026e6dd8d6d1bdda850b8"
+  integrity sha512-A4STmOXPhMUtHH+S6ymgE2GiBSMqf4oTvcQZMcHzokuTLVYzXTB8ttjcgxOVaAp2lGwEdzZ0J+cRbbeevQj1UQ==
+
 "@types/scheduler@*":
   version "0.16.1"
   resolved "https://registry.yarnpkg.com/@types/scheduler/-/scheduler-0.16.1.tgz#18845205e86ff0038517aab7a18a62a6b9f71275"
@@ -3485,6 +4250,11 @@
   resolved "https://registry.yarnpkg.com/@types/unist/-/unist-2.0.3.tgz#9c088679876f374eb5983f150d4787aa6fb32d7e"
   integrity sha512-FvUupuM3rlRsRtCN+fDudtmytGO6iHJuuRKS1Ss0pG5z8oX0diNEw94UEL7hgDbpN94rgaK5R7sWm6RrSkZuAQ==
 
+"@types/uuid@^9.0.1":
+  version "9.0.8"
+  resolved "https://registry.yarnpkg.com/@types/uuid/-/uuid-9.0.8.tgz#7545ba4fc3c003d6c756f651f3bf163d8f0f29ba"
+  integrity sha512-jg+97EGIcY9AGHJJRaaPVgetKDsrTgbRjQ5Msgjh/DQKEFl0DtyRr/VCOyD1T2R1MNeWPK/u7JoGhlDZnKBAfA==
+
 "@types/ws@^8.0.0":
   version "8.5.10"
   resolved "https://registry.yarnpkg.com/@types/ws/-/ws-8.5.10.tgz#4acfb517970853fa6574a3a6886791d04a396787"
@@ -3734,6 +4504,14 @@
     d3-shape "^1.2.0"
     prop-types "^15.6.2"
 
+"@visx/gradient@^3.3.0":
+  version "3.12.0"
+  resolved "https://registry.yarnpkg.com/@visx/gradient/-/gradient-3.12.0.tgz#4898241cdd78ff3003dae584787a4b2dffff1eb7"
+  integrity sha512-QRatjjdUEPbcp4pqRca1JlChpAnmmIAO3r3ZscLK7D1xEIANlIjzjl3uNgrmseYmBAYyPCcJH8Zru07R97ovOg==
+  dependencies:
+    "@types/react" "*"
+    prop-types "^15.5.7"
+
 "@visx/grid@3.2.0":
   version "3.2.0"
   resolved "https://registry.yarnpkg.com/@visx/grid/-/grid-3.2.0.tgz#1db936e0c20bf45d2e8280f8c70b62982c67fb59"
@@ -3945,6 +4723,30 @@
     "@vitest/utils" "0.34.6"
     chai "^4.3.10"
 
+"@vitest/expect@2.0.5":
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/@vitest/expect/-/expect-2.0.5.tgz#f3745a6a2c18acbea4d39f5935e913f40d26fa86"
+  integrity sha512-yHZtwuP7JZivj65Gxoi8upUN2OzHTi3zVfjwdpu2WrvCZPLwsJ2Ey5ILIPccoW23dd/zQBlJ4/dhi7DWNyXCpA==
+  dependencies:
+    "@vitest/spy" "2.0.5"
+    "@vitest/utils" "2.0.5"
+    chai "^5.1.1"
+    tinyrainbow "^1.2.0"
+
+"@vitest/pretty-format@2.0.5":
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/@vitest/pretty-format/-/pretty-format-2.0.5.tgz#91d2e6d3a7235c742e1a6cc50e7786e2f2979b1e"
+  integrity sha512-h8k+1oWHfwTkyTkb9egzwNMfJAEx4veaPSnMeKbVSjp4euqGSbQlm5+6VHwTr7u4FJslVVsUG5nopCaAYdOmSQ==
+  dependencies:
+    tinyrainbow "^1.2.0"
+
+"@vitest/pretty-format@2.1.8":
+  version "2.1.8"
+  resolved "https://registry.yarnpkg.com/@vitest/pretty-format/-/pretty-format-2.1.8.tgz#88f47726e5d0cf4ba873d50c135b02e4395e2bca"
+  integrity sha512-9HiSZ9zpqNLKlbIDRWOnAWqgcA7xu+8YxXSekhr0Ykab7PAYFkhkwoqVArPOtJhPmYeE2YHgKZlj3CP36z2AJQ==
+  dependencies:
+    tinyrainbow "^1.2.0"
+
 "@vitest/runner@0.34.6":
   version "0.34.6"
   resolved "https://registry.yarnpkg.com/@vitest/runner/-/runner-0.34.6.tgz#6f43ca241fc96b2edf230db58bcde5b974b8dcaf"
@@ -3970,6 +4772,13 @@
   dependencies:
     tinyspy "^2.1.1"
 
+"@vitest/spy@2.0.5":
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/@vitest/spy/-/spy-2.0.5.tgz#590fc07df84a78b8e9dd976ec2090920084a2b9f"
+  integrity sha512-c/jdthAhvJdpfVuaexSrnawxZz6pywlTPe84LUB2m/4t3rl2fTo9NFGBG4oWgaD+FTgDDV8hJ/nibT7IfH3JfA==
+  dependencies:
+    tinyspy "^3.0.0"
+
 "@vitest/utils@0.34.6":
   version "0.34.6"
   resolved "https://registry.yarnpkg.com/@vitest/utils/-/utils-0.34.6.tgz#38a0a7eedddb8e7291af09a2409cb8a189516968"
@@ -3979,6 +4788,25 @@
     loupe "^2.3.6"
     pretty-format "^29.5.0"
 
+"@vitest/utils@2.0.5":
+  version "2.0.5"
+  resolved "https://registry.yarnpkg.com/@vitest/utils/-/utils-2.0.5.tgz#6f8307a4b6bc6ceb9270007f73c67c915944e926"
+  integrity sha512-d8HKbqIcya+GR67mkZbrzhS5kKhtp8dQLcmRZLGTscGVg7yImT82cIrhtn2L8+VujWcy6KZweApgNmPsTAO/UQ==
+  dependencies:
+    "@vitest/pretty-format" "2.0.5"
+    estree-walker "^3.0.3"
+    loupe "^3.1.1"
+    tinyrainbow "^1.2.0"
+
+"@vitest/utils@^2.1.1":
+  version "2.1.8"
+  resolved "https://registry.yarnpkg.com/@vitest/utils/-/utils-2.1.8.tgz#f8ef85525f3362ebd37fd25d268745108d6ae388"
+  integrity sha512-dwSoui6djdwbfFmIgbIjX2ZhIoG7Ex/+xpxyiEgIGzjliY8xGkcpITKTlp6B4MgtGkF2ilvm97cPM96XZaAgcA==
+  dependencies:
+    "@vitest/pretty-format" "2.1.8"
+    loupe "^3.1.2"
+    tinyrainbow "^1.2.0"
+
 "@whatwg-node/events@^0.0.3":
   version "0.0.3"
   resolved "https://registry.yarnpkg.com/@whatwg-node/events/-/events-0.0.3.tgz#13a65dd4f5893f55280f766e29ae48074927acad"
@@ -4085,6 +4913,11 @@ acorn@^8.10.0, acorn@^8.9.0:
   resolved "https://registry.yarnpkg.com/acorn/-/acorn-8.11.2.tgz#ca0d78b51895be5390a5903c5b3bdcdaf78ae40b"
   integrity sha512-nc0Axzp/0FILLEVsm4fNwLCwMttvhEI263QtVPQcbpfZZ3ts0hLsZGOpE6czNlid7CJ9MlyH8reXkpsf3YUY4w==
 
+acorn@^8.14.0:
+  version "8.14.0"
+  resolved "https://registry.yarnpkg.com/acorn/-/acorn-8.14.0.tgz#063e2c70cac5fb4f6467f0b11152e04c682795b0"
+  integrity sha512-cl669nCJTZBsL97OF4kUQm5g5hC2uihk0NxY3WENAC0TYdILVkAyHymAntgxGkl7K+t0cXIrH5siy5S4XkFycA==
+
 acorn@^8.8.0:
   version "8.9.0"
   resolved "https://registry.yarnpkg.com/acorn/-/acorn-8.9.0.tgz#78a16e3b2bcc198c10822786fa6679e245db5b59"
@@ -4245,7 +5078,7 @@ aria-query@5.1.3:
   dependencies:
     deep-equal "^2.0.5"
 
-aria-query@^5.0.0, aria-query@^5.1.3:
+aria-query@5.3.0, aria-query@^5.0.0, aria-query@^5.1.3:
   version "5.3.0"
   resolved "https://registry.yarnpkg.com/aria-query/-/aria-query-5.3.0.tgz#650c569e41ad90b51b3d7df5e5eed1c7549c103e"
   integrity sha512-b0P0sZPKtyu8HkeRAfCq0IfURZK+SuwMjY1UXGBU27wpAiTwQAIlq56IbIO+ytk/JjS1fMR14ee5WBBfKi5J6A==
@@ -4331,11 +5164,23 @@ assertion-error@^1.1.0:
   resolved "https://registry.yarnpkg.com/assertion-error/-/assertion-error-1.1.0.tgz#e60b6b0e8f301bd97e5375215bda406c85118c0b"
   integrity sha512-jgsaNduz+ndvGyFt3uSuWqvy4lCnIJiovtouQN5JZHOKCS2QuhEdbcQHFhVksz2N2U9hXJo8odG7ETyWlEeuDw==
 
+assertion-error@^2.0.1:
+  version "2.0.1"
+  resolved "https://registry.yarnpkg.com/assertion-error/-/assertion-error-2.0.1.tgz#f641a196b335690b1070bf00b6e7593fec190bf7"
+  integrity sha512-Izi8RQcffqCeNVgFigKli1ssklIbpHnCYc6AknXGYoB6grJqyeby7jv12JUQgmTAnIDnbck1uxksT4dzN3PWBA==
+
 ast-types-flow@^0.0.7:
   version "0.0.7"
   resolved "https://registry.yarnpkg.com/ast-types-flow/-/ast-types-flow-0.0.7.tgz#f70b735c6bca1a5c9c22d982c3e39e7feba3bdad"
   integrity sha1-9wtzXGvKGlycItmCw+Oef+ujva0=
 
+ast-types@^0.16.1:
+  version "0.16.1"
+  resolved "https://registry.yarnpkg.com/ast-types/-/ast-types-0.16.1.tgz#7a9da1617c9081bc121faafe91711b4c8bb81da2"
+  integrity sha512-6t10qk83GOG8p0vKmaCr8eiilZwO171AvbROMtvvNiwrTly62t+7XkA8RdIIVbpMhCASAsxgAzdRSwh6nw/5Dg==
+  dependencies:
+    tslib "^2.0.1"
+
 astral-regex@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/astral-regex/-/astral-regex-2.0.0.tgz#483143c567aeed4785759c0865786dc77d7d2e31"
@@ -4366,6 +5211,13 @@ available-typed-arrays@^1.0.5:
   resolved "https://registry.yarnpkg.com/available-typed-arrays/-/available-typed-arrays-1.0.5.tgz#92f95616501069d07d10edb2fc37d3e1c65123b7"
   integrity sha512-DMD0KiN46eipeziST1LPP/STfDU0sufISXmjSgvVsoU2tqxctQeASejWcfNtxYKqETM1UxQ8sp2OrSBWpHY6sw==
 
+available-typed-arrays@^1.0.7:
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/available-typed-arrays/-/available-typed-arrays-1.0.7.tgz#a5cc375d6a03c2efc87a553f3e0b1522def14846"
+  integrity sha512-wvUjBtSGN7+7SjNpq/9M2Tg350UZD3q62IFZLbRAR1bSMlCo1ZaeW+BJ+D090e4hIIZLBcTDWe4Mh4jvUDajzQ==
+  dependencies:
+    possible-typed-array-names "^1.0.0"
+
 axe-core@^4.6.2:
   version "4.7.2"
   resolved "https://registry.yarnpkg.com/axe-core/-/axe-core-4.7.2.tgz#040a7342b20765cb18bb50b628394c21bccc17a0"
@@ -4478,6 +5330,13 @@ base64-js@^1.3.1:
   resolved "https://registry.yarnpkg.com/base64-js/-/base64-js-1.5.1.tgz#1b1b440160a5bf7ad40b650f095963481903930a"
   integrity sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==
 
+better-opn@^3.0.2:
+  version "3.0.2"
+  resolved "https://registry.yarnpkg.com/better-opn/-/better-opn-3.0.2.tgz#f96f35deaaf8f34144a4102651babcf00d1d8817"
+  integrity sha512-aVNobHnJqLiUelTaHat9DZ1qM2w0C0Eym4LPI/3JxOnSokGVdsl1T1kN7TFvsEAD8G47A6VKQ0TVHqbBnYMJlQ==
+  dependencies:
+    open "^8.0.4"
+
 binary-extensions@^2.0.0:
   version "2.2.0"
   resolved "https://registry.yarnpkg.com/binary-extensions/-/binary-extensions-2.2.0.tgz#75f502eeaf9ffde42fc98829645be4ea76bd9e2d"
@@ -4524,6 +5383,11 @@ braces@~3.0.2:
   dependencies:
     fill-range "^7.0.1"
 
+browser-assert@^1.2.1:
+  version "1.2.1"
+  resolved "https://registry.yarnpkg.com/browser-assert/-/browser-assert-1.2.1.tgz#9aaa5a2a8c74685c2ae05bfe46efd606f068c200"
+  integrity sha512-nfulgvOR6S4gt9UKCeGJOuSGBPGiFT6oQ/2UBnvTY/5aQ1PnksW72fhZkM30DzoRRv2WpwZf1vHHEr3mtuXIWQ==
+
 browserslist@^4.21.3:
   version "4.21.9"
   resolved "https://registry.yarnpkg.com/browserslist/-/browserslist-4.21.9.tgz#e11bdd3c313d7e2a9e87e8b4b0c7872b13897635"
@@ -4544,6 +5408,16 @@ browserslist@^4.21.9:
     node-releases "^2.0.13"
     update-browserslist-db "^1.0.13"
 
+browserslist@^4.24.0:
+  version "4.24.2"
+  resolved "https://registry.yarnpkg.com/browserslist/-/browserslist-4.24.2.tgz#f5845bc91069dbd55ee89faf9822e1d885d16580"
+  integrity sha512-ZIc+Q62revdMcqC6aChtW4jz3My3klmCO1fEmINZY/8J3EpBg5/A/D0AKmBveUh6pgoeycoMkVMko84tuYS+Gg==
+  dependencies:
+    caniuse-lite "^1.0.30001669"
+    electron-to-chromium "^1.5.41"
+    node-releases "^2.0.18"
+    update-browserslist-db "^1.1.1"
+
 bser@2.1.1:
   version "2.1.1"
   resolved "https://registry.yarnpkg.com/bser/-/bser-2.1.1.tgz#e6787da20ece9d07998533cfd9de6f5c38f4bc05"
@@ -4576,6 +5450,14 @@ cac@^6.7.14:
   resolved "https://registry.yarnpkg.com/cac/-/cac-6.7.14.tgz#804e1e6f506ee363cb0e3ccbb09cad5dd9870959"
   integrity sha512-b6Ilus+c3RrdDk+JhLKUAQfzzgLEPy6wcXqS7f/xe1EETvsDP6GORG7SFuOs6cID5YkqchW/LXZbX5bc8j7ZcQ==
 
+call-bind-apply-helpers@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.0.tgz#33127b42608972f76812a501d69db5d8ce404979"
+  integrity sha512-CCKAP2tkPau7D3GE8+V8R6sQubA9R5foIzGp+85EXCVSCivuxBNAWqcpn72PKYiIcqoViv/kcUDpaEIMBVi1lQ==
+  dependencies:
+    es-errors "^1.3.0"
+    function-bind "^1.1.2"
+
 call-bind@^1.0.0, call-bind@^1.0.2:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/call-bind/-/call-bind-1.0.2.tgz#b1d4e89e688119c3c9a903ad30abb2f6a919be3c"
@@ -4593,6 +5475,16 @@ call-bind@^1.0.4:
     get-intrinsic "^1.2.1"
     set-function-length "^1.1.1"
 
+call-bind@^1.0.7:
+  version "1.0.8"
+  resolved "https://registry.yarnpkg.com/call-bind/-/call-bind-1.0.8.tgz#0736a9660f537e3388826f440d5ec45f744eaa4c"
+  integrity sha512-oKlSFMcMwpUg2ednkhQ454wfWiU/ul3CkJe/PEHcTKuiX6RpbehUiFMXu13HalGZxfUwCQzZG747YXBn1im9ww==
+  dependencies:
+    call-bind-apply-helpers "^1.0.0"
+    es-define-property "^1.0.0"
+    get-intrinsic "^1.2.4"
+    set-function-length "^1.2.2"
+
 callsites@^3.0.0:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/callsites/-/callsites-3.1.0.tgz#b3630abd8943432f54b3f0519238e33cd7df2f73"
@@ -4631,6 +5523,11 @@ caniuse-lite@^1.0.30001541:
   resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001559.tgz#95a982440d3d314c471db68d02664fb7536c5a30"
   integrity sha512-cPiMKZgqgkg5LY3/ntGeLFUpi6tzddBNS58A4tnTgQw1zON7u2sZMU7SzOeVH4tj20++9ggL+V6FDOFMTaFFYA==
 
+caniuse-lite@^1.0.30001669:
+  version "1.0.30001687"
+  resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001687.tgz#d0ac634d043648498eedf7a3932836beba90ebae"
+  integrity sha512-0S/FDhf4ZiqrTUiQ39dKeUjYRjkv7lOZU1Dgif2rIqrTzX/1wV2hfKu9TOm1IHkdSijfLswxTFzl/cvir+SLSQ==
+
 capital-case@^1.0.4:
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/capital-case/-/capital-case-1.0.4.tgz#9d130292353c9249f6b00fa5852bee38a717e669"
@@ -4663,6 +5560,17 @@ chai@^4.3.10:
     pathval "^1.1.1"
     type-detect "^4.0.8"
 
+chai@^5.1.1:
+  version "5.1.2"
+  resolved "https://registry.yarnpkg.com/chai/-/chai-5.1.2.tgz#3afbc340b994ae3610ca519a6c70ace77ad4378d"
+  integrity sha512-aGtmf24DW6MLHHG5gCx4zaI3uBq3KRtxeVs0DjFH6Z0rDNbsvTxFASFvdj79pxjxZ8/5u3PIiN3IwEIQkiiuPw==
+  dependencies:
+    assertion-error "^2.0.1"
+    check-error "^2.1.1"
+    deep-eql "^5.0.1"
+    loupe "^3.1.0"
+    pathval "^2.0.0"
+
 chalk@^2.0.0, chalk@^2.4.2:
   version "2.4.2"
   resolved "https://registry.yarnpkg.com/chalk/-/chalk-2.4.2.tgz#cd42541677a54333cf541a49108c1432b44c9424"
@@ -4770,6 +5678,11 @@ check-error@^1.0.3:
   dependencies:
     get-func-name "^2.0.2"
 
+check-error@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/check-error/-/check-error-2.1.1.tgz#87eb876ae71ee388fa0471fe423f494be1d96ccc"
+  integrity sha512-OAlb+T7V4Op9OwdkjmguYRqncdlx5JiofwOAUkmTF+jNdHwzTaTs4sRAGpzLF3oOz5xAyDGrPgeIDFQmDOTiJw==
+
 chokidar@^3.5.3:
   version "3.5.3"
   resolved "https://registry.yarnpkg.com/chokidar/-/chokidar-3.5.3.tgz#1cf37c8707b932bd1af1ae22c0432e2acd1903bd"
@@ -4862,6 +5775,11 @@ clsx@^1.2.1:
   resolved "https://registry.yarnpkg.com/clsx/-/clsx-1.2.1.tgz#0ddc4a20a549b59c93a4116bb26f5294ca17dc12"
   integrity sha512-EcR6r5a8bj6pu3ycsa/E/cKVGuTgZJZdsyUYHOksG/UHIiKfjxzRxYJpyVBwYaQeOvghal9fcc4PidlgzugAQg==
 
+clsx@^2.1.0, clsx@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.yarnpkg.com/clsx/-/clsx-2.1.1.tgz#eed397c9fd8bd882bfb18deab7102049a2f32999"
+  integrity sha512-eYm0QWBtUrBWZWG0d386OGAw16Z995PiOVo2B7bjWSbHedGl5e0ZWaq65kOGgUSNesEIDkB9ISbTg/JK9dhCZA==
+
 codemirror@^5.62.0:
   version "5.65.10"
   resolved "https://registry.yarnpkg.com/codemirror/-/codemirror-5.65.10.tgz#4276a93b8534ce91f14b733ba9a1ac949666eac9"
@@ -5097,6 +6015,11 @@ csstype@^3.0.2, csstype@^3.0.6, csstype@^3.0.7, csstype@^3.1.0, csstype@^3.1.1:
   resolved "https://registry.yarnpkg.com/csstype/-/csstype-3.1.1.tgz#841b532c45c758ee546a11d5bd7b7b473c8c30b9"
   integrity sha512-DJR/VvkAvSZW9bTouZue2sSxDwdTN92uHjqeKVm+0dAqdfNykRzQ95tay8aXMBAAPpUiq4Qcug2L7neoRh2Egw==
 
+csstype@^3.1.3:
+  version "3.1.3"
+  resolved "https://registry.yarnpkg.com/csstype/-/csstype-3.1.3.tgz#d80ff294d114fb0e6ac500fbf85b60137d7eff81"
+  integrity sha512-M1uQkMl8rQK/szD0LNhtqxIPLpimGm8sOBwU7lLnCpSbTyY3yeU1Vc7l4KT5zT4s/yOxHH5O7tIuuLOCnLADRw==
+
 "d3-array@2 - 3", "d3-array@2.10.0 - 3":
   version "3.2.4"
   resolved "https://registry.yarnpkg.com/d3-array/-/d3-array-3.2.4.tgz#15fec33b237f97ac5d7c986dc77da273a8ed0bb5"
@@ -5267,6 +6190,11 @@ deep-eql@^4.1.3:
   dependencies:
     type-detect "^4.0.0"
 
+deep-eql@^5.0.1:
+  version "5.0.2"
+  resolved "https://registry.yarnpkg.com/deep-eql/-/deep-eql-5.0.2.tgz#4b756d8d770a9257300825d52a2c2cff99c3a341"
+  integrity sha512-h5k/5U50IJJFpzfL6nO9jaaumfjO/f2NjK/oYB2Djzm4p9L+3T9qWpZqZ2hAbLPuuYq9wrU08WQyBTL5GbPk5Q==
+
 deep-equal@^2.0.5:
   version "2.2.2"
   resolved "https://registry.yarnpkg.com/deep-equal/-/deep-equal-2.2.2.tgz#9b2635da569a13ba8e1cc159c2f744071b115daa"
@@ -5317,6 +6245,20 @@ define-data-property@^1.0.1, define-data-property@^1.1.1:
     gopd "^1.0.1"
     has-property-descriptors "^1.0.0"
 
+define-data-property@^1.1.4:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/define-data-property/-/define-data-property-1.1.4.tgz#894dc141bb7d3060ae4366f6a0107e68fbe48c5e"
+  integrity sha512-rBMvIzlpA8v6E+SJZoo++HAYqsLrkg7MSfIinMPFhmkorw7X+dOXVJQs+QT69zGkzMyfDnIMN2Wid1+NbL3T+A==
+  dependencies:
+    es-define-property "^1.0.0"
+    es-errors "^1.3.0"
+    gopd "^1.0.1"
+
+define-lazy-prop@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/define-lazy-prop/-/define-lazy-prop-2.0.0.tgz#3f7ae421129bcaaac9bc74905c98a0009ec9ee7f"
+  integrity sha512-Ds09qNh8yw3khSjiJjiUInaGX9xlqZDY7JVryGxdxV7NPeuqQfplOpQ66yJFZut3jLa5zOwkXw1g9EI2uKh4Og==
+
 define-properties@^1.1.3, define-properties@^1.1.4:
   version "1.1.4"
   resolved "https://registry.yarnpkg.com/define-properties/-/define-properties-1.1.4.tgz#0b14d7bd7fbeb2f3572c3a7eda80ea5d57fb05b1"
@@ -5344,7 +6286,7 @@ dependency-graph@^0.11.0:
   resolved "https://registry.yarnpkg.com/dependency-graph/-/dependency-graph-0.11.0.tgz#ac0ce7ed68a54da22165a85e97a01d53f5eb2e27"
   integrity sha512-JeMq7fEshyepOWDfcfHK06N3MhyPhz++vtqWhMT5O9A3K42rdsEDpfdVqjaqaAhsw6a+ZqeDvQVtD0hFHQWrzg==
 
-dequal@^2.0.3:
+dequal@^2.0.2, dequal@^2.0.3:
   version "2.0.3"
   resolved "https://registry.yarnpkg.com/dequal/-/dequal-2.0.3.tgz#2644214f1997d39ed0ee0ece72335490a7ac67be"
   integrity sha512-0je+qPKHEMohvfRTCEo3CrPG6cAzAYgmzKyxRiYSSDkS6eGJdyVJm7WaYA5ECaAD9wLB2T4EEeymA5aFVcYXCA==
@@ -5405,6 +6347,11 @@ dom-accessibility-api@^0.5.6, dom-accessibility-api@^0.5.9:
   resolved "https://registry.yarnpkg.com/dom-accessibility-api/-/dom-accessibility-api-0.5.16.tgz#5a7429e6066eb3664d911e33fb0e45de8eb08453"
   integrity sha512-X7BJ2yElsnOJ30pZF4uIIDfBEVgF4XEBxL9Bxhy6dnrm5hkzqmsWHGTiHqRiITNhMyFLyAiWndIJP7Z1NTteDg==
 
+dom-accessibility-api@^0.6.3:
+  version "0.6.3"
+  resolved "https://registry.yarnpkg.com/dom-accessibility-api/-/dom-accessibility-api-0.6.3.tgz#993e925cc1d73f2c662e7d75dd5a5445259a8fd8"
+  integrity sha512-7ZgogeTnjuHbo+ct10G9Ffp0mif17idi0IyWNVA/wcwcm7NPOD/WEHVP3n7n3MhXqxoIYm8d6MuZohYWIZ4T3w==
+
 dom-align@^1.7.0:
   version "1.12.2"
   resolved "https://registry.yarnpkg.com/dom-align/-/dom-align-1.12.2.tgz#0f8164ebd0c9c21b0c790310493cd855892acd4b"
@@ -5485,6 +6432,11 @@ electron-to-chromium@^1.4.535:
   resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.4.576.tgz#0c6940fdc0d60f7e34bd742b29d8fa847c9294d1"
   integrity sha512-yXsZyXJfAqzWk1WKryr0Wl0MN2D47xodPvEEwlVePBnhU5E7raevLQR+E6b9JAD3GfL/7MbAL9ZtWQQPcLx7wA==
 
+electron-to-chromium@^1.5.41:
+  version "1.5.71"
+  resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.5.71.tgz#d8b5dba1e55b320f2f4e9b1ca80738f53fcfec2b"
+  integrity sha512-dB68l59BI75W1BUGVTAEJy45CEVuEGy9qPVVQ8pnHyHMn36PLPPoE1mjLH+lo9rKulO3HC2OhbACI/8tCqJBcA==
+
 emoji-regex@^8.0.0:
   version "8.0.0"
   resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-8.0.0.tgz#e818fd69ce5ccfcb404594f842963bf53164cc37"
@@ -5576,6 +6528,16 @@ es-abstract@^1.19.0, es-abstract@^1.20.4:
     string.prototype.trimstart "^1.0.5"
     unbox-primitive "^1.0.2"
 
+es-define-property@^1.0.0:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/es-define-property/-/es-define-property-1.0.1.tgz#983eb2f9a6724e9303f61addf011c72e09e0b0fa"
+  integrity sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==
+
+es-errors@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/es-errors/-/es-errors-1.3.0.tgz#05f75a25dab98e4fb1dcd5e1472c0546d5057c8f"
+  integrity sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==
+
 es-get-iterator@^1.1.3:
   version "1.1.3"
   resolved "https://registry.yarnpkg.com/es-get-iterator/-/es-get-iterator-1.1.3.tgz#3ef87523c5d464d41084b2c3c9c214f1199763d6"
@@ -5607,6 +6569,43 @@ es-to-primitive@^1.2.1:
     is-date-object "^1.0.1"
     is-symbol "^1.0.2"
 
+esbuild-register@^3.5.0:
+  version "3.6.0"
+  resolved "https://registry.yarnpkg.com/esbuild-register/-/esbuild-register-3.6.0.tgz#cf270cfa677baebbc0010ac024b823cbf723a36d"
+  integrity sha512-H2/S7Pm8a9CL1uhp9OvjwrBh5Pvx0H8qVOxNu8Wed9Y7qv56MPtq+GGM8RJpq6glYJn9Wspr8uw7l55uyinNeg==
+  dependencies:
+    debug "^4.3.4"
+
+"esbuild@^0.18.0 || ^0.19.0 || ^0.20.0 || ^0.21.0 || ^0.22.0 || ^0.23.0 || ^0.24.0":
+  version "0.24.0"
+  resolved "https://registry.yarnpkg.com/esbuild/-/esbuild-0.24.0.tgz#f2d470596885fcb2e91c21eb3da3b3c89c0b55e7"
+  integrity sha512-FuLPevChGDshgSicjisSooU0cemp/sGXR841D5LHMB7mTVOmsEHcAxaH3irL53+8YDIeVNQEySh4DaYU/iuPqQ==
+  optionalDependencies:
+    "@esbuild/aix-ppc64" "0.24.0"
+    "@esbuild/android-arm" "0.24.0"
+    "@esbuild/android-arm64" "0.24.0"
+    "@esbuild/android-x64" "0.24.0"
+    "@esbuild/darwin-arm64" "0.24.0"
+    "@esbuild/darwin-x64" "0.24.0"
+    "@esbuild/freebsd-arm64" "0.24.0"
+    "@esbuild/freebsd-x64" "0.24.0"
+    "@esbuild/linux-arm" "0.24.0"
+    "@esbuild/linux-arm64" "0.24.0"
+    "@esbuild/linux-ia32" "0.24.0"
+    "@esbuild/linux-loong64" "0.24.0"
+    "@esbuild/linux-mips64el" "0.24.0"
+    "@esbuild/linux-ppc64" "0.24.0"
+    "@esbuild/linux-riscv64" "0.24.0"
+    "@esbuild/linux-s390x" "0.24.0"
+    "@esbuild/linux-x64" "0.24.0"
+    "@esbuild/netbsd-x64" "0.24.0"
+    "@esbuild/openbsd-arm64" "0.24.0"
+    "@esbuild/openbsd-x64" "0.24.0"
+    "@esbuild/sunos-x64" "0.24.0"
+    "@esbuild/win32-arm64" "0.24.0"
+    "@esbuild/win32-ia32" "0.24.0"
+    "@esbuild/win32-x64" "0.24.0"
+
 esbuild@^0.18.10:
   version "0.18.20"
   resolved "https://registry.yarnpkg.com/esbuild/-/esbuild-0.18.20.tgz#4709f5a34801b43b799ab7d6d82f7284a9b7a7a6"
@@ -5640,6 +6639,11 @@ escalade@^3.1.1:
   resolved "https://registry.yarnpkg.com/escalade/-/escalade-3.1.1.tgz#d8cfdc7000965c5a0174b4a82eaa5c0552742e40"
   integrity sha512-k0er2gUkLf8O0zKJiAhmkTnJlTvINGv7ygDNPbeIsX/TJjGJZHuh9B2UxbsaEkmlEo9MfhrSzmhIlhRlI2GXnw==
 
+escalade@^3.2.0:
+  version "3.2.0"
+  resolved "https://registry.yarnpkg.com/escalade/-/escalade-3.2.0.tgz#011a3f69856ba189dffa7dc8fcce99d2a87903e5"
+  integrity sha512-WUj2qlxaQtO4g6Pq5c29GTcWGDyd8itL8zTlipgECz3JesAiiOKotd8JU6otB3PACgG6xkJUyVhboMS+bje/jA==
+
 escape-html@^1.0.3:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/escape-html/-/escape-html-1.0.3.tgz#0258eae4d3d0c0974de1c169188ef0051d1d1988"
@@ -5858,6 +6862,11 @@ espree@^9.5.2:
     acorn-jsx "^5.3.2"
     eslint-visitor-keys "^3.4.1"
 
+esprima@~4.0.0:
+  version "4.0.1"
+  resolved "https://registry.yarnpkg.com/esprima/-/esprima-4.0.1.tgz#13b04cdb3e6c5d19df91ab6987a8695619b0aa71"
+  integrity sha512-eGuFFw7Upda+g4p+QHvnW0RyTX/SVeJBDM/gCtMARO0cLuT2HcEKnTPvhjV6aGeqrCB/sbNop0Kszm0jsaWU4A==
+
 esquery@^1.4.2:
   version "1.5.0"
   resolved "https://registry.yarnpkg.com/esquery/-/esquery-1.5.0.tgz#6ce17738de8577694edd7361c57182ac8cb0db0b"
@@ -5887,6 +6896,13 @@ estree-walker@^2.0.2:
   resolved "https://registry.yarnpkg.com/estree-walker/-/estree-walker-2.0.2.tgz#52f010178c2a4c117a7757cfe942adb7d2da4cac"
   integrity sha512-Rfkk/Mp/DL7JVje3u18FxFujQlTNR2q6QfMSMB7AvCBx91NGj/ba3kCfza0f6dVDbw7YlRf/nDrn7pQrCCyQ/w==
 
+estree-walker@^3.0.3:
+  version "3.0.3"
+  resolved "https://registry.yarnpkg.com/estree-walker/-/estree-walker-3.0.3.tgz#67c3e549ec402a487b4fc193d1953a524752340d"
+  integrity sha512-7RUKfXgSMMkzt6ZuXmqapOurLGPPfgj6l9uRZ7lRGolvk0y2yocc35LdcxKC5PQZdn2DMqioAQ2NoWcrTKmm6g==
+  dependencies:
+    "@types/estree" "^1.0.0"
+
 esutils@^2.0.2:
   version "2.0.3"
   resolved "https://registry.yarnpkg.com/esutils/-/esutils-2.0.3.tgz#74d2eb4de0b8da1293711910d50775b9b710ef64"
@@ -6221,6 +7237,17 @@ get-intrinsic@^1.2.0, get-intrinsic@^1.2.1, get-intrinsic@^1.2.2:
     has-symbols "^1.0.3"
     hasown "^2.0.0"
 
+get-intrinsic@^1.2.4:
+  version "1.2.4"
+  resolved "https://registry.yarnpkg.com/get-intrinsic/-/get-intrinsic-1.2.4.tgz#e385f5a4b5227d449c3eabbad05494ef0abbeadd"
+  integrity sha512-5uYhsJH8VJBTv7oslg4BznJYhDoRI6waYCxMmCdnTrcCrHA/fCFKoTFz2JKKE0HdDFUF7/oQuhzumXJK7paBRQ==
+  dependencies:
+    es-errors "^1.3.0"
+    function-bind "^1.1.2"
+    has-proto "^1.0.1"
+    has-symbols "^1.0.3"
+    hasown "^2.0.0"
+
 get-symbol-description@^1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/get-symbol-description/-/get-symbol-description-1.0.0.tgz#7fdb81c900101fbd564dd5f1a30af5aadc1e58d6"
@@ -6387,6 +7414,13 @@ has-property-descriptors@^1.0.0:
   dependencies:
     get-intrinsic "^1.1.1"
 
+has-property-descriptors@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/has-property-descriptors/-/has-property-descriptors-1.0.2.tgz#963ed7d071dc7bf5f084c5bfbe0d1b6222586854"
+  integrity sha512-55JNKuIW+vq4Ke1BjOTjM2YctQIvCT7GFzHwmfZPGo5wnrgkid0YQtnAleFSqumZm4az3n2BS+erby5ipJdgrg==
+  dependencies:
+    es-define-property "^1.0.0"
+
 has-proto@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/has-proto/-/has-proto-1.0.1.tgz#1885c1305538958aff469fef37937c22795408e0"
@@ -6404,6 +7438,13 @@ has-tostringtag@^1.0.0:
   dependencies:
     has-symbols "^1.0.2"
 
+has-tostringtag@^1.0.2:
+  version "1.0.2"
+  resolved "https://registry.yarnpkg.com/has-tostringtag/-/has-tostringtag-1.0.2.tgz#2cdc42d40bef2e5b4eeab7c01a73c54ce7ab5abc"
+  integrity sha512-NqADB8VjPFLM2V0VvHUewwwsw0ZWBaIdgo+ieHtK3hasLz4qeCRjYcqfB6AQrBggRKppKF8L52/VqdVsO47Dlw==
+  dependencies:
+    has-symbols "^1.0.3"
+
 has@^1.0.3:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/has/-/has-1.0.3.tgz#722d7cbfc1f6aa8241f16dd814e011e1f41e8796"
@@ -6418,6 +7459,13 @@ hasown@^2.0.0:
   dependencies:
     function-bind "^1.1.2"
 
+hasown@^2.0.2:
+  version "2.0.2"
+  resolved "https://registry.yarnpkg.com/hasown/-/hasown-2.0.2.tgz#003eaf91be7adc372e84ec59dc37252cedb80003"
+  integrity sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ==
+  dependencies:
+    function-bind "^1.1.2"
+
 hast-to-hyperscript@^9.0.0:
   version "9.0.1"
   resolved "https://registry.yarnpkg.com/hast-to-hyperscript/-/hast-to-hyperscript-9.0.1.tgz#9b67fd188e4c81e8ad66f803855334173920218d"
@@ -6769,7 +7817,7 @@ is-alphanumerical@^1.0.0:
     is-alphabetical "^1.0.0"
     is-decimal "^1.0.0"
 
-is-arguments@^1.1.1:
+is-arguments@^1.0.4, is-arguments@^1.1.1:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/is-arguments/-/is-arguments-1.1.1.tgz#15b3f88fda01f2a97fec84ca761a560f123efa9b"
   integrity sha512-8Q7EARjzEnKpt/PCD7e1cgUS0a6X8u5tdSiMqXhojOdoV9TsMsiO+9VLC5vAmO8N7/GmXn7yjR8qnA6bVAEzfA==
@@ -6827,6 +7875,13 @@ is-core-module@^2.11.0, is-core-module@^2.9.0:
   dependencies:
     has "^1.0.3"
 
+is-core-module@^2.13.0:
+  version "2.15.1"
+  resolved "https://registry.yarnpkg.com/is-core-module/-/is-core-module-2.15.1.tgz#a7363a25bee942fefab0de13bf6aa372c82dcc37"
+  integrity sha512-z0vtXSwucUJtANQWldhbtbt7BnL0vxiFjIdDLAatwhDYty2bad6s+rijD6Ri4YuYJubLzIJLUidCh09e1djEVQ==
+  dependencies:
+    hasown "^2.0.2"
+
 is-date-object@^1.0.1:
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/is-date-object/-/is-date-object-1.0.4.tgz#550cfcc03afada05eea3dd30981c7b09551f73e5"
@@ -6844,7 +7899,7 @@ is-decimal@^1.0.0:
   resolved "https://registry.yarnpkg.com/is-decimal/-/is-decimal-1.0.4.tgz#65a3a5958a1c5b63a706e1b333d7cd9f630d3fa5"
   integrity sha512-RGdriMmQQvZ2aqaQq3awNA6dCGtKpiDFcOzrTWrDAT2MiWrKQVPmxLGHl7Y2nNu6led0kEyoX0enY0qXYsv9zw==
 
-is-docker@^2.0.0:
+is-docker@^2.0.0, is-docker@^2.1.1:
   version "2.2.1"
   resolved "https://registry.yarnpkg.com/is-docker/-/is-docker-2.2.1.tgz#33eeabe23cfe86f14bde4408a02c0cfb853acdaa"
   integrity sha512-F+i2BKsFrH66iaUFc0woD8sLy8getkwTwtOBjvs56Cx4CgJDeKQeqfz8wAYiSb8JOprWhHH5p77PbmYCvvUuXQ==
@@ -6878,6 +7933,13 @@ is-fullwidth-code-point@^3.0.0:
   resolved "https://registry.yarnpkg.com/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz#f116f8064fe90b3f7844a38997c0b75051269f1d"
   integrity sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==
 
+is-generator-function@^1.0.7:
+  version "1.0.10"
+  resolved "https://registry.yarnpkg.com/is-generator-function/-/is-generator-function-1.0.10.tgz#f1558baf1ac17e0deea7c0415c438351ff2b3c72"
+  integrity sha512-jsEjy9l3yiXEQ+PsXdmBwEPcOxaXWLspKdplFUVI9vq1iZgIekeC0L167qeu86czQaxed3q/Uzuw0swL0irL8A==
+  dependencies:
+    has-tostringtag "^1.0.0"
+
 is-glob@4.0.3, is-glob@^4.0.0, is-glob@^4.0.1, is-glob@^4.0.3, is-glob@~4.0.1:
   version "4.0.3"
   resolved "https://registry.yarnpkg.com/is-glob/-/is-glob-4.0.3.tgz#64f61e42cbbb2eec2071a9dac0b28ba1e65d5084"
@@ -6999,6 +8061,13 @@ is-typed-array@^1.1.10:
   dependencies:
     which-typed-array "^1.1.11"
 
+is-typed-array@^1.1.3:
+  version "1.1.13"
+  resolved "https://registry.yarnpkg.com/is-typed-array/-/is-typed-array-1.1.13.tgz#d6c5ca56df62334959322d7d7dd1cca50debe229"
+  integrity sha512-uZ25/bUAlUY5fR4OKT4rZQEBrzQWYV9ZJYGGsUmEJ6thodVJ1HX64ePQ6Z0qPWP+m+Uq6e9UugrE38jeYsDSMw==
+  dependencies:
+    which-typed-array "^1.1.14"
+
 is-unc-path@^1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/is-unc-path/-/is-unc-path-1.0.0.tgz#d731e8898ed090a12c352ad2eaed5095ad322c9d"
@@ -7048,7 +8117,7 @@ is-windows@^1.0.1:
   resolved "https://registry.yarnpkg.com/is-windows/-/is-windows-1.0.2.tgz#d1850eb9791ecd18e6182ce12a30f396634bb19d"
   integrity sha512-eXK1UInq2bPmjyX6e3VHIzMLobc4J94i4AWn+Hpq3OU5KkrRC96OAcR3PRJ/pGu6m8TRnBHP9dkXQVsT/COVIA==
 
-is-wsl@^2.1.1:
+is-wsl@^2.1.1, is-wsl@^2.2.0:
   version "2.2.0"
   resolved "https://registry.yarnpkg.com/is-wsl/-/is-wsl-2.2.0.tgz#74a4c76e77ca9fd3f932f290c17ea326cd157271"
   integrity sha512-fKzAra0rGJUUBwGBgNkHZuToZcn+TtXHpeCgmkMJMMYx1sQDYaCSyjJBSCa2nH1DGm7s3n1oBnohoVTBaN7Lww==
@@ -7127,6 +8196,11 @@ js-yaml@^4.0.0, js-yaml@^4.1.0:
   dependencies:
     argparse "^2.0.1"
 
+jsdoc-type-pratt-parser@^4.0.0:
+  version "4.1.0"
+  resolved "https://registry.yarnpkg.com/jsdoc-type-pratt-parser/-/jsdoc-type-pratt-parser-4.1.0.tgz#ff6b4a3f339c34a6c188cbf50a16087858d22113"
+  integrity sha512-Hicd6JK5Njt2QB6XYFS7ok9e37O8AYk3jTcppG4YVQnYjOemymvTcmc7OWsmq/Qqj5TdRFO5/x/tIPmBeRtGHg==
+
 jsdom@^22.1.0:
   version "22.1.0"
   resolved "https://registry.yarnpkg.com/jsdom/-/jsdom-22.1.0.tgz#0fca6d1a37fbeb7f4aac93d1090d782c56b611c8"
@@ -7161,6 +8235,11 @@ jsesc@^2.5.1:
   resolved "https://registry.yarnpkg.com/jsesc/-/jsesc-2.5.2.tgz#80564d2e483dacf6e8ef209650a67df3f0c283a4"
   integrity sha512-OYu7XEzjkCQ3C5Ps3QIZsQfNpqoJyZZA99wd9aWd05NCtC5pWOkShK2mkL6HXQR6/Cy2lbNdPlZBpuQHXE63gA==
 
+jsesc@^3.0.2:
+  version "3.0.2"
+  resolved "https://registry.yarnpkg.com/jsesc/-/jsesc-3.0.2.tgz#bb8b09a6597ba426425f2e4a07245c3d00b9343e"
+  integrity sha512-xKqzzWXDttJuOcawBt4KnKHHIf5oQ/Cxax+0PWFG+DFDgHNAdi+TXECADI+RYiFUMmx8792xsMbbgXj4CwnP4g==
+
 json-parse-even-better-errors@^2.3.0:
   version "2.3.1"
   resolved "https://registry.yarnpkg.com/json-parse-even-better-errors/-/json-parse-even-better-errors-2.3.1.tgz#7c47805a94319928e05777405dc12e1f7a4ee02d"
@@ -7388,6 +8467,11 @@ loupe@^2.3.6:
   dependencies:
     get-func-name "^2.0.1"
 
+loupe@^3.1.0, loupe@^3.1.1, loupe@^3.1.2:
+  version "3.1.2"
+  resolved "https://registry.yarnpkg.com/loupe/-/loupe-3.1.2.tgz#c86e0696804a02218f2206124c45d8b15291a240"
+  integrity sha512-23I4pFZHmAemUnz8WZXbYRSKYj801VDaNv9ETuMh7IrMc7VuVVSo+Z9iLE3ni30+U48iDWfi30d3twAXBYmnCg==
+
 lower-case-first@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/lower-case-first/-/lower-case-first-2.0.2.tgz#64c2324a2250bf7c37c5901e76a5b5309301160b"
@@ -7429,6 +8513,20 @@ lz-string@^1.5.0:
   resolved "https://registry.yarnpkg.com/lz-string/-/lz-string-1.5.0.tgz#c1ab50f77887b712621201ba9fd4e3a6ed099941"
   integrity sha512-h5bgJWpxJNswbU7qCrV0tIKQCaS3blPDrqKWx+QxzuzL1zGUzij9XCWLrSLsJPu5t+eWA/ycetzYAO5IOMcWAQ==
 
+magic-string@^0.27.0:
+  version "0.27.0"
+  resolved "https://registry.yarnpkg.com/magic-string/-/magic-string-0.27.0.tgz#e4a3413b4bab6d98d2becffd48b4a257effdbbf3"
+  integrity sha512-8UnnX2PeRAPZuN12svgR9j7M1uWMovg/CEnIwIG0LFkXSJJe4PdfUGiTGl8V9bsBHFUtfVINcSyYxd7q+kx9fA==
+  dependencies:
+    "@jridgewell/sourcemap-codec" "^1.4.13"
+
+magic-string@^0.30.0:
+  version "0.30.14"
+  resolved "https://registry.yarnpkg.com/magic-string/-/magic-string-0.30.14.tgz#e9bb29870b81cfc1ec3cc656552f5a7fcbf19077"
+  integrity sha512-5c99P1WKTed11ZC0HMJOj6CDIue6F8ySu+bJL+85q1zBEIY8IklrJ1eiKC2NDRh3Ct3FcvmJPyQHb9erXMTJNw==
+  dependencies:
+    "@jridgewell/sourcemap-codec" "^1.5.0"
+
 magic-string@^0.30.1:
   version "0.30.5"
   resolved "https://registry.yarnpkg.com/magic-string/-/magic-string-0.30.5.tgz#1994d980bd1c8835dc6e78db7cbd4ae4f24746f9"
@@ -7459,6 +8557,11 @@ map-cache@^0.2.0:
   resolved "https://registry.yarnpkg.com/map-cache/-/map-cache-0.2.2.tgz#c32abd0bd6525d9b051645bb4f26ac5dc98a0dbf"
   integrity sha1-wyq9C9ZSXZsFFkW7TyasXcmKDb8=
 
+map-or-similar@^1.5.0:
+  version "1.5.0"
+  resolved "https://registry.yarnpkg.com/map-or-similar/-/map-or-similar-1.5.0.tgz#6de2653174adfb5d9edc33c69d3e92a1b76faf08"
+  integrity sha512-0aF7ZmVon1igznGI4VS30yugpduQW3y3GkcgGJOp7d8x8QrizhigUxjI/m2UojsXXto+jLAH3KSz+xOJTiORjg==
+
 markdown-table@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/markdown-table/-/markdown-table-2.0.0.tgz#194a90ced26d31fe753d8b9434430214c011865b"
@@ -7599,6 +8702,13 @@ mdurl@^1.0.0:
   resolved "https://registry.yarnpkg.com/mdurl/-/mdurl-1.0.1.tgz#fe85b2ec75a59037f2adfec100fd6c601761152e"
   integrity sha1-/oWy7HWlkDfyrf7BAP1sYBdhFS4=
 
+memoizerific@^1.11.3:
+  version "1.11.3"
+  resolved "https://registry.yarnpkg.com/memoizerific/-/memoizerific-1.11.3.tgz#7c87a4646444c32d75438570905f2dbd1b1a805a"
+  integrity sha512-/EuHYwAPdLtXwAwSZkh/Gutery6pD2KYd44oQLhAvQp/50mpyduZh8Q7PYHXTCJ+wuXxt7oij2LXyIJOOYFPog==
+  dependencies:
+    map-or-similar "^1.5.0"
+
 merge2@^1.3.0, merge2@^1.4.1:
   version "1.4.1"
   resolved "https://registry.yarnpkg.com/merge2/-/merge2-1.4.1.tgz#4368892f885e907455a6fd7dc55c0c9d404990ae"
@@ -7704,7 +8814,7 @@ min-document@^2.19.0:
   dependencies:
     dom-walk "^0.1.0"
 
-min-indent@^1.0.0:
+min-indent@^1.0.0, min-indent@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/min-indent/-/min-indent-1.0.1.tgz#a63f681673b30571fbe8bc25686ae746eefa9869"
   integrity sha512-I9jwMn07Sy/IwOj3zVkVik2JTvgpaykDZEigL6Rx6N9LbMywwUSMtxET+7lVoDLLd3O3IXwJwvuuns8UB/HeAg==
@@ -7863,6 +8973,11 @@ node-releases@^2.0.13:
   resolved "https://registry.yarnpkg.com/node-releases/-/node-releases-2.0.13.tgz#d5ed1627c23e3461e819b02e57b75e4899b1c81d"
   integrity sha512-uYr7J37ae/ORWdZeQ1xxMJe3NtdmqMC/JZK+geofDrkLUApKRHPd18/TxtBOJ4A0/+uUIliorNrfYV6s1b02eQ==
 
+node-releases@^2.0.18:
+  version "2.0.18"
+  resolved "https://registry.yarnpkg.com/node-releases/-/node-releases-2.0.18.tgz#f010e8d35e2fe8d6b2944f03f70213ecedc4ca3f"
+  integrity sha512-d9VeXT4SJ7ZeOqGX6R5EM022wpL+eWPooLI+5UpWn2jCT1aosUQEhQP214x33Wkwx3JQMvIm+tIoVOdodFS40g==
+
 normalize-path@^2.1.1:
   version "2.1.1"
   resolved "https://registry.yarnpkg.com/normalize-path/-/normalize-path-2.1.1.tgz#1ab28b556e198363a8c1a6f7e6fa20137fe6aed9"
@@ -8001,6 +9116,15 @@ open@^7.3.1:
     is-docker "^2.0.0"
     is-wsl "^2.1.1"
 
+open@^8.0.4:
+  version "8.4.2"
+  resolved "https://registry.yarnpkg.com/open/-/open-8.4.2.tgz#5b5ffe2a8f793dcd2aad73e550cb87b59cb084f9"
+  integrity sha512-7x81NCL719oNbsq/3mh+hVrAWmFuEYUqrq/Iw3kUzH8ReypT9QQ0BLoJS7/G9k6N81XjW4qHWtjWwe/9eLy1EQ==
+  dependencies:
+    define-lazy-prop "^2.0.0"
+    is-docker "^2.1.1"
+    is-wsl "^2.2.0"
+
 optimism@^0.16.0:
   version "0.16.1"
   resolved "https://registry.yarnpkg.com/optimism/-/optimism-0.16.1.tgz#7c8efc1f3179f18307b887e18c15c5b7133f6e7d"
@@ -8236,16 +9360,31 @@ pathval@^1.1.1:
   resolved "https://registry.yarnpkg.com/pathval/-/pathval-1.1.1.tgz#8534e77a77ce7ac5a2512ea21e0fdb8fcf6c3d8d"
   integrity sha512-Dp6zGqpTdETdR63lehJYPeIOqpiNBNtc7BpWSLrOje7UaIsE5aY92r/AunQA7rsXvet3lrJ3JnZX29UPTKXyKQ==
 
+pathval@^2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/pathval/-/pathval-2.0.0.tgz#7e2550b422601d4f6b8e26f1301bc8f15a741a25"
+  integrity sha512-vE7JKRyES09KiunauX7nd2Q9/L7lhok4smP9RZTDeD4MVs72Dp2qNFVz39Nz5a0FVEW0BJR6C0DYrq6unoziZA==
+
 picocolors@^1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/picocolors/-/picocolors-1.0.0.tgz#cb5bdc74ff3f51892236eaf79d68bc44564ab81c"
   integrity sha512-1fygroTLlHu66zi26VoTDv8yRgm0Fccecssto+MhsZ0D/DGW2sm8E8AjW7NU5VVTRt5GxbeZ5qBuJr+HyLYkjQ==
 
+picocolors@^1.1.0:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/picocolors/-/picocolors-1.1.1.tgz#3d321af3eab939b083c8f929a1d12cda81c26b6b"
+  integrity sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA==
+
 picomatch@^2.0.4, picomatch@^2.2.1, picomatch@^2.3.1:
   version "2.3.1"
   resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-2.3.1.tgz#3ba3833733646d9d3e4995946c1365a67fb07a42"
   integrity sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA==
 
+picomatch@^4.0.2:
+  version "4.0.2"
+  resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-4.0.2.tgz#77c742931e8f3b8820946c76cd0c1f13730d1dab"
+  integrity sha512-M7BAV6Rlcy5u+m6oPhAPFgJTzAioX/6B0DxyvDlo9l8+T3nLKbrczg2WLUyzd45L8RqfUMyGPzekbMvX2Ldkwg==
+
 pify@^4.0.1:
   version "4.0.1"
   resolved "https://registry.yarnpkg.com/pify/-/pify-4.0.1.tgz#4b2cd25c50d598735c50292224fd8c6df41e3231"
@@ -8260,6 +9399,18 @@ pkg-types@^1.0.3:
     mlly "^1.2.0"
     pathe "^1.1.0"
 
+polished@^4.2.2:
+  version "4.3.1"
+  resolved "https://registry.yarnpkg.com/polished/-/polished-4.3.1.tgz#5a00ae32715609f83d89f6f31d0f0261c6170548"
+  integrity sha512-OBatVyC/N7SCW/FaDHrSd+vn0o5cS855TOmYi4OkdWUMSJCET/xip//ch8xGUvtr3i44X9LVyWwQlRMTN3pwSA==
+  dependencies:
+    "@babel/runtime" "^7.17.8"
+
+possible-typed-array-names@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/possible-typed-array-names/-/possible-typed-array-names-1.0.0.tgz#89bb63c6fada2c3e90adc4a647beeeb39cc7bf8f"
+  integrity sha512-d7Uw+eZoloe0EHDIYoe+bQ5WXnGMOpmiZFTuMWCwpjzzkL2nTjcKiAk4hh8TjnGye2TwWOk3UXucZ+3rbmBa8Q==
+
 postcss-value-parser@^4.0.2:
   version "4.2.0"
   resolved "https://registry.yarnpkg.com/postcss-value-parser/-/postcss-value-parser-4.2.0.tgz#723c09920836ba6d3e5af019f92bc0971c02e514"
@@ -8315,6 +9466,11 @@ prismjs@^1.22.0, prismjs@^1.27.0, prismjs@~1.23.0:
   resolved "https://registry.yarnpkg.com/prismjs/-/prismjs-1.29.0.tgz#f113555a8fa9b57c35e637bba27509dcf802dd12"
   integrity sha512-Kx/1w86q/epKcmte75LNrEoT+lX8pBpavuAbvJWRXar7Hz8jrtF+e3vY751p0R8H9HdArwaCTNDDzHg/ScJK1Q==
 
+process@^0.11.10:
+  version "0.11.10"
+  resolved "https://registry.yarnpkg.com/process/-/process-0.11.10.tgz#7332300e840161bda3e69a1d1d91a7d4bc16f182"
+  integrity sha512-cdGef/drWFoydD1JsMzuFf8100nZl+GT+yacc2bEced5f9Rjk4z+WtFUTBu9PhOi9j/jfmBPu0mMEY4wIdAF8A==
+
 promise@^7.1.1:
   version "7.3.1"
   resolved "https://registry.yarnpkg.com/promise/-/promise-7.3.1.tgz#064b72602b18f90f29192b8b1bc418ffd1ebd3bf"
@@ -8331,7 +9487,7 @@ prop-types@15.7.2:
     object-assign "^4.1.1"
     react-is "^16.8.1"
 
-prop-types@^15.5.10, prop-types@^15.6.0, prop-types@^15.6.1, prop-types@^15.6.2, prop-types@^15.7.2, prop-types@^15.8.1:
+prop-types@^15.5.10, prop-types@^15.5.7, prop-types@^15.6.0, prop-types@^15.6.1, prop-types@^15.6.2, prop-types@^15.7.2, prop-types@^15.8.1:
   version "15.8.1"
   resolved "https://registry.yarnpkg.com/prop-types/-/prop-types-15.8.1.tgz#67d87bf1a694f48435cf332c24af10214a3140b5"
   integrity sha512-oj87CgZICdulUohogVAR7AjlC0327U4el4L6eAvOqCeudMDVU0NThNaV+b9Df4dXgSP1gXMTnPdhfe/2qDH5cg==
@@ -8968,6 +10124,42 @@ react-color@^2.19.3:
     reactcss "^1.2.0"
     tinycolor2 "^1.4.1"
 
+react-confetti@^6.1.0:
+  version "6.1.0"
+  resolved "https://registry.yarnpkg.com/react-confetti/-/react-confetti-6.1.0.tgz#03dc4340d955acd10b174dbf301f374a06e29ce6"
+  integrity sha512-7Ypx4vz0+g8ECVxr88W9zhcQpbeujJAVqL14ZnXJ3I23mOI9/oBVTQ3dkJhUmB0D6XOtCZEM6N0Gm9PMngkORw==
+  dependencies:
+    tween-functions "^1.2.0"
+
+react-docgen-typescript@^2.2.2:
+  version "2.2.2"
+  resolved "https://registry.yarnpkg.com/react-docgen-typescript/-/react-docgen-typescript-2.2.2.tgz#4611055e569edc071204aadb20e1c93e1ab1659c"
+  integrity sha512-tvg2ZtOpOi6QDwsb3GZhOjDkkX0h8Z2gipvTg6OVMUyoYoURhEiRNePT8NZItTVCDh39JJHnLdfCOkzoLbFnTg==
+
+react-docgen@^7.0.0:
+  version "7.1.0"
+  resolved "https://registry.yarnpkg.com/react-docgen/-/react-docgen-7.1.0.tgz#4b41e557dab939a5157be09ee532fd09c07d99fc"
+  integrity sha512-APPU8HB2uZnpl6Vt/+0AFoVYgSRtfiP6FLrZgPPTDmqSb2R4qZRbgd0A3VzIFxDt5e+Fozjx79WjLWnF69DK8g==
+  dependencies:
+    "@babel/core" "^7.18.9"
+    "@babel/traverse" "^7.18.9"
+    "@babel/types" "^7.18.9"
+    "@types/babel__core" "^7.18.0"
+    "@types/babel__traverse" "^7.18.0"
+    "@types/doctrine" "^0.0.9"
+    "@types/resolve" "^1.20.2"
+    doctrine "^3.0.0"
+    resolve "^1.22.1"
+    strip-indent "^4.0.0"
+
+"react-dom@^16.8.0 || ^17.0.0 || ^18.0.0":
+  version "18.3.1"
+  resolved "https://registry.yarnpkg.com/react-dom/-/react-dom-18.3.1.tgz#c2265d79511b57d479b3dd3fdfa51536494c5cb4"
+  integrity sha512-5m4nQKp+rZRb09LNH59GM4BxTh9251/ylbKIbpe7TpGxfJ+9kv6BLkLBXIjjspbgbnIBNqlI23tRnTWT0snUIw==
+  dependencies:
+    loose-envify "^1.1.0"
+    scheduler "^0.23.2"
+
 react-dom@^17.0.0:
   version "17.0.2"
   resolved "https://registry.yarnpkg.com/react-dom/-/react-dom-17.0.2.tgz#ecffb6845e3ad8dbfcdc498f0d0a939736502c23"
@@ -9040,6 +10232,11 @@ react-is@^18.0.0, react-is@^18.2.0:
   resolved "https://registry.yarnpkg.com/react-is/-/react-is-18.2.0.tgz#199431eeaaa2e09f86427efbb4f1473edb47609b"
   integrity sha512-xWGDIW6x921xtzPkhiULtthJHoJvBbF3q26fzloPCK0hsvxtPVelvftw3zjbHWSkR2km9Z+4uxbDDK/6Zw9B8w==
 
+react-is@^18.3.1:
+  version "18.3.1"
+  resolved "https://registry.yarnpkg.com/react-is/-/react-is-18.3.1.tgz#e83557dc12eae63a99e003a46388b1dcbb44db7e"
+  integrity sha512-/LLMVyas0ljjAtoYiPqYiL8VWXzUUdThrmU5+n20DZv+a+ClRoevUzw5JxU+Ieh5/c87ytoTBV9G1FiKfNJdmg==
+
 react-js-cron@^2.1.0:
   version "2.1.0"
   resolved "https://registry.yarnpkg.com/react-js-cron/-/react-js-cron-2.1.0.tgz#ce88a3260617222d8e1dc51534bb6606088304fc"
@@ -9157,6 +10354,13 @@ react-visibility-sensor@^5.1.1:
   dependencies:
     prop-types "^15.7.2"
 
+"react@^16.8.0 || ^17.0.0 || ^18.0.0":
+  version "18.3.1"
+  resolved "https://registry.yarnpkg.com/react/-/react-18.3.1.tgz#49ab892009c53933625bd16b2533fc754cab2891"
+  integrity sha512-wS+hAgJShR0KhEvPJArfuPVN1+Hz1t0Y6n5jLrGQbkb4urgPE/0Rve+1kMB1v/oWgHgm4WIcV+i7F2pTVj+2iQ==
+  dependencies:
+    loose-envify "^1.1.0"
+
 react@^17.0.0:
   version "17.0.2"
   resolved "https://registry.yarnpkg.com/react/-/react-17.0.2.tgz#d0b5cc516d29eb3eee383f75b62864cfb6800037"
@@ -9202,6 +10406,17 @@ readdirp@~3.6.0:
   dependencies:
     picomatch "^2.2.1"
 
+recast@^0.23.5:
+  version "0.23.9"
+  resolved "https://registry.yarnpkg.com/recast/-/recast-0.23.9.tgz#587c5d3a77c2cfcb0c18ccce6da4361528c2587b"
+  integrity sha512-Hx/BGIbwj+Des3+xy5uAtAbdCyqK9y9wbBcDFDYanLS9JnMqf7OeF87HQwUimE87OEc72mr6tkKUKMBBL+hF9Q==
+  dependencies:
+    ast-types "^0.16.1"
+    esprima "~4.0.0"
+    source-map "~0.6.1"
+    tiny-invariant "^1.3.3"
+    tslib "^2.0.1"
+
 redent@^3.0.0:
   version "3.0.0"
   resolved "https://registry.yarnpkg.com/redent/-/redent-3.0.0.tgz#e557b7998316bb53c9f1f56fa626352c6963059f"
@@ -9240,6 +10455,11 @@ regenerator-runtime@^0.13.11, regenerator-runtime@^0.13.4:
   resolved "https://registry.yarnpkg.com/regenerator-runtime/-/regenerator-runtime-0.13.11.tgz#f6dca3e7ceec20590d07ada785636a90cdca17f9"
   integrity sha512-kY1AZVr2Ra+t+piVaJ4gxaFaReZVH40AKNo7UCX6W+dEwBo/2oZJzqfuN1qLq1oL45o56cPaTXELwrTh8Fpggg==
 
+regenerator-runtime@^0.14.0:
+  version "0.14.1"
+  resolved "https://registry.yarnpkg.com/regenerator-runtime/-/regenerator-runtime-0.14.1.tgz#356ade10263f685dda125100cd862c1db895327f"
+  integrity sha512-dYnhHh0nJoMfnkZs6GmmhFknAGRrLznOu5nc9ML+EJxGvrx6H7teuevqVqCuPcPK//3eDrrjQhehXVx9cnkGdw==
+
 regexp.prototype.flags@^1.4.3:
   version "1.4.3"
   resolved "https://registry.yarnpkg.com/regexp.prototype.flags/-/regexp.prototype.flags-1.4.3.tgz#87cab30f80f66660181a3bb7bf5981a872b367ac"
@@ -9462,6 +10682,15 @@ resolve@^1.12.0, resolve@^1.19.0, resolve@^1.22.1:
     path-parse "^1.0.7"
     supports-preserve-symlinks-flag "^1.0.0"
 
+resolve@^1.22.8:
+  version "1.22.8"
+  resolved "https://registry.yarnpkg.com/resolve/-/resolve-1.22.8.tgz#b6c87a9f2aa06dfab52e3d70ac8cde321fa5a48d"
+  integrity sha512-oKWePCxqpd6FlLvGV1VU0x7bkPmmCNolxzjMf4NczoDnQcIWrAF+cPtZn5i6n+RfD2d9i0tzpKnG6Yk168yIyw==
+  dependencies:
+    is-core-module "^2.13.0"
+    path-parse "^1.0.7"
+    supports-preserve-symlinks-flag "^1.0.0"
+
 resolve@^2.0.0-next.4:
   version "2.0.0-next.4"
   resolved "https://registry.yarnpkg.com/resolve/-/resolve-2.0.0-next.4.tgz#3d37a113d6429f496ec4752d2a2e58efb1fd4660"
@@ -9606,6 +10835,13 @@ scheduler@^0.20.2:
     loose-envify "^1.1.0"
     object-assign "^4.1.1"
 
+scheduler@^0.23.2:
+  version "0.23.2"
+  resolved "https://registry.yarnpkg.com/scheduler/-/scheduler-0.23.2.tgz#414ba64a3b282892e944cf2108ecc078d115cdc3"
+  integrity sha512-UOShsPwz7NrMUqhR6t0hWjFduvOzbtv7toDH1/hIrfRNIDBnnBWd0CwJTGvTpngVlmwGCdP9/Zl/tVrDqcuYzQ==
+  dependencies:
+    loose-envify "^1.1.0"
+
 screenfull@^5.1.0:
   version "5.2.0"
   resolved "https://registry.yarnpkg.com/screenfull/-/screenfull-5.2.0.tgz#6533d524d30621fc1283b9692146f3f13a93d1ba"
@@ -9662,6 +10898,11 @@ semver@^7.5.4:
   dependencies:
     lru-cache "^6.0.0"
 
+semver@^7.6.2:
+  version "7.6.3"
+  resolved "https://registry.yarnpkg.com/semver/-/semver-7.6.3.tgz#980f7b5550bc175fb4dc09403085627f9eb33143"
+  integrity sha512-oVekP1cKtI+CTDvHWYFUcMtsK/00wmAEfyqKfNdARm8u1wNVhSgaX7A8d4UuIlUI5e84iEwOhs7ZPYRmzU9U6A==
+
 sentence-case@^3.0.4:
   version "3.0.4"
   resolved "https://registry.yarnpkg.com/sentence-case/-/sentence-case-3.0.4.tgz#3645a7b8c117c787fde8702056225bb62a45131f"
@@ -9686,6 +10927,18 @@ set-function-length@^1.1.1:
     gopd "^1.0.1"
     has-property-descriptors "^1.0.0"
 
+set-function-length@^1.2.2:
+  version "1.2.2"
+  resolved "https://registry.yarnpkg.com/set-function-length/-/set-function-length-1.2.2.tgz#aac72314198eaed975cf77b2c3b6b880695e5449"
+  integrity sha512-pgRc4hJ4/sNjWCSS9AmnS40x3bNMDTknHgL5UaMBTMyJnU90EgWh1Rz+MC9eFu4BuN/UwZjKQuY/1v3rM7HMfg==
+  dependencies:
+    define-data-property "^1.1.4"
+    es-errors "^1.3.0"
+    function-bind "^1.1.2"
+    get-intrinsic "^1.2.4"
+    gopd "^1.0.1"
+    has-property-descriptors "^1.0.2"
+
 set-function-name@^2.0.0:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/set-function-name/-/set-function-name-2.0.1.tgz#12ce38b7954310b9f61faa12701620a0c882793a"
@@ -9815,7 +11068,7 @@ source-map@^0.5.7:
   resolved "https://registry.yarnpkg.com/source-map/-/source-map-0.5.7.tgz#8a039d2d1021d22d1ea14c80d8ea468ba2ef3fcc"
   integrity sha1-igOdLRAh0i0eoUyA2OpGi6LvP8w=
 
-source-map@^0.6.1, source-map@~0.6.0:
+source-map@^0.6.1, source-map@~0.6.0, source-map@~0.6.1:
   version "0.6.1"
   resolved "https://registry.yarnpkg.com/source-map/-/source-map-0.6.1.tgz#74722af32e9614e9c287a8d0bbde48b5e2f1a263"
   integrity sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==
@@ -9903,6 +11156,13 @@ stop-iteration-iterator@^1.0.0:
   dependencies:
     internal-slot "^1.0.4"
 
+storybook@^8.1.11:
+  version "8.4.7"
+  resolved "https://registry.yarnpkg.com/storybook/-/storybook-8.4.7.tgz#a3068787a58074cec1b4197eed1c4427ec644b3f"
+  integrity sha512-RP/nMJxiWyFc8EVMH5gp20ID032Wvk+Yr3lmKidoegto5Iy+2dVQnUoElZb2zpbVXNHWakGuAkfI0dY1Hfp/vw==
+  dependencies:
+    "@storybook/core" "8.4.7"
+
 streamsearch@^1.1.0:
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/streamsearch/-/streamsearch-1.1.0.tgz#404dd1e2247ca94af554e841a8ef0eaa238da764"
@@ -10008,6 +11268,13 @@ strip-indent@^3.0.0:
   dependencies:
     min-indent "^1.0.0"
 
+strip-indent@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/strip-indent/-/strip-indent-4.0.0.tgz#b41379433dd06f5eae805e21d631e07ee670d853"
+  integrity sha512-mnVSV2l+Zv6BLpSD/8V87CW/y9EmmbYzGCIavsnsI6/nwn26DwffM/yztm30Z/I2DY9wdS3vXVCMnHDgZaVNoA==
+  dependencies:
+    min-indent "^1.0.1"
+
 strip-json-comments@^3.1.0, strip-json-comments@^3.1.1:
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/strip-json-comments/-/strip-json-comments-3.1.1.tgz#31f1281b3832630434831c310c01cccda8cbe006"
@@ -10048,6 +11315,11 @@ stylis@4.1.3, stylis@^4.0.6:
   resolved "https://registry.yarnpkg.com/stylis/-/stylis-4.1.3.tgz#fd2fbe79f5fed17c55269e16ed8da14c84d069f7"
   integrity sha512-GP6WDNWf+o403jrEp9c5jibKavrtLW+/qYGhFxFrG8maXhwTBI7gLLhiBb0o7uFccWN+EOS9aMO6cGHWAO07OA==
 
+stylis@4.2.0:
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/stylis/-/stylis-4.2.0.tgz#79daee0208964c8fe695a42fcffcac633a211a51"
+  integrity sha512-Orov6g6BB1sDfYgzWfTHDOxamtX1bE/zo104Dh9e6fqJ3PooipYyfJ0pUmrZO2wAvO8YbEyeFrkV91XTsGMSrw==
+
 supports-color@^5.3.0, supports-color@^5.5.0:
   version "5.5.0"
   resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-5.5.0.tgz#e2e69a44ac8772f78a1ec0b35b689df6530efc8f"
@@ -10129,6 +11401,11 @@ tiny-invariant@^1.0.2:
   resolved "https://registry.yarnpkg.com/tiny-invariant/-/tiny-invariant-1.1.0.tgz#634c5f8efdc27714b7f386c35e6760991d230875"
   integrity sha512-ytxQvrb1cPc9WBEI/HSeYYoGD0kWnGEOR8RY6KomWLBVhqz0RgTwVO9dLrGz7dC+nN9llyI7OKAgRq8Vq4ZBSw==
 
+tiny-invariant@^1.3.1, tiny-invariant@^1.3.3:
+  version "1.3.3"
+  resolved "https://registry.yarnpkg.com/tiny-invariant/-/tiny-invariant-1.3.3.tgz#46680b7a873a0d5d10005995eb90a70d74d60127"
+  integrity sha512-+FbBPE1o9QAYvviau/qC5SE3caw21q3xkvWKBtja5vgqOWIHHJ3ioaq1VPfn/Szqctz2bU/oYeKd9/z5BL+PVg==
+
 tiny-warning@^1.0.0, tiny-warning@^1.0.3:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/tiny-warning/-/tiny-warning-1.0.3.tgz#94a30db453df4c643d0fd566060d60a875d84754"
@@ -10149,11 +11426,21 @@ tinypool@^0.7.0:
   resolved "https://registry.yarnpkg.com/tinypool/-/tinypool-0.7.0.tgz#88053cc99b4a594382af23190c609d93fddf8021"
   integrity sha512-zSYNUlYSMhJ6Zdou4cJwo/p7w5nmAH17GRfU/ui3ctvjXFErXXkruT4MWW6poDeXgCaIBlGLrfU6TbTXxyGMww==
 
+tinyrainbow@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/tinyrainbow/-/tinyrainbow-1.2.0.tgz#5c57d2fc0fb3d1afd78465c33ca885d04f02abb5"
+  integrity sha512-weEDEq7Z5eTHPDh4xjX789+fHfF+P8boiFB+0vbWzpbnbsEr/GRaohi/uMKxg8RZMXnl1ItAi/IUHWMsjDV7kQ==
+
 tinyspy@^2.1.1:
   version "2.2.0"
   resolved "https://registry.yarnpkg.com/tinyspy/-/tinyspy-2.2.0.tgz#9dc04b072746520b432f77ea2c2d17933de5d6ce"
   integrity sha512-d2eda04AN/cPOR89F7Xv5bK/jrQEhmcLFe6HFldoeO9AJtps+fqEnh486vnT/8y4bw38pSyxDcTCAq+Ks2aJTg==
 
+tinyspy@^3.0.0:
+  version "3.0.2"
+  resolved "https://registry.yarnpkg.com/tinyspy/-/tinyspy-3.0.2.tgz#86dd3cf3d737b15adcf17d7887c84a75201df20a"
+  integrity sha512-n1cw8k1k0x4pgA2+9XrOkFydTerNcJ1zWCO5Nn9scWHTD+5tp8dghT2x1uduQePZTZgd3Tupf+x9BxJjeJi77Q==
+
 title-case@^3.0.3:
   version "3.0.3"
   resolved "https://registry.yarnpkg.com/title-case/-/title-case-3.0.3.tgz#bc689b46f02e411f1d1e1d081f7c3deca0489982"
@@ -10217,6 +11504,11 @@ ts-api-utils@^1.0.1:
   resolved "https://registry.yarnpkg.com/ts-api-utils/-/ts-api-utils-1.0.3.tgz#f12c1c781d04427313dbac808f453f050e54a331"
   integrity sha512-wNMeqtMz5NtwpT/UZGY5alT+VoKdSsOOP/kqHFcUW1P/VRhH2wJ48+DN2WwUliNbQ976ETwDL0Ifd2VVvgonvg==
 
+ts-dedent@^2.0.0, ts-dedent@^2.2.0:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/ts-dedent/-/ts-dedent-2.2.0.tgz#39e4bd297cd036292ae2394eb3412be63f563bb5"
+  integrity sha512-q5W7tVM71e2xjHZTlgfTDoPF/SmqKG5hddq9SzR49CH2hayqRKJtQ4mtRlSxKaJlR/+9rEM+mnBHf7I2/BQcpQ==
+
 ts-easing@^0.2.0:
   version "0.2.0"
   resolved "https://registry.yarnpkg.com/ts-easing/-/ts-easing-0.2.0.tgz#c8a8a35025105566588d87dbda05dd7fbfa5a4ec"
@@ -10244,6 +11536,15 @@ tsconfig-paths@^3.14.1:
     minimist "^1.2.6"
     strip-bom "^3.0.0"
 
+tsconfig-paths@^4.2.0:
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/tsconfig-paths/-/tsconfig-paths-4.2.0.tgz#ef78e19039133446d244beac0fd6a1632e2d107c"
+  integrity sha512-NoZ4roiN7LnbKn9QqE1amc9DJfzvZXxF4xDavcOWt1BPkdx+m+0gJuPM+S0vCe7zTJMYUP0R8pO2XMr+Y8oLIg==
+  dependencies:
+    json5 "^2.2.2"
+    minimist "^1.2.6"
+    strip-bom "^3.0.0"
+
 tslib@^1.10.0, tslib@^1.8.1:
   version "1.14.1"
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.14.1.tgz#cf2d38bdc34a134bcaf1091c41f6619e2f672d00"
@@ -10254,6 +11555,11 @@ tslib@^2.0.0, tslib@^2.0.3, tslib@^2.1.0, tslib@^2.3.0, tslib@^2.4.0:
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.4.1.tgz#0d0bfbaac2880b91e22df0768e55be9753a5b17e"
   integrity sha512-tGyy4dAjRIEwI7BzsB0lynWgOpfqjUdq91XXAlIWD2OwKBH7oCl/GZG/HT4BOHrTlPMOASlMQ7veyTqpmRcrNA==
 
+tslib@^2.0.1:
+  version "2.8.1"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.8.1.tgz#612efe4ed235d567e8aba5f2a5fab70280ade83f"
+  integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==
+
 tslib@^2.3.1, tslib@^2.5.0, tslib@^2.6.1, tslib@^2.6.2:
   version "2.6.2"
   resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.6.2.tgz#703ac29425e7b37cd6fd456e92404d46d1f3e4ae"
@@ -10298,6 +11604,11 @@ turndown@^7.1.1:
   dependencies:
     domino "^2.1.6"
 
+tween-functions@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/tween-functions/-/tween-functions-1.2.0.tgz#1ae3a50e7c60bb3def774eac707acbca73bbc3ff"
+  integrity sha512-PZBtLYcCLtEcjL14Fzb1gSxPBeL7nWvGhO5ZFPGqziCcr8uvHp0NDmdjBchp6KHL+tExcg0m3NISmKxhU394dA==
+
 type-check@^0.4.0, type-check@~0.4.0:
   version "0.4.0"
   resolved "https://registry.yarnpkg.com/type-check/-/type-check-0.4.0.tgz#07b8203bfa7056c0657050e3ccd2c37730bab8f1"
@@ -10325,7 +11636,7 @@ type-fest@^1.2.0:
   resolved "https://registry.yarnpkg.com/type-fest/-/type-fest-1.4.0.tgz#e9fb813fe3bf1744ec359d55d1affefa76f14be1"
   integrity sha512-yGSza74xk0UG8k+pLh5oeoYirvIiWo5t0/o3zHHAO2tRDiZcxWP7fywNlXhqb6/r6sWvwi+RsyQMWhVLe4BVuA==
 
-type-fest@^2.0.0:
+type-fest@^2.0.0, type-fest@^2.19.0:
   version "2.19.0"
   resolved "https://registry.yarnpkg.com/type-fest/-/type-fest-2.19.0.tgz#88068015bb33036a598b952e55e9311a60fd3a9b"
   integrity sha512-RAH822pAdBgcNMAfWnCBU3CFZcfZ/i1eZjwFU/dsLKumyuuP3niueg2UAukXYF0E2AAoc82ZSSf9J0WQBinzHA==
@@ -10438,6 +11749,14 @@ unixify@^1.0.0:
   dependencies:
     normalize-path "^2.1.1"
 
+unplugin@^1.3.1:
+  version "1.16.0"
+  resolved "https://registry.yarnpkg.com/unplugin/-/unplugin-1.16.0.tgz#ca0f248bf8798cd752dd02e5b381223b737cef72"
+  integrity sha512-5liCNPuJW8dqh3+DM6uNM2EI3MLLpCKp/KY+9pB5M2S2SR2qvvDHhKgBOaTWEbZTAws3CXfB0rKTIolWKL05VQ==
+  dependencies:
+    acorn "^8.14.0"
+    webpack-virtual-modules "^0.6.2"
+
 update-browserslist-db@^1.0.11:
   version "1.0.11"
   resolved "https://registry.yarnpkg.com/update-browserslist-db/-/update-browserslist-db-1.0.11.tgz#9a2a641ad2907ae7b3616506f4b977851db5b940"
@@ -10454,6 +11773,14 @@ update-browserslist-db@^1.0.13:
     escalade "^3.1.1"
     picocolors "^1.0.0"
 
+update-browserslist-db@^1.1.1:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/update-browserslist-db/-/update-browserslist-db-1.1.1.tgz#80846fba1d79e82547fb661f8d141e0945755fe5"
+  integrity sha512-R8UzCaa9Az+38REPiJ1tXlImTJXlVfgHZsglwBD/k6nj76ctsH1E3q4doGrukiLQd3sGQYu56r5+lo5r94l29A==
+  dependencies:
+    escalade "^3.2.0"
+    picocolors "^1.1.0"
+
 upper-case-first@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/upper-case-first/-/upper-case-first-2.0.2.tgz#992c3273f882abd19d1e02894cc147117f844324"
@@ -10525,11 +11852,27 @@ util-deprecate@^1.0.1:
   resolved "https://registry.yarnpkg.com/util-deprecate/-/util-deprecate-1.0.2.tgz#450d4dc9fa70de732762fbd2d4a28981419a0ccf"
   integrity sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=
 
+util@^0.12.5:
+  version "0.12.5"
+  resolved "https://registry.yarnpkg.com/util/-/util-0.12.5.tgz#5f17a6059b73db61a875668781a1c2b136bd6fbc"
+  integrity sha512-kZf/K6hEIrWHI6XqOFUiiMa+79wE/D8Q+NCNAWclkyg3b4d2k7s0QGepNjiABc+aR3N1PAyHL7p6UcLY6LmrnA==
+  dependencies:
+    inherits "^2.0.3"
+    is-arguments "^1.0.4"
+    is-generator-function "^1.0.7"
+    is-typed-array "^1.1.3"
+    which-typed-array "^1.1.2"
+
 uuid@^8.3.2:
   version "8.3.2"
   resolved "https://registry.yarnpkg.com/uuid/-/uuid-8.3.2.tgz#80d5b5ced271bb9af6c445f21a1a04c606cefbe2"
   integrity sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==
 
+uuid@^9.0.0:
+  version "9.0.1"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-9.0.1.tgz#e188d4c8853cc722220392c424cd637f32293f30"
+  integrity sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==
+
 value-equal@^1.0.1:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/value-equal/-/value-equal-1.0.1.tgz#1e0b794c734c5c0cade179c437d356d931a34d6c"
@@ -10706,6 +12049,11 @@ webidl-conversions@^7.0.0:
   resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-7.0.0.tgz#256b4e1882be7debbf01d05f0aa2039778ea080a"
   integrity sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==
 
+webpack-virtual-modules@^0.6.2:
+  version "0.6.2"
+  resolved "https://registry.yarnpkg.com/webpack-virtual-modules/-/webpack-virtual-modules-0.6.2.tgz#057faa9065c8acf48f24cb57ac0e77739ab9a7e8"
+  integrity sha512-66/V2i5hQanC51vBQKPH4aI8NMAcBW59FVBs+rC7eGHupMyfn34q7rZIE+ETlJ+XTevqfUhVVBgSUNSW2flEUQ==
+
 whatwg-encoding@^2.0.0:
   version "2.0.0"
   resolved "https://registry.yarnpkg.com/whatwg-encoding/-/whatwg-encoding-2.0.0.tgz#e7635f597fd87020858626805a2729fa7698ac53"
@@ -10771,6 +12119,17 @@ which-typed-array@^1.1.11, which-typed-array@^1.1.9:
     gopd "^1.0.1"
     has-tostringtag "^1.0.0"
 
+which-typed-array@^1.1.14, which-typed-array@^1.1.2:
+  version "1.1.16"
+  resolved "https://registry.yarnpkg.com/which-typed-array/-/which-typed-array-1.1.16.tgz#db4db429c4706feca2f01677a144278e4a8c216b"
+  integrity sha512-g+N+GAWiRj66DngFwHvISJd+ITsyphZvD1vChfVg6cEdnzy53GzB3oy0fUNlvhz7H7+MiqhYr26qxQShCpKTTQ==
+  dependencies:
+    available-typed-arrays "^1.0.7"
+    call-bind "^1.0.7"
+    for-each "^0.3.3"
+    gopd "^1.0.1"
+    has-tostringtag "^1.0.2"
+
 which@^2.0.1:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/which/-/which-2.0.2.tgz#7c6a8dd0a636a0327e10b59c9286eee93f3f51b1"
@@ -10824,6 +12183,11 @@ ws@^8.13.0:
   resolved "https://registry.yarnpkg.com/ws/-/ws-8.13.0.tgz#9a9fb92f93cf41512a0735c8f4dd09b8a1211cd0"
   integrity sha512-x9vcZYTrFPC7aSIbj7sRCYo7L/Xb8Iy+pW0ng0wt2vCJv7M9HOMy0UoN3rr+IFC7hb7vXoqS+P9ktyLLLhO+LA==
 
+ws@^8.2.3:
+  version "8.18.0"
+  resolved "https://registry.yarnpkg.com/ws/-/ws-8.18.0.tgz#0d7505a6eafe2b0e712d232b42279f53bc289bbc"
+  integrity sha512-8VbfWfHLbbwu3+N6OKsOMpBdT4kXPDDB9cJk2bJ6mh9ucxdlnNvH1e+roYkKmN9Nxw2yjz7VzeO9oOz2zJ04Pw==
+
 xml-name-validator@^4.0.0:
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/xml-name-validator/-/xml-name-validator-4.0.0.tgz#79a006e2e63149a8600f15430f0a4725d1524835"

From 00f0ee8689c21735668851c25bd446cc553ad304 Mon Sep 17 00:00:00 2001
From: Maggie Hays <maggiem.hays@gmail.com>
Date: Tue, 10 Dec 2024 16:15:18 -0600
Subject: [PATCH 28/54] docs(structured properties) add guide (#12070)

---
 docs-website/sidebars.js                      |  16 +-
 docs/api/tutorials/structured-properties.md   |   2 +-
 .../compliance-forms/create-a-form.md         |   4 +-
 docs/features/feature-guides/properties.md    | 158 -----------
 .../properties/create-a-property.md           | 261 ++++++++++++++++++
 .../feature-guides/properties/overview.md     |  54 ++++
 6 files changed, 333 insertions(+), 162 deletions(-)
 delete mode 100644 docs/features/feature-guides/properties.md
 create mode 100644 docs/features/feature-guides/properties/create-a-property.md
 create mode 100644 docs/features/feature-guides/properties/overview.md

diff --git a/docs-website/sidebars.js b/docs-website/sidebars.js
index 6ae50215c8166f..2f1ac047720978 100644
--- a/docs-website/sidebars.js
+++ b/docs-website/sidebars.js
@@ -239,7 +239,21 @@ module.exports = {
           type: "doc",
           id: "docs/posts",
         },
-        "docs/features/feature-guides/properties",
+        {
+          label: "Properties",
+          type: "category",
+          collapsed: true,
+          items: [
+            {
+              type: "doc",
+              id: "docs/features/feature-guides/properties/overview",
+            },
+            {
+              type: "doc",
+              id: "docs/features/feature-guides/properties/create-a-property",
+            },
+          ],
+        },
         {
           label: "Schema history",
           type: "doc",
diff --git a/docs/api/tutorials/structured-properties.md b/docs/api/tutorials/structured-properties.md
index b606ce9a8e2455..95c89424e9ca7a 100644
--- a/docs/api/tutorials/structured-properties.md
+++ b/docs/api/tutorials/structured-properties.md
@@ -8,7 +8,7 @@ import TabItem from '@theme/TabItem';
  Structured properties are a structured, named set of properties that can be attached to logical entities like Datasets, DataJobs, etc.
 Structured properties have values that are types. Conceptually, they are like “field definitions”.
 
-Learn more about structured properties in the [Structured Properties Feature Guide](../../../docs/features/feature-guides/properties.md).
+Learn more about structured properties in the [Structured Properties Feature Guide](../../../docs/features/feature-guides/properties/overview.md).
 
 
 ### Goal Of This Guide
diff --git a/docs/features/feature-guides/compliance-forms/create-a-form.md b/docs/features/feature-guides/compliance-forms/create-a-form.md
index e97aaaa581777d..a768bb16e4f64c 100644
--- a/docs/features/feature-guides/compliance-forms/create-a-form.md
+++ b/docs/features/feature-guides/compliance-forms/create-a-form.md
@@ -175,11 +175,11 @@ Great question. We are working on Compliance Forms Analytics that will directly
 
 ### API Tutorials
 
-- [API Guides on Documentation Form](../../../api/tutorials/forms.md)
+- [Compliance Form API Guide](../../../api/tutorials/forms.md)
 
 ### Related Features
 
-- [DataHub Properties](../../feature-guides/properties.md)
+- [DataHub Structured Properties](../../feature-guides/properties/overview.md)
 
 ## Next Steps
 
diff --git a/docs/features/feature-guides/properties.md b/docs/features/feature-guides/properties.md
deleted file mode 100644
index abdb736ad2a429..00000000000000
--- a/docs/features/feature-guides/properties.md
+++ /dev/null
@@ -1,158 +0,0 @@
-import FeatureAvailability from '@site/src/components/FeatureAvailability';
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
-# About DataHub Properties
-<FeatureAvailability/>
-
-DataHub Custom Properties and Structured Properties are powerful tools to collect meaningful metadata for Assets that might not perfectly fit into other Aspects within DataHub, such as Glossary Terms, Tags, etc. Both types can be found in an Asset's Properties tab:
-
-<p align="center">
-  <img width="80%"  src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/properties/custom_and_structured_properties.png"/>
-</p>
-
-This guide will explain the differences and use cases of each property type.
-
-## What are Custom Properties and Structured Properties?
-Here are the differences between the two property types at a glance:
-
-| Custom Properties | Structured Properties |
-| --- | --- |
-| Map of key-value pairs stored as strings | Validated namespaces and data types |
-| Added to assets during ingestion and via API | Defined via YAML; created and added to assets via CLI |
-| No support for UI-based Edits | Support for UI-based edits |
-
-**Custom Properties** are key-value pairs of strings that capture additional information about assets that is not readily available in standard metadata fields. Custom Properties can be added to assets automatically during ingestion or programmatically via API and *cannot* be edited via the UI.
-<p align="center">
-  <img width="80%"  src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/properties/custom_properties_highlight.png"/>
-</p>
-<p align="center"><em>Example of Custom Properties assigned to a Dataset</em></p>
-
-**Structured Properties** are an extension of Custom Properties, providing a structured and validated way to attach metadata to DataHub Assets. Available as of v0.13.1, Structured Properties have a pre-defined type (Date, Integer, URN, String, etc.). They can be configured to only accept a specific set of allowed values, making it easier to ensure high levels of data quality and consistency. Structured Properties are defined via YAML, added to assets via CLI, and can be edited via the UI.
-<p align="center">
-  <img width="80%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/properties/structured_properties_highlight.png"/>
-</p>
-<p align="center"><em>Example of Structured Properties assigned to a Dataset</em></p>
-
-## Use Cases for Custom Properties and Structured Properties
-**Custom Properties** are useful for capturing raw metadata from source systems during ingestion or programmatically via API. Some examples include:
-
-- GitHub file location of code which generated a dataset
-- Data encoding type
-- Account ID, cluster size, and region where a dataset is stored
-
-**Structured Properties** are useful for setting and enforcing standards of metadata collection, particularly in support of compliance and governance initiatives. Values can be added programmatically via API, then manually via the DataHub UI as necessary. Some examples include:
-
-- Deprecation Date
-  - Type: Date, Single Select
-  - Validation: Must be formatted as 'YYYY-MM-DD'
-- Data Retention Period
-  - Type: String, Single Select
-  - Validation: Adheres to allowed values "30 Days", "90 Days", "365 Days", or "Indefinite"
-- Consulted Compliance Officer, chosen from a list of DataHub users
-  - Type: DataHub User, Multi-Select
-  - Validation: Must be valid DataHub User URN
-
-By using Structured Properties, compliance and governance officers can ensure consistency in data collection across assets.
-
-## Creating, Assigning, and Editing Structured Properties
-
-Structured Properties are defined via YAML, then created and assigned to DataHub Assets via the DataHub CLI. 
-
-Here's how we would define the above examples in YAML:
-
-<Tabs>
-<TabItem value="deprecationDate" label="Deprecation Date" default>
-
-```yaml
-- id: deprecation_date
-  qualified_name: deprecation_date
-  type: date # Supported types: date, string, number, urn, rich_text
-  cardinality: SINGLE # Supported options: SINGLE, MULTIPLE
-  display_name: Deprecation Date
-  description: "Scheduled date when resource will be deprecated in the source system"
-  entity_types: # Define which types of DataHub Assets the Property can be assigned to
-    - dataset
-```
-
-</TabItem>
-<TabItem value="dataRetentionPeriod" label="Data Retention Period">
-
-```yaml
-- id: retention_period
-  qualified_name: retention_period
-  type: string # Supported types: date, string, number, urn, rich_text
-  cardinality: SINGLE # Supported options: SINGLE, MULTIPLE
-  display_name: Data Retention Period
-  description: "Predetermined storage duration before being deleted or archived 
-                based on legal, regulatory, or organizational requirements"
-  entity_types: # Define which types of DataHub Assets the Property can be assigned to
-    - dataset
-  allowed_values:
-    - value: "30 Days"
-      description: "Use this for datasets that are ephemeral and contain PII"
-    - value: "90 Days"
-      description: "Use this for datasets that drive monthly reporting but contain PII"
-    - value: "365 Days"
-      description: "Use this for non-sensitive data that can be retained for longer"
-    - value: "Indefinite"
-      description: "Use this for non-sensitive data that can be retained indefinitely"
-```
-
-</TabItem>
-<TabItem value="consultedComplianceOfficer" label="Consulted Compliance Officer(s)">
-
-```yaml
-- id: compliance_officer
-  qualified_name: compliance_officer
-  type: urn # Supported types: date, string, number, urn, rich_text
-  cardinality: MULTIPLE # Supported options: SINGLE, MULTIPLE
-  display_name: Consulted Compliance Officer(s)
-  description: "Member(s) of the Compliance Team consulted/informed during audit"
-  type_qualifier: # Define the type of Asset URNs to allow
-    - corpuser
-    - corpGroup
-  entity_types: # Define which types of DataHub Assets the Property can be assigned to
-    - dataset
-```
-
-</TabItem>
-</Tabs>
-
-:::note
-To learn more about creating and assigning Structured Properties via CLI, please see the [Create Structured Properties](/docs/api/tutorials/structured-properties.md) tutorial.
-:::
-
-Once a Structured Property is assigned to an Asset, Users with the `Edit Properties` Metadata Privilege will be able to change Structured Property values via the DataHub UI.
-<p align="center">
-  <img width="80%"  src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/properties/edit_structured_properties_modal.png"/>
-</p>
-<p align="center"><em>Example of editing the value of a Structured Property via the UI</em></p>
-
-### Videos
-
-**Deep Dive: UI-Editable Properties**
-
-<p align="center">
-<iframe width="560" height="315" src="https://www.youtube.com/embed/06zaQyKxJYk?si=H_YiwQty25m2xzaP" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
-</p> 
-
-
-### API
-
-Please see the following API guides related to Custom and Structured Properties:
-
-- [Custom Properties API Guide](/docs/api/tutorials/structured-properties.md)
-- [Structured Properties API Guide](/docs/api/tutorials/structured-properties.md)
-
-
-## FAQ and Troubleshooting
-
-**Why can't I edit the value of a Structured Property from the DataHub UI?**
-1. Your version of DataHub does not support UI-based edits of Structured Properties. Confirm you are running DataHub v0.13.1 or later.
-2. You are attempting to edit a Custom Property, not a Structured Property. Confirm you are trying to edit a Structured Property, which will have an "Edit" button visible. Please note that Custom Properties are not eligible for UI-based edits to minimize overwrites during recurring ingestion.
-3. You do not have the necessary privileges. Confirm with your Admin that you have the `Edit Properties` Metadata Privilege.
-
-### Related Features
-
-- [Compliance Forms](compliance-forms/overview.md)
\ No newline at end of file
diff --git a/docs/features/feature-guides/properties/create-a-property.md b/docs/features/feature-guides/properties/create-a-property.md
new file mode 100644
index 00000000000000..2428f70a105516
--- /dev/null
+++ b/docs/features/feature-guides/properties/create-a-property.md
@@ -0,0 +1,261 @@
+---
+title: Create and Add a Structured Property
+---
+
+import FeatureAvailability from '@site/src/components/FeatureAvailability';
+
+# Create and Add a DataHub Structured Property
+<FeatureAvailability/>
+
+This guide walks you through creating a Structured Property via the DataHub UI, including:
+
+1. Defining a new Structured Property
+2. Configuring display preferences for a Structured Property
+3. Adding a Structured Property to an Asset
+4. Adding a Structured Property to a Column
+
+:::note
+To learn more about creating and assigning Structured Properties via the CLI, please see the [Create Structured Properties](/docs/api/tutorials/structured-properties.md) tutorial.
+:::
+
+### Prerequisites
+
+To create, edit, or remove Structured Properties, you must have the **View Structured Properties** and **Manage Structured Properties** platform privileges.
+
+To add an existing Structured Property to an Asset, change its value, or remove it from an Asset, you must have the **Edit Properties** metadata privilege.
+
+## Define a New Structured Property
+
+From the navigation bar, go to **Govern** > **Structured Properties**.
+
+Click **+ Create** to start defining your Property.
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/1-list-structured-properties.png"
+       alt="View all Structured Properties"/>
+</p>
+
+First, provide the following details:
+
+1. **Name and Description:** Clearly describe the purpose and meaning of the Structured Property so users understand its role and context.  
+2. **Property Type:** Choose a type that best fits the metadata you want to collect. Available types include **Text**, **Number**, **Date**, **DataHub Entity**, or **Rich Text**. Choosing any of the "List" options allows multiple entries for the Property.
+3. **Allowed Values (Optional):** For **Text**, **Number**, and **DataHub Entity** types, define a set of allowed values to ensure consistent input across assets.
+4. **Applies To:** Specify which DataHub asset types (e.g., Datasets, Dashboards, Pipelines) the Structured Property can be associated with, ensuring relevance and precision.
+
+:::caution
+Once you you save a Structured Property, you **cannot** edit or remove Allowed Values. However, you can add additional Allowed Values.
+:::
+
+For example, imagine your organization wants to standardize how data assets (e.g., Datasets, Tasks, Pipelines) are categorized during their development cycle. By creating a **Lifecycle Stage** Structured Property, you can set a pre-defined list of allowed statuses, such as **Draft**, **Review**, and **Prod**, ensuring consistency and transparency.
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/2.1-create-structured-property-settings.png"
+       alt="View all Structured Properties"/>
+</p>
+
+## Set Display Preferences for the Structured Property
+
+When defining a Structured Property, you can customize how it will be visible to DataHub users. By default, Structured Properties are visible in an Asset's **Properties** tab but can be conditionally configured with the following options:
+
+1. **Hide Property:**  
+   Use this option if the Structured Property contains sensitive metadata that should not be visible to DataHub users via the UI. This ensures that only users with the necessary permissions can view or interact with the property values.
+
+2. **Customize Visibility:**  
+   Decide where the Structured Property appears across the DataHub UI:  
+   - **Asset Badge:** Display the property value as a badge on Assets to highlight key metadata.  
+   - **Asset Sidebar:** Show the property in the Asset Sidebar for quick visibility while navigating an Asset.
+
+3. **Show in Search Filters:**  
+   Enable this option to allow users to filter Assets by the values of this Structured Property. This improves discoverability and facilitates searches for Assets with specific attributes or classifications.  
+
+4. **Show in Columns Table:**  
+   Use this option to display the Structured Property value in the Dataset Schema view’s Columns Table. This is particularly useful for capturing field-level custom metadata and making it accessible alongside schema details.
+
+For the **Lifecycle Stage** example, imagine you want to allow users to filter by lifecycle status and view it at a glance during data discovery. To achieve this, you would enable **Show in Search Filters**, **Asset Badge**, and **Asset Sidebar**:
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/2.2-create-structured-property-display-settings.png"
+       alt="Configure Structured Property Visibility"/>
+</p>
+
+## Add a Structured Property to an Asset
+
+Once a Structured Property has been defined, you can add it to the designated Asset Types.
+
+From an Asset's **Properties** tab, click the `+` button to see a drop-down list of all available Structured Properties. For example, you can now see **Lifecycle Stage** as an option for the `pet_profiles` Dataset:
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/3.1-add-structured-property-entity-level.png"
+       alt="Add a Structured Property to an Asset"/>
+</p>
+
+Continuing with the **Lifecycle Stage** example, designate the `pet_profiles` Dataset as being in **Prod**:
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/3.2-add-structured-property-entity-level-modal.png"
+       alt="Select a Structured Property Value"/>
+</p>
+
+After clicking **Save**, the **Lifecycle Stage** for `pet_profiles` will appear in the following sections of the Asset Page:
+
+1. Properties Tab  
+2. Asset Badge  
+3. Asset Sidebar  
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/3.3-add-structured-property-entity-level-after.png"
+       alt="View a Structured Property on an Asset"/>
+</p>
+
+:::info
+[**DataHub Compliance Forms**](../compliance-forms/overview.md) make it easy to update values for multiple Assets at once!
+:::
+
+### Edit or Remove a Structured Property from an Asset
+
+After a Structured Property has been added to an Asset, users can modify its value or remove the property entirely using the **More** menu:
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/3.4-edit-remove-structured-property-entity-level.png"
+       alt="Editing or Removing a Structured Property on an Asset"/>
+</p>
+
+### Search for Assets by a Structured Property Value
+
+For Structured Properties that have **Show in Search Filters** enabled, users can filter search results based on allowed values.
+
+For example, with the **Lifecycle Stage** property enabled as a filter, users can find it under the **More** dropdown in the Search interface:
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/4.1-search-filter-by-structured-property.png"
+       alt="Structured Property as Search Filter"/>
+</p>
+
+From here, you can quickly narrow down Search results based on the desired stage, such as **Prod**:
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/4.2-search-filter-by-structured-property-results.png"
+       alt="Filtered Results by Structured Property Value"/>
+</p>
+
+Notice how the **Prod** value is displayed prominently on the `pet_profiles` Asset Badge:
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/4.3-search-filter-by-structured-property-results-badge.png"
+       alt="View Structured Property in Asset Badge"/>
+</p>
+
+## Add a Structured Property to a Column
+
+Structured Properties can be applied at the column level, providing deeper context for how individual dataset fields relate to business concepts or terminology. In this example, we’ll create a Structured Property called **Business Label** to help business users understand how dataset columns align with common terminology, acronyms, or key business concepts.
+
+### Define the Business Label Property
+
+Follow these steps to define and configure the **Business Label** Structured Property:
+
+1. **Property Details:**  
+   - **Name:** Business Label  
+   - **Description:** Provide a description to explain its purpose, such as:  
+     *"A user-friendly name for a dataset column, helping business users understand its meaning."*  
+   - **Property Type:** Select **Text**, allowing any valid string to be entered.  
+   - **Applies To:** Set this property to apply exclusively to **Columns**.  
+
+2. **Display Preferences:**  
+   - By default, column-level Structured Properties will be enabled for **all columns** on **all datasets** within DataHub, accessible via the Column Sidebar.  
+   - Optionally, enable **Show in Table Columns** to make the **Business Label** visible within the Columns Table on the dataset schema.  
+
+<p align="center">
+  <img 
+       width="90%"  
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/5.2-create-structured-property-column-display-options.png"
+       alt="Configuring Column Structured Property"/>
+</p>
+
+:::caution
+While the column sidebar provides convenient access to assigned properties, adding too many Structured Properties can clutter the view. Limit the number of properties shown in the sidebar to maintain clarity and usability.
+:::
+
+Once configured, the **Business Label** Structured Property will automatically be added to all columns on dataset assets within DataHub.
+
+For example, after assigning the property, it will appear in two key areas of the `pet_profiles` Asset Page:
+
+1. **Columns Table:** The **Business Label** property and its populated values will be displayed directly within the Columns Table on the Dataset Schema, enabling users to view field-level metadata easily.  
+2. **Column Sidebar:** Structured Properties configured for columns, including **Business Label**, will also appear in the column’s sidebar.  
+
+By applying column-level Structured Properties like **Business Label**, you enhance data discoverability and provide business users with valuable insights while keeping the interface user-friendly.
+
+<p align="center">
+  <img 
+       width="90%"
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/6.1-view-structured-property-column-level.png"
+       alt="Column-level Structured Property in Columns Table"/>
+</p>
+
+### Update the Business Label from the Column Sidebar  
+
+When selecting a specific column in the UI, the **Business Label** Structured Property will be visible in the column’s sidebar. Users with appropriate permissions can view or update the value directly from this interface.
+
+<p align="center">
+  <img 
+       width="90%"
+       src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/6.2-view-structured-property-column-level-sidebar.png"
+       alt="Column-level Structured Property in Sidebar"/>
+</p>
+
+This setup ensures that column-specific metadata, such as the **Business Label**, is accessible and actionable, helping business users better understand the dataset's structure and its alignment with key business concepts.
+
+## FAQ and Troubleshooting
+
+### Why can’t I change a Structured Property’s definition?
+
+Once a Structured Property has been defined, only certain aspects can be modified:
+
+**You can change:**
+- Title and description
+- Add new allowed values
+- Add new supported asset types
+- Update display preferences
+
+**You cannot change:**
+- The type of the Structured Property
+- Existing allowed values and their definitions
+
+### Why can't I configure a Structured Property to appear as an Asset Badge?
+- Only **Text** and **Number** types with allowed values can be configured as Asset Badges.
+- Only one Structured Property can be displayed as a Badge for a given Asset.
+
+### Why can't I filter Search Results by a Structured Property?
+- Verify that the Structured Property has been configured to appear in search filters.
+- Ensure the filter is relevant by checking if there are assets associated with the Structured Property's value in your search results. Try different search terms or relax other applied filters.
+
+### Why can't I add a Structured Property to an Asset?
+- Confirm you have the **Edit Properties** privilege.
+- Ensure the Structured Property has already been created and supports the type of Asset you're trying to modify.
+
+### API Tutorials
+
+- [Structured Properties API Guide](/docs/api/tutorials/structured-properties.md)
+
+### Related Features
+
+- [DataHub Compliance Forms](/docs/features/feature-guides/compliance-forms/overview.md)
\ No newline at end of file
diff --git a/docs/features/feature-guides/properties/overview.md b/docs/features/feature-guides/properties/overview.md
new file mode 100644
index 00000000000000..7637a3be53e0d8
--- /dev/null
+++ b/docs/features/feature-guides/properties/overview.md
@@ -0,0 +1,54 @@
+---
+title: Overview
+---
+
+import FeatureAvailability from '@site/src/components/FeatureAvailability';
+
+# About DataHub Structured Properties
+<FeatureAvailability/>
+
+DataHub **Structured Properties** allow you to add custom, validated properties to any Entity type in DataHub. Using Structured Properties, you can enable data discovery and governance based on attributes unique to your organization.
+
+<p align="center">
+  <img width="90%"  src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/properties/custom_and_structured_properties.png"/>
+</p>
+
+## What are Structured Properties?
+
+**Structured Properties** are a powerful way to customize your DataHub environment, enabling you to align metadata with your organization’s unique needs. By defining specific property types—such as Date, Integer, DataHub Asset, or Text—you can apply meaningful, context-aware attributes to your Assets. Validation rules, like restricting allowed values or enforcing specific formats, ensure consistency while giving you the flexibility to reflect your business’s terminology, workflows, and priorities.
+
+Structured Properties can be added to the following Asset Types:
+
+- Data Assets, such as Datasets, Columns, Tasks, Pipelines, Charts, Dashboards, and more.
+- DataHub Entities, such as Domains, Glossary Terms & Groups, and Data Products.
+
+### Key Features of Structured Properties:
+
+1. **Typed Fields:** Properties are explicitly typed, including options like Date, Integer, URN, or Text.
+2. **Allowed Values:** Enforce standards by restricting values to a specific format or a pre-defined list of acceptable inputs.
+3. **Targeted Application:** Structured Properties can be tailored to specific asset types—such as Datasets, Columns, or Dashboards—ensuring they align with your organization’s data management needs and usage context.
+
+### Display Settings
+
+Structured Properties offer several configuration options to enhance metadata management:
+
+- **Hide Property:** For use cases where property values should not be viewable by DataHub users.
+- **Show in Search Filters:** Enables users to filter for Assets based on specific property values, improving discoverability.
+- **Customize Visibility:** Allows you to control where the Structured Property appears, such as in the Asset Badge, Asset Sidebar, and/or a Dataset Schema view’s Columns Table.
+
+## Why Use Structured Properties?
+
+Structured Properties are especially useful for organizations that require:
+
+- **Customization:** Customize how your end-users find assets within DataHub.
+- **Governance and Compliance:** Collect metadata in a way that supports compliance with internal or external standards.
+
+<p align="center">
+  <img width="90%"  src="https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/structured_properties/1-list-structured-properties.png"/>
+</p>
+
+By leveraging these configurations, teams can ensure their metadata adheres to organizational policies and improves the discoverability and usability of Data Assets.
+
+## Next Steps
+
+Now that you understand Structured Properties, you’re ready to [Create a Structured Property](create-a-property.md).
\ No newline at end of file

From d953718ab7b2090b3a03bdc578863f865e60759f Mon Sep 17 00:00:00 2001
From: Harshal Sheth <hsheth2@gmail.com>
Date: Tue, 10 Dec 2024 18:32:52 -0500
Subject: [PATCH 29/54] feat(ingest): allow max_workers=1 with ASYNC_BATCH rest
 sink (#12088)

---
 .../src/datahub/ingestion/sink/datahub_rest.py              | 6 +++---
 .../src/datahub/utilities/partition_executor.py             | 2 +-
 .../tests/unit/utilities/test_partition_executor.py         | 5 +++--
 3 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/sink/datahub_rest.py b/metadata-ingestion/src/datahub/ingestion/sink/datahub_rest.py
index 5b4d3fe38ecd97..1bb07ea8462279 100644
--- a/metadata-ingestion/src/datahub/ingestion/sink/datahub_rest.py
+++ b/metadata-ingestion/src/datahub/ingestion/sink/datahub_rest.py
@@ -65,11 +65,11 @@ class DatahubRestSinkConfig(DatahubClientConfig):
     mode: RestSinkMode = _DEFAULT_REST_SINK_MODE
 
     # These only apply in async modes.
-    max_threads: int = _DEFAULT_REST_SINK_MAX_THREADS
-    max_pending_requests: int = 2000
+    max_threads: pydantic.PositiveInt = _DEFAULT_REST_SINK_MAX_THREADS
+    max_pending_requests: pydantic.PositiveInt = 2000
 
     # Only applies in async batch mode.
-    max_per_batch: int = 100
+    max_per_batch: pydantic.PositiveInt = 100
 
 
 @dataclasses.dataclass
diff --git a/metadata-ingestion/src/datahub/utilities/partition_executor.py b/metadata-ingestion/src/datahub/utilities/partition_executor.py
index 4d873d8f74bd8e..542889f2f90e29 100644
--- a/metadata-ingestion/src/datahub/utilities/partition_executor.py
+++ b/metadata-ingestion/src/datahub/utilities/partition_executor.py
@@ -268,7 +268,7 @@ def __init__(
         self.process_batch = process_batch
         self.min_process_interval = min_process_interval
         self.read_from_pending_interval = read_from_pending_interval
-        assert self.max_workers > 1
+        assert self.max_workers >= 1
 
         self._state_lock = threading.Lock()
         self._executor = ThreadPoolExecutor(
diff --git a/metadata-ingestion/tests/unit/utilities/test_partition_executor.py b/metadata-ingestion/tests/unit/utilities/test_partition_executor.py
index eba79eafce473b..ce211c2d618062 100644
--- a/metadata-ingestion/tests/unit/utilities/test_partition_executor.py
+++ b/metadata-ingestion/tests/unit/utilities/test_partition_executor.py
@@ -80,7 +80,8 @@ def task(id: str) -> str:
         assert len(done_tasks) == 16
 
 
-def test_batch_partition_executor_sequential_key_execution():
+@pytest.mark.parametrize("max_workers", [1, 2, 10])
+def test_batch_partition_executor_sequential_key_execution(max_workers: int) -> None:
     executing_tasks = set()
     done_tasks = set()
     done_task_batches = set()
@@ -99,7 +100,7 @@ def process_batch(batch):
         done_task_batches.add(tuple(id for _, id in batch))
 
     with BatchPartitionExecutor(
-        max_workers=2,
+        max_workers=max_workers,
         max_pending=10,
         max_per_batch=2,
         process_batch=process_batch,

From 59dd8be457087a73068dd0bfb7386034326884e2 Mon Sep 17 00:00:00 2001
From: RyanHolstien <RyanHolstien@users.noreply.github.com>
Date: Tue, 10 Dec 2024 18:33:53 -0600
Subject: [PATCH 30/54] fix(openapi): fix sort criteria parameter (#12090)

---
 docs/how/updating-datahub.md                  |  1 +
 .../controller/GenericEntitiesController.java | 20 +++++++++++++------
 .../openapi/v3/OpenAPIV3Generator.java        |  8 ++------
 3 files changed, 17 insertions(+), 12 deletions(-)

diff --git a/docs/how/updating-datahub.md b/docs/how/updating-datahub.md
index 073f68db230634..8ba83768512a5f 100644
--- a/docs/how/updating-datahub.md
+++ b/docs/how/updating-datahub.md
@@ -40,6 +40,7 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
 - #12056: The DataHub Airflow plugin no longer supports Airflow 2.1 and Airflow 2.2.
 - #12056: The DataHub Airflow plugin now defaults to the v2 plugin implementation.
 - OpenAPI Update: PIT Keep Alive parameter added to scroll. NOTE: This parameter requires the `pointInTimeCreationEnabled` feature flag to be enabled and the `elasticSearch.implementation` configuration to be `elasticsearch`. This feature is not supported for OpenSearch at this time and the parameter will not be respected without both of these set.
+- OpenAPI Update 2: Previously there was an incorrectly marked parameter named `sort` on the generic list entities endpoint for v3. This parameter is deprecated and only supports a single string value while the documentation indicates it supports a list of strings. This documentation error has been fixed and the correct field, `sortCriteria`, is now documented which supports a list of strings. 
 
 ### Breaking Changes
 
diff --git a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java
index 425646d4282149..32252e80330646 100644
--- a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java
+++ b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/controller/GenericEntitiesController.java
@@ -57,6 +57,7 @@
 import java.util.stream.Collectors;
 import javax.annotation.Nonnull;
 import javax.annotation.Nullable;
+import org.apache.commons.lang.StringUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.beans.factory.annotation.Qualifier;
 import org.springframework.http.MediaType;
@@ -190,7 +191,8 @@ public ResponseEntity<S> getEntities(
       @RequestParam(value = "count", defaultValue = "10") Integer count,
       @RequestParam(value = "query", defaultValue = "*") String query,
       @RequestParam(value = "scrollId", required = false) String scrollId,
-      @RequestParam(value = "sort", required = false, defaultValue = "urn") String sortField,
+      @RequestParam(value = "sort", required = false, defaultValue = "urn") @Deprecated
+          String sortField,
       @RequestParam(value = "sortCriteria", required = false) List<String> sortFields,
       @RequestParam(value = "sortOrder", required = false, defaultValue = "ASCENDING")
           String sortOrder,
@@ -222,14 +224,20 @@ public ResponseEntity<S> getEntities(
           authentication.getActor().toUrnStr() + " is unauthorized to " + READ + "  entities.");
     }
 
+    SortOrder finalSortOrder =
+        SortOrder.valueOf(Optional.ofNullable(sortOrder).orElse("ASCENDING"));
+
     List<SortCriterion> sortCriteria;
-    if (!CollectionUtils.isEmpty(sortFields)) {
+    if (!CollectionUtils.isEmpty(sortFields)
+        && sortFields.stream().anyMatch(StringUtils::isNotBlank)) {
       sortCriteria = new ArrayList<>();
-      sortFields.forEach(
-          field -> sortCriteria.add(SearchUtil.sortBy(field, SortOrder.valueOf(sortOrder))));
+      sortFields.stream()
+          .filter(StringUtils::isNotBlank)
+          .forEach(field -> sortCriteria.add(SearchUtil.sortBy(field, finalSortOrder)));
+    } else if (StringUtils.isNotBlank(sortField)) {
+      sortCriteria = Collections.singletonList(SearchUtil.sortBy(sortField, finalSortOrder));
     } else {
-      sortCriteria =
-          Collections.singletonList(SearchUtil.sortBy(sortField, SortOrder.valueOf(sortOrder)));
+      sortCriteria = Collections.singletonList(SearchUtil.sortBy("urn", finalSortOrder));
     }
 
     ScrollResult result =
diff --git a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java
index 68ed316573f77a..3c35a5c1984c1d 100644
--- a/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java
+++ b/metadata-service/openapi-servlet/src/main/java/io/datahubproject/openapi/v3/OpenAPIV3Generator.java
@@ -570,7 +570,7 @@ private static void addExtraParameters(final Components components) {
         "SortBy" + MODEL_VERSION,
         new Parameter()
             .in(NAME_QUERY)
-            .name("sort")
+            .name("sortCriteria")
             .explode(true)
             .description("Sort fields for pagination.")
             .example(PROPERTY_URN)
@@ -578,11 +578,7 @@ private static void addExtraParameters(final Components components) {
                 new Schema()
                     .type(TYPE_ARRAY)
                     ._default(List.of(PROPERTY_URN))
-                    .items(
-                        new Schema<>()
-                            .type(TYPE_STRING)
-                            ._enum(List.of(PROPERTY_URN))
-                            ._default(PROPERTY_URN))));
+                    .items(new Schema<>().type(TYPE_STRING)._default(PROPERTY_URN))));
     components.addParameters(
         "SortOrder" + MODEL_VERSION,
         new Parameter()

From 355a7e69aa1a444e497121f2c3f6b4dffa5beb36 Mon Sep 17 00:00:00 2001
From: Mayuri Nehate <33225191+mayurinehate@users.noreply.github.com>
Date: Wed, 11 Dec 2024 16:08:39 +0530
Subject: [PATCH 31/54] feat(ingest/snowflake): allow option for incremental
 properties (#12080)

---
 .../api/incremental_properties_helper.py      |  69 ++
 .../datahub/ingestion/api/source_helpers.py   |   4 +-
 .../ingestion/source/redshift/config.py       |   1 +
 .../ingestion/source/redshift/redshift.py     |   2 +
 .../source/snowflake/snowflake_config.py      |   4 +
 .../source/snowflake/snowflake_v2.py          |   6 +
 .../datahub/ingestion/source/unity/source.py  |   2 +
 .../snowflake_privatelink_golden.json         | 590 +++++++++++++-----
 .../integration/snowflake/test_snowflake.py   |   5 +-
 9 files changed, 513 insertions(+), 170 deletions(-)
 create mode 100644 metadata-ingestion/src/datahub/ingestion/api/incremental_properties_helper.py

diff --git a/metadata-ingestion/src/datahub/ingestion/api/incremental_properties_helper.py b/metadata-ingestion/src/datahub/ingestion/api/incremental_properties_helper.py
new file mode 100644
index 00000000000000..151b0c72a6c2de
--- /dev/null
+++ b/metadata-ingestion/src/datahub/ingestion/api/incremental_properties_helper.py
@@ -0,0 +1,69 @@
+import logging
+from typing import Iterable, Optional
+
+from pydantic.fields import Field
+
+from datahub.configuration.common import ConfigModel
+from datahub.emitter.mce_builder import set_aspect
+from datahub.emitter.mcp import MetadataChangeProposalWrapper
+from datahub.ingestion.api.source_helpers import create_dataset_props_patch_builder
+from datahub.ingestion.api.workunit import MetadataWorkUnit
+from datahub.metadata.schema_classes import (
+    DatasetPropertiesClass,
+    MetadataChangeEventClass,
+    SystemMetadataClass,
+)
+
+logger = logging.getLogger(__name__)
+
+
+def convert_dataset_properties_to_patch(
+    urn: str,
+    aspect: DatasetPropertiesClass,
+    system_metadata: Optional[SystemMetadataClass],
+) -> MetadataWorkUnit:
+    patch_builder = create_dataset_props_patch_builder(urn, aspect, system_metadata)
+    mcp = next(iter(patch_builder.build()))
+    return MetadataWorkUnit(id=MetadataWorkUnit.generate_workunit_id(mcp), mcp_raw=mcp)
+
+
+def auto_incremental_properties(
+    incremental_properties: bool,
+    stream: Iterable[MetadataWorkUnit],
+) -> Iterable[MetadataWorkUnit]:
+    if not incremental_properties:
+        yield from stream
+        return  # early exit
+
+    for wu in stream:
+        urn = wu.get_urn()
+
+        if isinstance(wu.metadata, MetadataChangeEventClass):
+            properties_aspect = wu.get_aspect_of_type(DatasetPropertiesClass)
+            set_aspect(wu.metadata, None, DatasetPropertiesClass)
+            if len(wu.metadata.proposedSnapshot.aspects) > 0:
+                yield wu
+
+            if properties_aspect:
+                yield convert_dataset_properties_to_patch(
+                    urn, properties_aspect, wu.metadata.systemMetadata
+                )
+        elif isinstance(wu.metadata, MetadataChangeProposalWrapper) and isinstance(
+            wu.metadata.aspect, DatasetPropertiesClass
+        ):
+            properties_aspect = wu.metadata.aspect
+            if properties_aspect:
+                yield convert_dataset_properties_to_patch(
+                    urn, properties_aspect, wu.metadata.systemMetadata
+                )
+        else:
+            yield wu
+
+
+# TODO: Use this in SQLCommonConfig. Currently only used in snowflake
+class IncrementalPropertiesConfigMixin(ConfigModel):
+    incremental_properties: bool = Field(
+        default=False,
+        description="When enabled, emits dataset properties as incremental to existing dataset properties "
+        "in DataHub. When disabled, re-states dataset properties on each run.",
+    )
diff --git a/metadata-ingestion/src/datahub/ingestion/api/source_helpers.py b/metadata-ingestion/src/datahub/ingestion/api/source_helpers.py
index 8511f8529ac125..0c86e1cf47203f 100644
--- a/metadata-ingestion/src/datahub/ingestion/api/source_helpers.py
+++ b/metadata-ingestion/src/datahub/ingestion/api/source_helpers.py
@@ -32,6 +32,7 @@
     SchemaFieldClass,
     SchemaMetadataClass,
     StatusClass,
+    SystemMetadataClass,
     TimeWindowSizeClass,
 )
 from datahub.metadata.urns import DatasetUrn, GlossaryTermUrn, TagUrn, Urn
@@ -65,9 +66,10 @@ def auto_workunit(
 def create_dataset_props_patch_builder(
     dataset_urn: str,
     dataset_properties: DatasetPropertiesClass,
+    system_metadata: Optional[SystemMetadataClass] = None,
 ) -> DatasetPatchBuilder:
     """Creates a patch builder with a table's or view's attributes and dataset properties"""
-    patch_builder = DatasetPatchBuilder(dataset_urn)
+    patch_builder = DatasetPatchBuilder(dataset_urn, system_metadata)
     patch_builder.set_display_name(dataset_properties.name)
     patch_builder.set_description(dataset_properties.description)
     patch_builder.set_created(dataset_properties.created)
diff --git a/metadata-ingestion/src/datahub/ingestion/source/redshift/config.py b/metadata-ingestion/src/datahub/ingestion/source/redshift/config.py
index 2ff73323a14e35..cad48eaf1c2375 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/redshift/config.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/redshift/config.py
@@ -159,6 +159,7 @@ class RedshiftConfig(
         description="Whether to extract column level lineage. This config works with rest-sink only.",
     )
 
+    # TODO - use DatasetPropertiesConfigMixin instead
     patch_custom_properties: bool = Field(
         default=True,
         description="Whether to patch custom properties on existing datasets rather than replace.",
diff --git a/metadata-ingestion/src/datahub/ingestion/source/redshift/redshift.py b/metadata-ingestion/src/datahub/ingestion/source/redshift/redshift.py
index 06cbb7fbae27cc..49f7941563c1a7 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/redshift/redshift.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/redshift/redshift.py
@@ -831,6 +831,8 @@ def gen_dataset_workunits(
             customProperties=custom_properties,
         )
         if self.config.patch_custom_properties:
+            # TODO: use auto_incremental_properties workunit processor instead
+            # Deprecate use of patch_custom_properties
             patch_builder = create_dataset_props_patch_builder(
                 dataset_urn, dataset_properties
             )
diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py
index c30a26fbbd02cc..1d1cc3c2af4f08 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_config.py
@@ -16,6 +16,9 @@
 from datahub.configuration.time_window_config import BaseTimeWindowConfig
 from datahub.configuration.validate_field_removal import pydantic_removed_field
 from datahub.configuration.validate_field_rename import pydantic_renamed_field
+from datahub.ingestion.api.incremental_properties_helper import (
+    IncrementalPropertiesConfigMixin,
+)
 from datahub.ingestion.glossary.classification_mixin import (
     ClassificationSourceConfigMixin,
 )
@@ -188,6 +191,7 @@ class SnowflakeV2Config(
     StatefulUsageConfigMixin,
     StatefulProfilingConfigMixin,
     ClassificationSourceConfigMixin,
+    IncrementalPropertiesConfigMixin,
 ):
     include_usage_stats: bool = Field(
         default=True,
diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_v2.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_v2.py
index 538841018067e2..c3a7912c40e8ee 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_v2.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_v2.py
@@ -17,6 +17,9 @@
     support_status,
 )
 from datahub.ingestion.api.incremental_lineage_helper import auto_incremental_lineage
+from datahub.ingestion.api.incremental_properties_helper import (
+    auto_incremental_properties,
+)
 from datahub.ingestion.api.source import (
     CapabilityReport,
     MetadataWorkUnitProcessor,
@@ -446,6 +449,9 @@ def get_workunit_processors(self) -> List[Optional[MetadataWorkUnitProcessor]]:
             functools.partial(
                 auto_incremental_lineage, self.config.incremental_lineage
             ),
+            functools.partial(
+                auto_incremental_properties, self.config.incremental_properties
+            ),
             StaleEntityRemovalHandler.create(
                 self, self.config, self.ctx
             ).workunit_processor,
diff --git a/metadata-ingestion/src/datahub/ingestion/source/unity/source.py b/metadata-ingestion/src/datahub/ingestion/source/unity/source.py
index f758746193cd83..9d9a746580f939 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/unity/source.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/unity/source.py
@@ -556,6 +556,8 @@ def process_table(self, table: Table, schema: Schema) -> Iterable[MetadataWorkUn
                 )
 
         if table_props:
+            # TODO: use auto_incremental_properties workunit processor instead
+            # Consider enabling incremental_properties by default
             patch_builder = create_dataset_props_patch_builder(dataset_urn, table_props)
             for patch_mcp in patch_builder.build():
                 yield MetadataWorkUnit(
diff --git a/metadata-ingestion/tests/integration/snowflake/snowflake_privatelink_golden.json b/metadata-ingestion/tests/integration/snowflake/snowflake_privatelink_golden.json
index d232ae710e8916..3040c6c4e9196f 100644
--- a/metadata-ingestion/tests/integration/snowflake/snowflake_privatelink_golden.json
+++ b/metadata-ingestion/tests/integration/snowflake/snowflake_privatelink_golden.json
@@ -138,27 +138,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_3,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_3/",
-            "name": "TABLE_3",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_3",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_3"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_3"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -567,27 +589,44 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.view_1,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/view/VIEW_1/",
-            "name": "VIEW_1",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.VIEW_1",
-            "description": "Comment for View",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "VIEW_1"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for View"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.VIEW_1"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -808,27 +847,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_1,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_1/",
-            "name": "TABLE_1",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_1",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_1"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_1"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -1473,27 +1534,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_10,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_10/",
-            "name": "TABLE_10",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_10",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_10"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_10"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -1712,54 +1795,98 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_5,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_5/",
-            "name": "TABLE_5",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_5",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_5"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_5"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_2,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_2/",
-            "name": "TABLE_2",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_2",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_2"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_2"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -2301,27 +2428,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_6,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_6/",
-            "name": "TABLE_6",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_6",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_6"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_6"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -2621,27 +2770,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_7,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_7/",
-            "name": "TABLE_7",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_7",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_7"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_7"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -2664,27 +2835,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_4,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_4/",
-            "name": "TABLE_4",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_4",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_4"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_4"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -3162,27 +3355,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_8,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_8/",
-            "name": "TABLE_8",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_8",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_8"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_8"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -3302,27 +3517,49 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.table_9,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {"CLUSTERING_KEY": "LINEAR(COL_1)"},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/table/TABLE_9/",
-            "name": "TABLE_9",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.TABLE_9",
-            "description": "Comment for Table",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "TABLE_9"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for Table"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.TABLE_9"
+            },
+            {
+                "op": "add",
+                "path": "/customProperties/CLUSTERING_KEY",
+                "value": "LINEAR(COL_1)"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
@@ -3607,27 +3844,44 @@
 {
     "entityType": "dataset",
     "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:snowflake,instance1.test_db.test_schema.view_2,PROD)",
-    "changeType": "UPSERT",
+    "changeType": "PATCH",
     "aspectName": "datasetProperties",
     "aspect": {
-        "json": {
-            "customProperties": {},
-            "externalUrl": "https://app.abc12345.ap-south-1.privatelink.snowflakecomputing.com/#/data/databases/TEST_DB/schemas/TEST_SCHEMA/view/VIEW_2/",
-            "name": "VIEW_2",
-            "qualifiedName": "TEST_DB.TEST_SCHEMA.VIEW_2",
-            "description": "Comment for View",
-            "created": {
-                "time": 1623110400000
+        "json": [
+            {
+                "op": "add",
+                "path": "/name",
+                "value": "VIEW_2"
             },
-            "lastModified": {
-                "time": 1623110400000
+            {
+                "op": "add",
+                "path": "/description",
+                "value": "Comment for View"
             },
-            "tags": []
-        }
+            {
+                "op": "add",
+                "path": "/created",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/lastModified",
+                "value": {
+                    "time": 1623110400000
+                }
+            },
+            {
+                "op": "add",
+                "path": "/qualifiedName",
+                "value": "TEST_DB.TEST_SCHEMA.VIEW_2"
+            }
+        ]
     },
     "systemMetadata": {
         "lastObserved": 1654621200000,
-        "runId": "snowflake-2022_06_07-17_00_00",
+        "runId": "snowflake-2022_06_07-17_00_00-ad3hnf",
         "lastRunId": "no-run-id-provided"
     }
 },
diff --git a/metadata-ingestion/tests/integration/snowflake/test_snowflake.py b/metadata-ingestion/tests/integration/snowflake/test_snowflake.py
index ca694b02cff010..1d7470d24f7689 100644
--- a/metadata-ingestion/tests/integration/snowflake/test_snowflake.py
+++ b/metadata-ingestion/tests/integration/snowflake/test_snowflake.py
@@ -187,7 +187,9 @@ def test_snowflake_basic(pytestconfig, tmp_path, mock_time, mock_datahub_graph):
 
 
 @freeze_time(FROZEN_TIME)
-def test_snowflake_private_link(pytestconfig, tmp_path, mock_time, mock_datahub_graph):
+def test_snowflake_private_link_and_incremental_mcps(
+    pytestconfig, tmp_path, mock_time, mock_datahub_graph
+):
     test_resources_dir = pytestconfig.rootpath / "tests/integration/snowflake"
 
     # Run the metadata ingestion pipeline.
@@ -218,6 +220,7 @@ def test_snowflake_private_link(pytestconfig, tmp_path, mock_time, mock_datahub_
                         include_usage_stats=False,
                         format_sql_queries=True,
                         incremental_lineage=False,
+                        incremental_properties=True,
                         include_operational_stats=False,
                         platform_instance="instance1",
                         start_time=datetime(2022, 6, 6, 0, 0, 0, 0).replace(

From ff7ac480210f50b674ee9f864ad59bb4f5085cd9 Mon Sep 17 00:00:00 2001
From: Aseem Bansal <asmbansal2@gmail.com>
Date: Wed, 11 Dec 2024 16:11:08 +0530
Subject: [PATCH 32/54] fix(cli): don't use /api in gms url (#12083)

---
 metadata-ingestion/src/datahub/cli/cli_utils.py     | 2 ++
 metadata-ingestion/tests/unit/cli/test_cli_utils.py | 4 ++++
 2 files changed, 6 insertions(+)

diff --git a/metadata-ingestion/src/datahub/cli/cli_utils.py b/metadata-ingestion/src/datahub/cli/cli_utils.py
index 1b9cccb1cbc215..f80181192ba583 100644
--- a/metadata-ingestion/src/datahub/cli/cli_utils.py
+++ b/metadata-ingestion/src/datahub/cli/cli_utils.py
@@ -327,6 +327,8 @@ def _ensure_valid_gms_url_acryl_cloud(url: str) -> str:
         url = f"{url}/gms"
     elif url.endswith("acryl.io/"):
         url = f"{url}gms"
+    if url.endswith("acryl.io/api/gms"):
+        url = url.replace("acryl.io/api/gms", "acryl.io/gms")
 
     return url
 
diff --git a/metadata-ingestion/tests/unit/cli/test_cli_utils.py b/metadata-ingestion/tests/unit/cli/test_cli_utils.py
index af3a184d97e41c..c9693c75d96fe9 100644
--- a/metadata-ingestion/tests/unit/cli/test_cli_utils.py
+++ b/metadata-ingestion/tests/unit/cli/test_cli_utils.py
@@ -66,6 +66,10 @@ def test_fixup_gms_url():
     assert cli_utils.fixup_gms_url("http://localhost:8080") == "http://localhost:8080"
     assert cli_utils.fixup_gms_url("http://localhost:8080/") == "http://localhost:8080"
     assert cli_utils.fixup_gms_url("http://abc.acryl.io") == "https://abc.acryl.io/gms"
+    assert (
+        cli_utils.fixup_gms_url("http://abc.acryl.io/api/gms")
+        == "https://abc.acryl.io/gms"
+    )
 
 
 def test_guess_frontend_url_from_gms_url():

From becf51575e3be279951a9a97801ac8998218c688 Mon Sep 17 00:00:00 2001
From: Mayuri Nehate <33225191+mayurinehate@users.noreply.github.com>
Date: Wed, 11 Dec 2024 18:21:58 +0530
Subject: [PATCH 33/54] docs(ingest/athena): update recipe with aws key pair
 example (#12076)

---
 datahub-web-react/src/app/ingest/source/builder/sources.json | 2 +-
 metadata-ingestion/docs/sources/athena/athena_recipe.yml     | 5 +++++
 2 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/datahub-web-react/src/app/ingest/source/builder/sources.json b/datahub-web-react/src/app/ingest/source/builder/sources.json
index 776b6703895c35..102cce0f491e36 100644
--- a/datahub-web-react/src/app/ingest/source/builder/sources.json
+++ b/datahub-web-react/src/app/ingest/source/builder/sources.json
@@ -181,7 +181,7 @@
         "displayName": "Athena",
         "description": "Import Schemas, Tables, Views, and lineage to S3 from Athena.",
         "docsUrl": "https://datahubproject.io/docs/generated/ingestion/sources/athena/",
-        "recipe": "source:\n  type: athena\n  config:\n    # Coordinates\n    aws_region: my_aws_region\n    work_group: primary\n\n    # Options\n    s3_staging_dir: \"s3://my_staging_athena_results_bucket/results/\""
+        "recipe": "source:\n  type: athena\n  config:\n    # AWS Keys (Optional - Required only if local aws credentials are not set)\n    username: aws_access_key_id\n    password: aws_secret_access_key\n    # Coordinates\n    aws_region: my_aws_region\n    work_group: primary\n\n    # Options\n    s3_staging_dir: \"s3://my_staging_athena_results_bucket/results/\""
     },
     {
         "urn": "urn:li:dataPlatform:clickhouse",
diff --git a/metadata-ingestion/docs/sources/athena/athena_recipe.yml b/metadata-ingestion/docs/sources/athena/athena_recipe.yml
index 540d8101737a32..c93047ffed9ffc 100644
--- a/metadata-ingestion/docs/sources/athena/athena_recipe.yml
+++ b/metadata-ingestion/docs/sources/athena/athena_recipe.yml
@@ -1,6 +1,11 @@
 source:
   type: athena
   config:
+
+    # AWS Keys (Optional - Required only if local aws credentials are not set)
+    username: my_aws_access_key_id
+    password: my_aws_secret_access_key
+    
     # Coordinates
     aws_region: my_aws_region
     work_group: primary

From 54d53cfc625a1583fbd5e93b4b6bfff55b9897c6 Mon Sep 17 00:00:00 2001
From: Aseem Bansal <asmbansal2@gmail.com>
Date: Wed, 11 Dec 2024 18:24:18 +0530
Subject: [PATCH 34/54] fix(ingest/gc): minor tweak gc source (#12093)

---
 .../src/datahub/ingestion/source/gc/datahub_gc.py      | 10 +++++-----
 .../ingestion/source/gc/soft_deleted_entity_cleanup.py |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/gc/datahub_gc.py b/metadata-ingestion/src/datahub/ingestion/source/gc/datahub_gc.py
index 52807ca2a3f026..814f65ecb45cf0 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/gc/datahub_gc.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/gc/datahub_gc.py
@@ -153,11 +153,6 @@ def get_workunits_internal(
                 self.truncate_indices()
             except Exception as e:
                 self.report.failure("While trying to truncate indices ", exc=e)
-        if self.dataprocess_cleanup:
-            try:
-                yield from self.dataprocess_cleanup.get_workunits_internal()
-            except Exception as e:
-                self.report.failure("While trying to cleanup data process ", exc=e)
         if self.soft_deleted_entities_cleanup:
             try:
                 self.soft_deleted_entities_cleanup.cleanup_soft_deleted_entities()
@@ -170,6 +165,11 @@ def get_workunits_internal(
                 self.execution_request_cleanup.run()
             except Exception as e:
                 self.report.failure("While trying to cleanup execution request ", exc=e)
+        if self.dataprocess_cleanup:
+            try:
+                yield from self.dataprocess_cleanup.get_workunits_internal()
+            except Exception as e:
+                self.report.failure("While trying to cleanup data process ", exc=e)
         yield from []
 
     def truncate_indices(self) -> None:
diff --git a/metadata-ingestion/src/datahub/ingestion/source/gc/soft_deleted_entity_cleanup.py b/metadata-ingestion/src/datahub/ingestion/source/gc/soft_deleted_entity_cleanup.py
index 3b367cdea58134..bb4ab753543b7b 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/gc/soft_deleted_entity_cleanup.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/gc/soft_deleted_entity_cleanup.py
@@ -60,7 +60,7 @@ class SoftDeletedEntitiesCleanupConfig(ConfigModel):
         description="Query to filter entities",
     )
     limit_entities_delete: Optional[int] = Field(
-        10000, description="Max number of entities to delete."
+        25000, description="Max number of entities to delete."
     )
 
     runtime_limit_seconds: Optional[int] = Field(

From e6cc676b23e06da184c3324b8331acd994b112b1 Mon Sep 17 00:00:00 2001
From: Jonny Dixon <45681293+acrylJonny@users.noreply.github.com>
Date: Wed, 11 Dec 2024 12:54:47 +0000
Subject: [PATCH 35/54] fix(ingest/abs): detect jsonl schema (#11775)

---
 metadata-ingestion/src/datahub/ingestion/source/abs/source.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/abs/source.py b/metadata-ingestion/src/datahub/ingestion/source/abs/source.py
index 66f268799b2f1f..ad2bc36cf558b5 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/abs/source.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/abs/source.py
@@ -201,6 +201,10 @@ def get_fields(self, table_data: TableData, path_spec: PathSpec) -> List:
                 ).infer_schema(file)
             elif extension == ".json":
                 fields = json.JsonInferrer().infer_schema(file)
+            elif extension == ".jsonl":
+                fields = json.JsonInferrer(
+                    max_rows=self.source_config.max_rows, format="jsonl"
+                ).infer_schema(file)
             elif extension == ".avro":
                 fields = avro.AvroInferrer().infer_schema(file)
             else:

From b091e4615d915783818c1750599723b933d41267 Mon Sep 17 00:00:00 2001
From: skrydal <piotr.skrydalewicz@acryl.io>
Date: Wed, 11 Dec 2024 17:02:31 +0100
Subject: [PATCH 36/54] feat(ingest/kafka): Flag for optional schemas ingestion
 (#12077)

---
 docs/how/updating-datahub.md                  |   3 +-
 .../datahub/ingestion/source/kafka/kafka.py   |  29 +-
 .../tests/integration/kafka/kafka_to_file.yml |   1 +
 .../kafka_without_schemas_mces_golden.json    | 575 ++++++++++++++++++
 .../kafka/kafka_without_schemas_to_file.yml   |  16 +
 .../tests/integration/kafka/test_kafka.py     |   9 +-
 .../tests/unit/test_kafka_source.py           |   5 +-
 7 files changed, 620 insertions(+), 18 deletions(-)
 create mode 100644 metadata-ingestion/tests/integration/kafka/kafka_without_schemas_mces_golden.json
 create mode 100644 metadata-ingestion/tests/integration/kafka/kafka_without_schemas_to_file.yml

diff --git a/docs/how/updating-datahub.md b/docs/how/updating-datahub.md
index 8ba83768512a5f..5bc0e66fa2ff1d 100644
--- a/docs/how/updating-datahub.md
+++ b/docs/how/updating-datahub.md
@@ -31,7 +31,7 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
    urn:li:dataset:(urn:li:dataPlatform:powerbi,[<PlatformInstance>.].<WorkspaceName>.<SemanticModelName>.<TableName>,<ENV>)
   ```
 
-  The config `include_workspace_name_in_dataset_urn` is default to `false` for backward compatiblity, However, we recommend enabling this flag after performing the necessary cleanup.
+  The config `include_workspace_name_in_dataset_urn` is default to `false` for backward compatibility, However, we recommend enabling this flag after performing the necessary cleanup.
   If stateful ingestion is enabled, running ingestion with the latest CLI version will handle the cleanup automatically. Otherwise, we recommend soft deleting all powerbi data via the DataHub CLI:
   `datahub delete --platform powerbi --soft` and then re-ingest with the latest CLI version, ensuring the `include_workspace_name_in_dataset_urn` configuration is set to true.
 
@@ -39,6 +39,7 @@ This file documents any backwards-incompatible changes in DataHub and assists pe
 - #11742: For PowerBi ingestion, `use_powerbi_email` is now enabled by default when extracting ownership information.
 - #12056: The DataHub Airflow plugin no longer supports Airflow 2.1 and Airflow 2.2.
 - #12056: The DataHub Airflow plugin now defaults to the v2 plugin implementation.
+- #12077: `Kafka` source no longer ingests schemas from schema registry as separate entities by default, set `ingest_schemas_as_entities` to `true` to ingest them
 - OpenAPI Update: PIT Keep Alive parameter added to scroll. NOTE: This parameter requires the `pointInTimeCreationEnabled` feature flag to be enabled and the `elasticSearch.implementation` configuration to be `elasticsearch`. This feature is not supported for OpenSearch at this time and the parameter will not be respected without both of these set.
 - OpenAPI Update 2: Previously there was an incorrectly marked parameter named `sort` on the generic list entities endpoint for v3. This parameter is deprecated and only supports a single string value while the documentation indicates it supports a list of strings. This documentation error has been fixed and the correct field, `sortCriteria`, is now documented which supports a list of strings. 
 
diff --git a/metadata-ingestion/src/datahub/ingestion/source/kafka/kafka.py b/metadata-ingestion/src/datahub/ingestion/source/kafka/kafka.py
index 709ba431f0f87b..fa842a15ba7328 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/kafka/kafka.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/kafka/kafka.py
@@ -141,6 +141,10 @@ class KafkaSourceConfig(
         default=False,
         description="Disables the utilization of the TopicRecordNameStrategy for Schema Registry subjects. For more information, visit: https://docs.confluent.io/platform/current/schema-registry/serdes-develop/index.html#handling-differences-between-preregistered-and-client-derived-schemas:~:text=io.confluent.kafka.serializers.subject.TopicRecordNameStrategy",
     )
+    ingest_schemas_as_entities: bool = pydantic.Field(
+        default=False,
+        description="Enables ingesting schemas from schema registry as separate entities, in addition to the topics",
+    )
 
 
 def get_kafka_consumer(
@@ -343,17 +347,20 @@ def get_workunits_internal(self) -> Iterable[MetadataWorkUnit]:
             else:
                 self.report.report_dropped(topic)
 
-        # Get all subjects from schema registry and ingest them as SCHEMA DatasetSubTypes
-        for subject in self.schema_registry_client.get_subjects():
-            try:
-                yield from self._extract_record(
-                    subject, True, topic_detail=None, extra_topic_config=None
-                )
-            except Exception as e:
-                logger.warning(f"Failed to extract subject {subject}", exc_info=True)
-                self.report.report_warning(
-                    "subject", f"Exception while extracting topic {subject}: {e}"
-                )
+        if self.source_config.ingest_schemas_as_entities:
+            # Get all subjects from schema registry and ingest them as SCHEMA DatasetSubTypes
+            for subject in self.schema_registry_client.get_subjects():
+                try:
+                    yield from self._extract_record(
+                        subject, True, topic_detail=None, extra_topic_config=None
+                    )
+                except Exception as e:
+                    logger.warning(
+                        f"Failed to extract subject {subject}", exc_info=True
+                    )
+                    self.report.report_warning(
+                        "subject", f"Exception while extracting topic {subject}: {e}"
+                    )
 
     def _extract_record(
         self,
diff --git a/metadata-ingestion/tests/integration/kafka/kafka_to_file.yml b/metadata-ingestion/tests/integration/kafka/kafka_to_file.yml
index 380df845e737c6..cde21d85ed2d94 100644
--- a/metadata-ingestion/tests/integration/kafka/kafka_to_file.yml
+++ b/metadata-ingestion/tests/integration/kafka/kafka_to_file.yml
@@ -3,6 +3,7 @@ run_id: kafka-test
 source:
   type: kafka
   config:
+    ingest_schemas_as_entities: true
     connection:
       bootstrap: "localhost:29092"
       schema_registry_url: "http://localhost:28081"
diff --git a/metadata-ingestion/tests/integration/kafka/kafka_without_schemas_mces_golden.json b/metadata-ingestion/tests/integration/kafka/kafka_without_schemas_mces_golden.json
new file mode 100644
index 00000000000000..7810c8077b31d5
--- /dev/null
+++ b/metadata-ingestion/tests/integration/kafka/kafka_without_schemas_mces_golden.json
@@ -0,0 +1,575 @@
+[
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:kafka,key_topic,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.Status": {
+                        "removed": false
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "key_topic",
+                        "platform": "urn:li:dataPlatform:kafka",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "44fd7a7b325d6fdd4275b1f02a79c1a8",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.KafkaSchema": {
+                                "documentSchema": "",
+                                "keySchema": "{\"type\":\"record\",\"name\":\"UserKey\",\"namespace\":\"io.codebrews.createuserrequest\",\"doc\":\"Key schema for kafka topic\",\"fields\":[{\"name\":\"id\",\"type\":\"long\"},{\"name\":\"namespace\",\"type\":\"string\"}]}",
+                                "keySchemaType": "AVRO"
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "[version=2.0].[key=True].[type=UserKey].[type=long].id",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "id",
+                                "recursive": false,
+                                "isPartOfKey": true
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[key=True].[type=UserKey].[type=string].namespace",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "namespace",
+                                "recursive": false,
+                                "isPartOfKey": true
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/kafka"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "Partitions": "1",
+                            "Replication Factor": "1",
+                            "min.insync.replicas": "1",
+                            "retention.bytes": "-1",
+                            "retention.ms": "604800000",
+                            "cleanup.policy": "delete",
+                            "max.message.bytes": "1048588",
+                            "unclean.leader.election.enable": "false"
+                        },
+                        "name": "key_topic",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:kafka,key_topic,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Topic"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:kafka,key_topic,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": []
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:kafka,key_value_topic,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.Status": {
+                        "removed": false
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "key_value_topic",
+                        "platform": "urn:li:dataPlatform:kafka",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "a79a2fe3adab60b21d272a9cc3e93595",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.KafkaSchema": {
+                                "documentSchema": "{\"type\":\"record\",\"name\":\"CreateUserRequest\",\"namespace\":\"io.codebrews.createuserrequest\",\"doc\":\"Value schema for kafka topic\",\"fields\":[{\"name\":\"email\",\"type\":\"string\",\"tags\":[\"Email\"]},{\"name\":\"firstName\",\"type\":\"string\",\"tags\":[\"Name\"]},{\"name\":\"lastName\",\"type\":\"string\",\"tags\":[\"Name\"]}],\"tags\":[\"PII\"]}",
+                                "documentSchemaType": "AVRO",
+                                "keySchema": "{\"type\":\"record\",\"name\":\"UserKey\",\"namespace\":\"io.codebrews.createuserrequest\",\"doc\":\"Key schema for kafka topic\",\"fields\":[{\"name\":\"id\",\"type\":\"long\"},{\"name\":\"namespace\",\"type\":\"string\"}]}",
+                                "keySchemaType": "AVRO"
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "[version=2.0].[key=True].[type=UserKey].[type=long].id",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "id",
+                                "recursive": false,
+                                "isPartOfKey": true
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[key=True].[type=UserKey].[type=string].namespace",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "namespace",
+                                "recursive": false,
+                                "isPartOfKey": true
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[type=CreateUserRequest].[type=string].email",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "email",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Email"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false,
+                                "jsonProps": "{\"tags\": [\"Email\"]}"
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[type=CreateUserRequest].[type=string].firstName",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "firstName",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Name"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false,
+                                "jsonProps": "{\"tags\": [\"Name\"]}"
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[type=CreateUserRequest].[type=string].lastName",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "lastName",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Name"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false,
+                                "jsonProps": "{\"tags\": [\"Name\"]}"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/kafka"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:PII"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "Partitions": "1",
+                            "Replication Factor": "1",
+                            "min.insync.replicas": "1",
+                            "retention.bytes": "-1",
+                            "retention.ms": "604800000",
+                            "cleanup.policy": "delete",
+                            "max.message.bytes": "1048588",
+                            "unclean.leader.election.enable": "false",
+                            "Schema Name": "key_value_topic-value"
+                        },
+                        "name": "key_value_topic",
+                        "description": "Value schema for kafka topic",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:kafka,key_value_topic,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Topic"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:kafka,key_value_topic,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "domains",
+    "aspect": {
+        "json": {
+            "domains": [
+                "urn:li:domain:sales"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:kafka,key_value_topic,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": []
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:kafka,value_topic,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.Status": {
+                        "removed": false
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "value_topic",
+                        "platform": "urn:li:dataPlatform:kafka",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "62c7c400ec5760797a59c45e59c2f2dc",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.KafkaSchema": {
+                                "documentSchema": "{\"type\":\"record\",\"name\":\"CreateUserRequest\",\"namespace\":\"io.codebrews.createuserrequest\",\"doc\":\"Value schema for kafka topic\",\"fields\":[{\"name\":\"email\",\"type\":\"string\",\"tags\":[\"Email\"]},{\"name\":\"firstName\",\"type\":\"string\",\"tags\":[\"Name\"]},{\"name\":\"lastName\",\"type\":\"string\",\"tags\":[\"Name\"]}],\"tags\":[\"PII\"]}",
+                                "documentSchemaType": "AVRO",
+                                "keySchema": "\"string\"",
+                                "keySchemaType": "AVRO"
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "[version=2.0].[key=True].[type=string]",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "string",
+                                "recursive": false,
+                                "isPartOfKey": true
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[type=CreateUserRequest].[type=string].email",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "email",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Email"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false,
+                                "jsonProps": "{\"tags\": [\"Email\"]}"
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[type=CreateUserRequest].[type=string].firstName",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "firstName",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Name"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false,
+                                "jsonProps": "{\"tags\": [\"Name\"]}"
+                            },
+                            {
+                                "fieldPath": "[version=2.0].[type=CreateUserRequest].[type=string].lastName",
+                                "nullable": false,
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "lastName",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Name"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false,
+                                "jsonProps": "{\"tags\": [\"Name\"]}"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/prod/kafka"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.GlobalTags": {
+                        "tags": [
+                            {
+                                "tag": "urn:li:tag:PII"
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "Partitions": "1",
+                            "Replication Factor": "1",
+                            "min.insync.replicas": "1",
+                            "retention.bytes": "-1",
+                            "retention.ms": "604800000",
+                            "cleanup.policy": "delete",
+                            "max.message.bytes": "1048588",
+                            "unclean.leader.election.enable": "false",
+                            "Schema Name": "value_topic-value"
+                        },
+                        "name": "value_topic",
+                        "description": "Value schema for kafka topic",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:kafka,value_topic,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "Topic"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:kafka,value_topic,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": []
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:Email",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "Email"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:Name",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "Name"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:PII",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "PII"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "kafka-test",
+        "lastRunId": "no-run-id-provided"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/kafka/kafka_without_schemas_to_file.yml b/metadata-ingestion/tests/integration/kafka/kafka_without_schemas_to_file.yml
new file mode 100644
index 00000000000000..7f44e43c3c4908
--- /dev/null
+++ b/metadata-ingestion/tests/integration/kafka/kafka_without_schemas_to_file.yml
@@ -0,0 +1,16 @@
+run_id: kafka-test
+
+source:
+  type: kafka
+  config:
+    connection:
+      bootstrap: "localhost:29092"
+      schema_registry_url: "http://localhost:28081"
+    domain:
+      "urn:li:domain:sales":
+        allow:
+          - "key_value_topic"
+sink:
+  type: file
+  config:
+    filename: "./kafka_without_schemas_mces.json"
diff --git a/metadata-ingestion/tests/integration/kafka/test_kafka.py b/metadata-ingestion/tests/integration/kafka/test_kafka.py
index bf0ec1845a66c2..0d9a714625e96b 100644
--- a/metadata-ingestion/tests/integration/kafka/test_kafka.py
+++ b/metadata-ingestion/tests/integration/kafka/test_kafka.py
@@ -43,20 +43,21 @@ def mock_kafka_service(docker_compose_runner, test_resources_dir):
         yield docker_compose_runner
 
 
+@pytest.mark.parametrize("approach", ["kafka_without_schemas", "kafka"])
 @freeze_time(FROZEN_TIME)
 @pytest.mark.integration
 def test_kafka_ingest(
-    mock_kafka_service, test_resources_dir, pytestconfig, tmp_path, mock_time
+    mock_kafka_service, test_resources_dir, pytestconfig, tmp_path, mock_time, approach
 ):
     # Run the metadata ingestion pipeline.
-    config_file = (test_resources_dir / "kafka_to_file.yml").resolve()
+    config_file = (test_resources_dir / f"{approach}_to_file.yml").resolve()
     run_datahub_cmd(["ingest", "-c", f"{config_file}"], tmp_path=tmp_path)
 
     # Verify the output.
     mce_helpers.check_golden_file(
         pytestconfig,
-        output_path=tmp_path / "kafka_mces.json",
-        golden_path=test_resources_dir / "kafka_mces_golden.json",
+        output_path=tmp_path / f"{approach}_mces.json",
+        golden_path=test_resources_dir / f"{approach}_mces_golden.json",
         ignore_paths=[],
     )
 
diff --git a/metadata-ingestion/tests/unit/test_kafka_source.py b/metadata-ingestion/tests/unit/test_kafka_source.py
index cab0a2bce7ba8c..1a8afe1b956fae 100644
--- a/metadata-ingestion/tests/unit/test_kafka_source.py
+++ b/metadata-ingestion/tests/unit/test_kafka_source.py
@@ -330,6 +330,7 @@ def mock_get_latest_version(subject_name: str) -> Optional[RegisteredSchema]:
             "topic2-key": "test.acryl.Topic2Key",
             "topic2-value": "test.acryl.Topic2Value",
         },
+        "ingest_schemas_as_entities": True,
     }
     ctx = PipelineContext(run_id="test")
     kafka_source = KafkaSource.create(source_config, ctx)
@@ -478,8 +479,7 @@ def mock_get_latest_version(subject_name: str) -> Optional[RegisteredSchema]:
     kafka_source = KafkaSource.create(source_config, ctx)
 
     workunits = list(kafka_source.get_workunits())
-
-    assert len(workunits) == 6
+    assert len(workunits) == 2
     if ignore_warnings_on_schema_type:
         assert not kafka_source.report.warnings
     else:
@@ -622,6 +622,7 @@ def mock_get_latest_version(subject_name: str) -> Optional[RegisteredSchema]:
     kafka_source = KafkaSource.create(
         {
             "connection": {"bootstrap": "localhost:9092"},
+            "ingest_schemas_as_entities": True,
             "meta_mapping": {
                 "owner": {
                     "match": "^@(.*)",

From f1ef4f8e5f7e4facee5d80e71c7ce6c8051bafcc Mon Sep 17 00:00:00 2001
From: Chris Collins <chriscollins3456@gmail.com>
Date: Wed, 11 Dec 2024 13:59:14 -0500
Subject: [PATCH 37/54] feat(structuredProperties) Add new settings aspect plus
 graphql changes for structured props (#12052)

---
 .../CreateStructuredPropertyResolver.java     | 119 ++++++++---
 .../DeleteStructuredPropertyResolver.java     |  18 ++
 .../RemoveStructuredPropertiesResolver.java   |   2 +-
 .../UpdateStructuredPropertyResolver.java     | 196 +++++++++++++++---
 .../UpsertStructuredPropertiesResolver.java   |   2 +-
 .../types/chart/mappers/ChartMapper.java      |   3 +-
 .../container/mappers/ContainerMapper.java    |   4 +-
 .../corpgroup/mappers/CorpGroupMapper.java    |   3 +-
 .../corpuser/mappers/CorpUserMapper.java      |   3 +-
 .../dashboard/mappers/DashboardMapper.java    |   3 +-
 .../dataflow/mappers/DataFlowMapper.java      |   3 +-
 .../types/datajob/mappers/DataJobMapper.java  |   3 +-
 .../mappers/DataProductMapper.java            |   3 +-
 .../types/dataset/mappers/DatasetMapper.java  |   3 +-
 .../graphql/types/domain/DomainMapper.java    |   4 +-
 .../glossary/mappers/GlossaryNodeMapper.java  |   3 +-
 .../glossary/mappers/GlossaryTermMapper.java  |   3 +-
 .../mlmodel/mappers/MLFeatureMapper.java      |   3 +-
 .../mlmodel/mappers/MLFeatureTableMapper.java |   3 +-
 .../mlmodel/mappers/MLModelGroupMapper.java   |   3 +-
 .../types/mlmodel/mappers/MLModelMapper.java  |   3 +-
 .../mlmodel/mappers/MLPrimaryKeyMapper.java   |   3 +-
 .../types/schemafield/SchemaFieldMapper.java  |   3 +-
 .../StructuredPropertiesMapper.java           |  17 +-
 .../StructuredPropertyMapper.java             |  18 ++
 .../StructuredPropertyType.java               |   3 +-
 .../src/main/resources/properties.graphql     |  84 +++++++-
 .../CreateStructuredPropertyResolverTest.java | 120 ++++++++++-
 .../DeleteStructuredPropertyResolverTest.java |  91 ++++++++
 .../StructuredPropertyUtilsTest.java          |  42 ++++
 .../UpdateStructuredPropertyResolverTest.java | 102 ++++++++-
 .../models/StructuredPropertyUtils.java       |  50 +++++
 .../java/com/linkedin/metadata/Constants.java |   2 +
 .../structuredproperties.py                   |  12 +-
 .../StructuredPropertyDefinition.pdl          |  38 ++--
 .../structured/StructuredPropertySettings.pdl |  64 ++++++
 .../src/main/resources/entity-registry.yml    |   1 +
 37 files changed, 913 insertions(+), 124 deletions(-)
 create mode 100644 datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolverTest.java
 create mode 100644 datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/StructuredPropertyUtilsTest.java
 create mode 100644 metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertySettings.pdl

diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolver.java
index 328f63b893d06f..7d232748f0d93c 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolver.java
@@ -1,7 +1,8 @@
 package com.linkedin.datahub.graphql.resolvers.structuredproperties;
 
 import static com.linkedin.datahub.graphql.resolvers.ResolverUtils.bindArgument;
-import static com.linkedin.metadata.Constants.STRUCTURED_PROPERTY_ENTITY_NAME;
+import static com.linkedin.datahub.graphql.resolvers.mutate.MutationUtils.buildMetadataChangeProposalWithUrn;
+import static com.linkedin.metadata.Constants.*;
 
 import com.linkedin.common.urn.Urn;
 import com.linkedin.data.template.SetMode;
@@ -12,20 +13,24 @@
 import com.linkedin.datahub.graphql.exception.AuthorizationException;
 import com.linkedin.datahub.graphql.generated.CreateStructuredPropertyInput;
 import com.linkedin.datahub.graphql.generated.StructuredPropertyEntity;
+import com.linkedin.datahub.graphql.generated.StructuredPropertySettingsInput;
 import com.linkedin.datahub.graphql.types.structuredproperty.StructuredPropertyMapper;
 import com.linkedin.entity.EntityResponse;
 import com.linkedin.entity.client.EntityClient;
 import com.linkedin.metadata.aspect.patch.builder.StructuredPropertyDefinitionPatchBuilder;
+import com.linkedin.metadata.models.StructuredPropertyUtils;
 import com.linkedin.metadata.utils.EntityKeyUtils;
 import com.linkedin.mxe.MetadataChangeProposal;
 import com.linkedin.structured.PrimitivePropertyValue;
 import com.linkedin.structured.PropertyCardinality;
 import com.linkedin.structured.PropertyValue;
 import com.linkedin.structured.StructuredPropertyKey;
+import com.linkedin.structured.StructuredPropertySettings;
 import graphql.schema.DataFetcher;
 import graphql.schema.DataFetchingEnvironment;
+import java.util.ArrayList;
+import java.util.List;
 import java.util.Objects;
-import java.util.UUID;
 import java.util.concurrent.CompletableFuture;
 import javax.annotation.Nonnull;
 
@@ -54,40 +59,28 @@ public CompletableFuture<StructuredPropertyEntity> get(final DataFetchingEnviron
                   "Unable to create structured property. Please contact your admin.");
             }
             final StructuredPropertyKey key = new StructuredPropertyKey();
-            final String id = input.getId() != null ? input.getId() : UUID.randomUUID().toString();
+            final String id =
+                StructuredPropertyUtils.getPropertyId(input.getId(), input.getQualifiedName());
             key.setId(id);
             final Urn propertyUrn =
                 EntityKeyUtils.convertEntityKeyToUrn(key, STRUCTURED_PROPERTY_ENTITY_NAME);
-            StructuredPropertyDefinitionPatchBuilder builder =
-                new StructuredPropertyDefinitionPatchBuilder().urn(propertyUrn);
-
-            builder.setQualifiedName(input.getQualifiedName());
-            builder.setValueType(input.getValueType());
-            input.getEntityTypes().forEach(builder::addEntityType);
-            if (input.getDisplayName() != null) {
-              builder.setDisplayName(input.getDisplayName());
-            }
-            if (input.getDescription() != null) {
-              builder.setDescription(input.getDescription());
-            }
-            if (input.getImmutable() != null) {
-              builder.setImmutable(input.getImmutable());
-            }
-            if (input.getTypeQualifier() != null) {
-              buildTypeQualifier(input, builder);
-            }
-            if (input.getAllowedValues() != null) {
-              buildAllowedValues(input, builder);
+
+            if (_entityClient.exists(context.getOperationContext(), propertyUrn)) {
+              throw new IllegalArgumentException(
+                  "A structured property already exists with this urn");
             }
-            if (input.getCardinality() != null) {
-              builder.setCardinality(
-                  PropertyCardinality.valueOf(input.getCardinality().toString()));
+
+            List<MetadataChangeProposal> mcps = new ArrayList<>();
+
+            // first, create the property definition itself
+            mcps.add(createPropertyDefinition(context, propertyUrn, id, input));
+
+            // then add the settings aspect if we're adding any settings inputs
+            if (input.getSettings() != null) {
+              mcps.add(createPropertySettings(context, propertyUrn, input.getSettings()));
             }
-            builder.setCreated(context.getOperationContext().getAuditStamp());
-            builder.setLastModified(context.getOperationContext().getAuditStamp());
 
-            MetadataChangeProposal mcp = builder.build();
-            _entityClient.ingestProposal(context.getOperationContext(), mcp, false);
+            _entityClient.batchIngestProposals(context.getOperationContext(), mcps, false);
 
             EntityResponse response =
                 _entityClient.getV2(
@@ -103,6 +96,72 @@ public CompletableFuture<StructuredPropertyEntity> get(final DataFetchingEnviron
         });
   }
 
+  private MetadataChangeProposal createPropertySettings(
+      @Nonnull final QueryContext context,
+      @Nonnull final Urn propertyUrn,
+      final StructuredPropertySettingsInput settingsInput)
+      throws Exception {
+    StructuredPropertySettings settings = new StructuredPropertySettings();
+
+    if (settingsInput.getIsHidden() != null) {
+      settings.setIsHidden(settingsInput.getIsHidden());
+    }
+    if (settingsInput.getShowInSearchFilters() != null) {
+      settings.setShowInSearchFilters(settingsInput.getShowInSearchFilters());
+    }
+    if (settingsInput.getShowInAssetSummary() != null) {
+      settings.setShowInAssetSummary(settingsInput.getShowInAssetSummary());
+    }
+    if (settingsInput.getShowAsAssetBadge() != null) {
+      settings.setShowAsAssetBadge(settingsInput.getShowAsAssetBadge());
+    }
+    if (settingsInput.getShowInColumnsTable() != null) {
+      settings.setShowInColumnsTable(settingsInput.getShowInColumnsTable());
+    }
+    settings.setLastModified(context.getOperationContext().getAuditStamp());
+
+    StructuredPropertyUtils.validatePropertySettings(settings, true);
+
+    return buildMetadataChangeProposalWithUrn(
+        propertyUrn, STRUCTURED_PROPERTY_SETTINGS_ASPECT_NAME, settings);
+  }
+
+  private MetadataChangeProposal createPropertyDefinition(
+      @Nonnull final QueryContext context,
+      @Nonnull final Urn propertyUrn,
+      @Nonnull final String id,
+      final CreateStructuredPropertyInput input)
+      throws Exception {
+    StructuredPropertyDefinitionPatchBuilder builder =
+        new StructuredPropertyDefinitionPatchBuilder().urn(propertyUrn);
+
+    builder.setQualifiedName(id);
+    builder.setValueType(input.getValueType());
+    input.getEntityTypes().forEach(builder::addEntityType);
+    if (input.getDisplayName() != null) {
+      builder.setDisplayName(input.getDisplayName());
+    }
+    if (input.getDescription() != null) {
+      builder.setDescription(input.getDescription());
+    }
+    if (input.getImmutable() != null) {
+      builder.setImmutable(input.getImmutable());
+    }
+    if (input.getTypeQualifier() != null) {
+      buildTypeQualifier(input, builder);
+    }
+    if (input.getAllowedValues() != null) {
+      buildAllowedValues(input, builder);
+    }
+    if (input.getCardinality() != null) {
+      builder.setCardinality(PropertyCardinality.valueOf(input.getCardinality().toString()));
+    }
+    builder.setCreated(context.getOperationContext().getAuditStamp());
+    builder.setLastModified(context.getOperationContext().getAuditStamp());
+
+    return builder.build();
+  }
+
   private void buildTypeQualifier(
       @Nonnull final CreateStructuredPropertyInput input,
       @Nonnull final StructuredPropertyDefinitionPatchBuilder builder) {
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolver.java
index e7d59494654fdd..58f8d340fcc074 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolver.java
@@ -6,6 +6,7 @@
 import com.linkedin.common.urn.UrnUtils;
 import com.linkedin.datahub.graphql.QueryContext;
 import com.linkedin.datahub.graphql.authorization.AuthorizationUtils;
+import com.linkedin.datahub.graphql.concurrency.GraphQLConcurrencyUtils;
 import com.linkedin.datahub.graphql.exception.AuthorizationException;
 import com.linkedin.datahub.graphql.generated.DeleteStructuredPropertyInput;
 import com.linkedin.entity.client.EntityClient;
@@ -42,6 +43,23 @@ public CompletableFuture<Boolean> get(final DataFetchingEnvironment environment)
                   "Unable to delete structured property. Please contact your admin.");
             }
             _entityClient.deleteEntity(context.getOperationContext(), propertyUrn);
+            // Asynchronously Delete all references to the entity (to return quickly)
+            GraphQLConcurrencyUtils.supplyAsync(
+                () -> {
+                  try {
+                    _entityClient.deleteEntityReferences(
+                        context.getOperationContext(), propertyUrn);
+                  } catch (Exception e) {
+                    log.error(
+                        String.format(
+                            "Caught exception while attempting to clear all entity references for Structured Property with urn %s",
+                            propertyUrn),
+                        e);
+                  }
+                  return null;
+                },
+                this.getClass().getSimpleName(),
+                "get");
             return true;
           } catch (Exception e) {
             throw new RuntimeException(
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/RemoveStructuredPropertiesResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/RemoveStructuredPropertiesResolver.java
index ea8c6dac36a4af..313e0a16d8916d 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/RemoveStructuredPropertiesResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/RemoveStructuredPropertiesResolver.java
@@ -93,7 +93,7 @@ public CompletableFuture<com.linkedin.datahub.graphql.generated.StructuredProper
                         .getValue()
                         .data());
 
-            return StructuredPropertiesMapper.map(context, structuredProperties);
+            return StructuredPropertiesMapper.map(context, structuredProperties, assetUrn);
           } catch (Exception e) {
             throw new RuntimeException(
                 String.format("Failed to perform update against input %s", input), e);
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolver.java
index f5c101ba2bf64c..6bbe2eec5e1e23 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolver.java
@@ -1,8 +1,8 @@
 package com.linkedin.datahub.graphql.resolvers.structuredproperties;
 
 import static com.linkedin.datahub.graphql.resolvers.ResolverUtils.bindArgument;
-import static com.linkedin.metadata.Constants.STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME;
-import static com.linkedin.metadata.Constants.STRUCTURED_PROPERTY_ENTITY_NAME;
+import static com.linkedin.datahub.graphql.resolvers.mutate.MutationUtils.buildMetadataChangeProposalWithUrn;
+import static com.linkedin.metadata.Constants.*;
 
 import com.linkedin.common.urn.Urn;
 import com.linkedin.common.urn.UrnUtils;
@@ -13,18 +13,23 @@
 import com.linkedin.datahub.graphql.authorization.AuthorizationUtils;
 import com.linkedin.datahub.graphql.exception.AuthorizationException;
 import com.linkedin.datahub.graphql.generated.StructuredPropertyEntity;
+import com.linkedin.datahub.graphql.generated.StructuredPropertySettingsInput;
 import com.linkedin.datahub.graphql.generated.UpdateStructuredPropertyInput;
 import com.linkedin.datahub.graphql.types.structuredproperty.StructuredPropertyMapper;
 import com.linkedin.entity.EntityResponse;
 import com.linkedin.entity.client.EntityClient;
 import com.linkedin.metadata.aspect.patch.builder.StructuredPropertyDefinitionPatchBuilder;
+import com.linkedin.metadata.models.StructuredPropertyUtils;
 import com.linkedin.mxe.MetadataChangeProposal;
 import com.linkedin.structured.PrimitivePropertyValue;
 import com.linkedin.structured.PropertyCardinality;
 import com.linkedin.structured.PropertyValue;
 import com.linkedin.structured.StructuredPropertyDefinition;
+import com.linkedin.structured.StructuredPropertySettings;
 import graphql.schema.DataFetcher;
 import graphql.schema.DataFetchingEnvironment;
+import java.util.ArrayList;
+import java.util.List;
 import java.util.Objects;
 import java.util.concurrent.CompletableFuture;
 import javax.annotation.Nonnull;
@@ -57,36 +62,24 @@ public CompletableFuture<StructuredPropertyEntity> get(final DataFetchingEnviron
                   "Unable to update structured property. Please contact your admin.");
             }
             final Urn propertyUrn = UrnUtils.getUrn(input.getUrn());
-            StructuredPropertyDefinition existingDefinition =
+            final EntityResponse entityResponse =
                 getExistingStructuredProperty(context, propertyUrn);
-            StructuredPropertyDefinitionPatchBuilder builder =
-                new StructuredPropertyDefinitionPatchBuilder().urn(propertyUrn);
 
-            if (input.getDisplayName() != null) {
-              builder.setDisplayName(input.getDisplayName());
-            }
-            if (input.getDescription() != null) {
-              builder.setDescription(input.getDescription());
-            }
-            if (input.getImmutable() != null) {
-              builder.setImmutable(input.getImmutable());
-            }
-            if (input.getTypeQualifier() != null) {
-              buildTypeQualifier(input, builder, existingDefinition);
-            }
-            if (input.getNewAllowedValues() != null) {
-              buildAllowedValues(input, builder);
-            }
-            if (input.getSetCardinalityAsMultiple() != null) {
-              builder.setCardinality(PropertyCardinality.MULTIPLE);
+            List<MetadataChangeProposal> mcps = new ArrayList<>();
+
+            // first update the definition aspect if we need to
+            MetadataChangeProposal definitionMcp =
+                updateDefinition(input, context, propertyUrn, entityResponse);
+            if (definitionMcp != null) {
+              mcps.add(definitionMcp);
             }
-            if (input.getNewEntityTypes() != null) {
-              input.getNewEntityTypes().forEach(builder::addEntityType);
+
+            // then update the settings aspect if we need to
+            if (input.getSettings() != null) {
+              mcps.add(updateSettings(context, input.getSettings(), propertyUrn, entityResponse));
             }
-            builder.setLastModified(context.getOperationContext().getAuditStamp());
 
-            MetadataChangeProposal mcp = builder.build();
-            _entityClient.ingestProposal(context.getOperationContext(), mcp, false);
+            _entityClient.batchIngestProposals(context.getOperationContext(), mcps, false);
 
             EntityResponse response =
                 _entityClient.getV2(
@@ -102,6 +95,120 @@ public CompletableFuture<StructuredPropertyEntity> get(final DataFetchingEnviron
         });
   }
 
+  private boolean hasSettingsChanged(
+      StructuredPropertySettings existingSettings, StructuredPropertySettingsInput settingsInput) {
+    if (settingsInput.getIsHidden() != null
+        && !existingSettings.isIsHidden().equals(settingsInput.getIsHidden())) {
+      return true;
+    }
+    if (settingsInput.getShowInSearchFilters() != null
+        && !existingSettings
+            .isShowInSearchFilters()
+            .equals(settingsInput.getShowInSearchFilters())) {
+      return true;
+    }
+    if (settingsInput.getShowInAssetSummary() != null
+        && !existingSettings.isShowInAssetSummary().equals(settingsInput.getShowInAssetSummary())) {
+      return true;
+    }
+    if (settingsInput.getShowAsAssetBadge() != null
+        && !existingSettings.isShowAsAssetBadge().equals(settingsInput.getShowAsAssetBadge())) {
+      return true;
+    }
+    if (settingsInput.getShowInColumnsTable() != null
+        && !existingSettings.isShowInColumnsTable().equals(settingsInput.getShowInColumnsTable())) {
+      return true;
+    }
+    return false;
+  }
+
+  private MetadataChangeProposal updateSettings(
+      @Nonnull final QueryContext context,
+      @Nonnull final StructuredPropertySettingsInput settingsInput,
+      @Nonnull final Urn propertyUrn,
+      @Nonnull final EntityResponse entityResponse)
+      throws Exception {
+    StructuredPropertySettings existingSettings =
+        getExistingStructuredPropertySettings(entityResponse);
+    // check if settings has changed to determine if we should update the timestamp
+    boolean hasChanged = hasSettingsChanged(existingSettings, settingsInput);
+    if (hasChanged) {
+      existingSettings.setLastModified(context.getOperationContext().getAuditStamp());
+    }
+
+    if (settingsInput.getIsHidden() != null) {
+      existingSettings.setIsHidden(settingsInput.getIsHidden());
+    }
+    if (settingsInput.getShowInSearchFilters() != null) {
+      existingSettings.setShowInSearchFilters(settingsInput.getShowInSearchFilters());
+    }
+    if (settingsInput.getShowInAssetSummary() != null) {
+      existingSettings.setShowInAssetSummary(settingsInput.getShowInAssetSummary());
+    }
+    if (settingsInput.getShowAsAssetBadge() != null) {
+      existingSettings.setShowAsAssetBadge(settingsInput.getShowAsAssetBadge());
+    }
+    if (settingsInput.getShowInColumnsTable() != null) {
+      existingSettings.setShowInColumnsTable(settingsInput.getShowInColumnsTable());
+    }
+
+    StructuredPropertyUtils.validatePropertySettings(existingSettings, true);
+
+    return buildMetadataChangeProposalWithUrn(
+        propertyUrn, STRUCTURED_PROPERTY_SETTINGS_ASPECT_NAME, existingSettings);
+  }
+
+  private MetadataChangeProposal updateDefinition(
+      @Nonnull final UpdateStructuredPropertyInput input,
+      @Nonnull final QueryContext context,
+      @Nonnull final Urn propertyUrn,
+      @Nonnull final EntityResponse entityResponse)
+      throws Exception {
+    StructuredPropertyDefinition existingDefinition =
+        getExistingStructuredPropertyDefinition(entityResponse);
+    StructuredPropertyDefinitionPatchBuilder builder =
+        new StructuredPropertyDefinitionPatchBuilder().urn(propertyUrn);
+
+    boolean hasUpdatedDefinition = false;
+
+    if (input.getDisplayName() != null) {
+      builder.setDisplayName(input.getDisplayName());
+      hasUpdatedDefinition = true;
+    }
+    if (input.getDescription() != null) {
+      builder.setDescription(input.getDescription());
+      hasUpdatedDefinition = true;
+    }
+    if (input.getImmutable() != null) {
+      builder.setImmutable(input.getImmutable());
+      hasUpdatedDefinition = true;
+    }
+    if (input.getTypeQualifier() != null) {
+      buildTypeQualifier(input, builder, existingDefinition);
+      hasUpdatedDefinition = true;
+    }
+    if (input.getNewAllowedValues() != null) {
+      buildAllowedValues(input, builder);
+      hasUpdatedDefinition = true;
+    }
+    if (input.getSetCardinalityAsMultiple() != null
+        && input.getSetCardinalityAsMultiple().equals(true)) {
+      builder.setCardinality(PropertyCardinality.MULTIPLE);
+      hasUpdatedDefinition = true;
+    }
+    if (input.getNewEntityTypes() != null) {
+      input.getNewEntityTypes().forEach(builder::addEntityType);
+      hasUpdatedDefinition = true;
+    }
+
+    if (hasUpdatedDefinition) {
+      builder.setLastModified(context.getOperationContext().getAuditStamp());
+
+      return builder.build();
+    }
+    return null;
+  }
+
   private void buildTypeQualifier(
       @Nonnull final UpdateStructuredPropertyInput input,
       @Nonnull final StructuredPropertyDefinitionPatchBuilder builder,
@@ -141,17 +248,40 @@ private void buildAllowedValues(
             });
   }
 
-  private StructuredPropertyDefinition getExistingStructuredProperty(
+  private EntityResponse getExistingStructuredProperty(
       @Nonnull final QueryContext context, @Nonnull final Urn propertyUrn) throws Exception {
-    EntityResponse response =
-        _entityClient.getV2(
-            context.getOperationContext(), STRUCTURED_PROPERTY_ENTITY_NAME, propertyUrn, null);
+    return _entityClient.getV2(
+        context.getOperationContext(), STRUCTURED_PROPERTY_ENTITY_NAME, propertyUrn, null);
+  }
 
+  private StructuredPropertyDefinition getExistingStructuredPropertyDefinition(
+      EntityResponse response) throws Exception {
     if (response != null
         && response.getAspects().containsKey(STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME)) {
       return new StructuredPropertyDefinition(
-          response.getAspects().get(STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME).getValue().data());
+          response
+              .getAspects()
+              .get(STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME)
+              .getValue()
+              .data()
+              .copy());
     }
-    return null;
+    throw new IllegalArgumentException(
+        "Attempting to update a structured property with no definition aspect.");
+  }
+
+  private StructuredPropertySettings getExistingStructuredPropertySettings(EntityResponse response)
+      throws Exception {
+    if (response != null
+        && response.getAspects().containsKey(STRUCTURED_PROPERTY_SETTINGS_ASPECT_NAME)) {
+      return new StructuredPropertySettings(
+          response
+              .getAspects()
+              .get(STRUCTURED_PROPERTY_SETTINGS_ASPECT_NAME)
+              .getValue()
+              .data()
+              .copy());
+    }
+    return new StructuredPropertySettings();
   }
 }
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpsertStructuredPropertiesResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpsertStructuredPropertiesResolver.java
index 770c8a0d749c38..6c1d7949332fbe 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpsertStructuredPropertiesResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpsertStructuredPropertiesResolver.java
@@ -103,7 +103,7 @@ public CompletableFuture<com.linkedin.datahub.graphql.generated.StructuredProper
             _entityClient.ingestProposal(
                 context.getOperationContext(), structuredPropertiesProposal, false);
 
-            return StructuredPropertiesMapper.map(context, structuredProperties);
+            return StructuredPropertiesMapper.map(context, structuredProperties, assetUrn);
           } catch (Exception e) {
             throw new RuntimeException(
                 String.format("Failed to perform update against input %s", input), e);
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/chart/mappers/ChartMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/chart/mappers/ChartMapper.java
index 561c3b9bec1e03..e23eaa9e5c1ec1 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/chart/mappers/ChartMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/chart/mappers/ChartMapper.java
@@ -142,7 +142,8 @@ public Chart apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((chart, dataMap) ->
             chart.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/container/mappers/ContainerMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/container/mappers/ContainerMapper.java
index 02357b3ddc349e..7ac00c46475bce 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/container/mappers/ContainerMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/container/mappers/ContainerMapper.java
@@ -161,7 +161,9 @@ public static Container map(
     if (envelopedStructuredProps != null) {
       result.setStructuredProperties(
           StructuredPropertiesMapper.map(
-              context, new StructuredProperties(envelopedStructuredProps.getValue().data())));
+              context,
+              new StructuredProperties(envelopedStructuredProps.getValue().data()),
+              entityUrn));
     }
 
     final EnvelopedAspect envelopedForms = aspects.get(FORMS_ASPECT_NAME);
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpgroup/mappers/CorpGroupMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpgroup/mappers/CorpGroupMapper.java
index 6246cf64bbf7f8..010816431f54de 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpgroup/mappers/CorpGroupMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpgroup/mappers/CorpGroupMapper.java
@@ -59,7 +59,8 @@ public CorpGroup apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpuser/mappers/CorpUserMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpuser/mappers/CorpUserMapper.java
index 4fa278983399b1..a94b555daebdfb 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpuser/mappers/CorpUserMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/corpuser/mappers/CorpUserMapper.java
@@ -88,7 +88,8 @@ public CorpUser apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dashboard/mappers/DashboardMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dashboard/mappers/DashboardMapper.java
index 4fa52b11365641..fd1c7a5db2a79d 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dashboard/mappers/DashboardMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dashboard/mappers/DashboardMapper.java
@@ -142,7 +142,8 @@ public Dashboard apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((dashboard, dataMap) ->
             dashboard.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataflow/mappers/DataFlowMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataflow/mappers/DataFlowMapper.java
index 9e2612f60abda1..44bc6a99eae4bb 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataflow/mappers/DataFlowMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataflow/mappers/DataFlowMapper.java
@@ -114,7 +114,8 @@ public DataFlow apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/datajob/mappers/DataJobMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/datajob/mappers/DataJobMapper.java
index d7da875bc2a29f..772871d77f2175 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/datajob/mappers/DataJobMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/datajob/mappers/DataJobMapper.java
@@ -135,7 +135,8 @@ public DataJob apply(
                 result.setSubTypes(SubTypesMapper.map(context, new SubTypes(data)));
               } else if (STRUCTURED_PROPERTIES_ASPECT_NAME.equals(name)) {
                 result.setStructuredProperties(
-                    StructuredPropertiesMapper.map(context, new StructuredProperties(data)));
+                    StructuredPropertiesMapper.map(
+                        context, new StructuredProperties(data), entityUrn));
               } else if (FORMS_ASPECT_NAME.equals(name)) {
                 result.setForms(FormsMapper.map(new Forms(data), entityUrn.toString()));
               }
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataproduct/mappers/DataProductMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataproduct/mappers/DataProductMapper.java
index 08637dbfd01edc..8693ec97f1a2ee 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataproduct/mappers/DataProductMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataproduct/mappers/DataProductMapper.java
@@ -92,7 +92,8 @@ public DataProduct apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataset/mappers/DatasetMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataset/mappers/DatasetMapper.java
index 0869463ba73ac2..e411014c23c89b 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataset/mappers/DatasetMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/dataset/mappers/DatasetMapper.java
@@ -173,7 +173,8 @@ public Dataset apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((dataset, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/domain/DomainMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/domain/DomainMapper.java
index 7d05e0862a96da..ffcb94a0b7e29e 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/domain/DomainMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/domain/DomainMapper.java
@@ -71,7 +71,9 @@ public static Domain map(@Nullable QueryContext context, final EntityResponse en
     if (envelopedStructuredProps != null) {
       result.setStructuredProperties(
           StructuredPropertiesMapper.map(
-              context, new StructuredProperties(envelopedStructuredProps.getValue().data())));
+              context,
+              new StructuredProperties(envelopedStructuredProps.getValue().data()),
+              entityUrn));
     }
 
     final EnvelopedAspect envelopedForms = aspects.get(FORMS_ASPECT_NAME);
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryNodeMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryNodeMapper.java
index 4912d18614f415..a694b62999080e 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryNodeMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryNodeMapper.java
@@ -59,7 +59,8 @@ public GlossaryNode apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryTermMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryTermMapper.java
index 1274646f45ec49..e309ffad84df58 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryTermMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/glossary/mappers/GlossaryTermMapper.java
@@ -90,7 +90,8 @@ public GlossaryTerm apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureMapper.java
index a4f3aa7a0e2261..d5eb1a15624dc3 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureMapper.java
@@ -115,7 +115,8 @@ public MLFeature apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((mlFeature, dataMap) ->
             mlFeature.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureTableMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureTableMapper.java
index 30bf4dda1cf4fd..51d3004d97a619 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureTableMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLFeatureTableMapper.java
@@ -117,7 +117,8 @@ public MLFeatureTable apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((mlFeatureTable, dataMap) ->
             mlFeatureTable.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelGroupMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelGroupMapper.java
index 7e99040e44c82e..6e3da1c1533926 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelGroupMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelGroupMapper.java
@@ -112,7 +112,8 @@ public MLModelGroup apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((mlModelGroup, dataMap) ->
             mlModelGroup.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelMapper.java
index a3bc5c663c89ae..7102fd4aed9743 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLModelMapper.java
@@ -174,7 +174,8 @@ public MLModel apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((dataset, dataMap) ->
             dataset.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLPrimaryKeyMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLPrimaryKeyMapper.java
index 36784f96ea30ea..c446c892cb2231 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLPrimaryKeyMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mlmodel/mappers/MLPrimaryKeyMapper.java
@@ -112,7 +112,8 @@ public MLPrimaryKey apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((entity, dataMap) ->
             entity.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         FORMS_ASPECT_NAME,
         ((entity, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/schemafield/SchemaFieldMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/schemafield/SchemaFieldMapper.java
index b1f27357d45504..30eac54aede9bb 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/schemafield/SchemaFieldMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/schemafield/SchemaFieldMapper.java
@@ -41,7 +41,8 @@ public SchemaFieldEntity apply(
         STRUCTURED_PROPERTIES_ASPECT_NAME,
         ((schemaField, dataMap) ->
             schemaField.setStructuredProperties(
-                StructuredPropertiesMapper.map(context, new StructuredProperties(dataMap)))));
+                StructuredPropertiesMapper.map(
+                    context, new StructuredProperties(dataMap), entityUrn))));
     mappingHelper.mapToResult(
         BUSINESS_ATTRIBUTE_ASPECT,
         (((schemaField, dataMap) ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertiesMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertiesMapper.java
index dc1ff7ca329714..4f155903c055b1 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertiesMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertiesMapper.java
@@ -25,23 +25,29 @@ public class StructuredPropertiesMapper {
   public static final StructuredPropertiesMapper INSTANCE = new StructuredPropertiesMapper();
 
   public static com.linkedin.datahub.graphql.generated.StructuredProperties map(
-      @Nullable QueryContext context, @Nonnull final StructuredProperties structuredProperties) {
-    return INSTANCE.apply(context, structuredProperties);
+      @Nullable QueryContext context,
+      @Nonnull final StructuredProperties structuredProperties,
+      @Nonnull final Urn entityUrn) {
+    return INSTANCE.apply(context, structuredProperties, entityUrn);
   }
 
   public com.linkedin.datahub.graphql.generated.StructuredProperties apply(
-      @Nullable QueryContext context, @Nonnull final StructuredProperties structuredProperties) {
+      @Nullable QueryContext context,
+      @Nonnull final StructuredProperties structuredProperties,
+      @Nonnull final Urn entityUrn) {
     com.linkedin.datahub.graphql.generated.StructuredProperties result =
         new com.linkedin.datahub.graphql.generated.StructuredProperties();
     result.setProperties(
         structuredProperties.getProperties().stream()
-            .map(p -> mapStructuredProperty(context, p))
+            .map(p -> mapStructuredProperty(context, p, entityUrn))
             .collect(Collectors.toList()));
     return result;
   }
 
   private StructuredPropertiesEntry mapStructuredProperty(
-      @Nullable QueryContext context, StructuredPropertyValueAssignment valueAssignment) {
+      @Nullable QueryContext context,
+      StructuredPropertyValueAssignment valueAssignment,
+      @Nonnull final Urn entityUrn) {
     StructuredPropertiesEntry entry = new StructuredPropertiesEntry();
     entry.setStructuredProperty(createStructuredPropertyEntity(valueAssignment));
     final List<PropertyValue> values = new ArrayList<>();
@@ -58,6 +64,7 @@ private StructuredPropertiesEntry mapStructuredProperty(
             });
     entry.setValues(values);
     entry.setValueEntities(entities);
+    entry.setAssociatedUrn(entityUrn.toString());
     return entry;
   }
 
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyMapper.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyMapper.java
index c539c65118ac6d..5dc73d9ad09388 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyMapper.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyMapper.java
@@ -17,6 +17,7 @@
 import com.linkedin.datahub.graphql.generated.StringValue;
 import com.linkedin.datahub.graphql.generated.StructuredPropertyDefinition;
 import com.linkedin.datahub.graphql.generated.StructuredPropertyEntity;
+import com.linkedin.datahub.graphql.generated.StructuredPropertySettings;
 import com.linkedin.datahub.graphql.generated.TypeQualifier;
 import com.linkedin.datahub.graphql.types.common.mappers.util.MappingHelper;
 import com.linkedin.datahub.graphql.types.mappers.MapperUtils;
@@ -55,6 +56,8 @@ public StructuredPropertyEntity apply(
     MappingHelper<StructuredPropertyEntity> mappingHelper = new MappingHelper<>(aspectMap, result);
     mappingHelper.mapToResult(
         STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME, (this::mapStructuredPropertyDefinition));
+    mappingHelper.mapToResult(
+        STRUCTURED_PROPERTY_SETTINGS_ASPECT_NAME, (this::mapStructuredPropertySettings));
     return mappingHelper.getResult();
   }
 
@@ -112,6 +115,21 @@ private List<AllowedValue> mapAllowedValues(@Nonnull PropertyValueArray gmsValue
     return allowedValues;
   }
 
+  private void mapStructuredPropertySettings(
+      @Nonnull StructuredPropertyEntity extendedProperty, @Nonnull DataMap dataMap) {
+    com.linkedin.structured.StructuredPropertySettings gmsSettings =
+        new com.linkedin.structured.StructuredPropertySettings(dataMap);
+    StructuredPropertySettings settings = new StructuredPropertySettings();
+
+    settings.setIsHidden(gmsSettings.isIsHidden());
+    settings.setShowInSearchFilters(gmsSettings.isShowInSearchFilters());
+    settings.setShowInAssetSummary(gmsSettings.isShowInAssetSummary());
+    settings.setShowAsAssetBadge(gmsSettings.isShowAsAssetBadge());
+    settings.setShowInColumnsTable(gmsSettings.isShowInColumnsTable());
+
+    extendedProperty.setSettings(settings);
+  }
+
   private DataTypeEntity createDataTypeEntity(final Urn dataTypeUrn) {
     final DataTypeEntity dataType = new DataTypeEntity();
     dataType.setUrn(dataTypeUrn.toString());
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyType.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyType.java
index 22e161d320f215..e451e96a3e84d9 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyType.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/structuredproperty/StructuredPropertyType.java
@@ -27,7 +27,8 @@ public class StructuredPropertyType
     implements com.linkedin.datahub.graphql.types.EntityType<StructuredPropertyEntity, String> {
 
   public static final Set<String> ASPECTS_TO_FETCH =
-      ImmutableSet.of(STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME);
+      ImmutableSet.of(
+          STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME, STRUCTURED_PROPERTY_SETTINGS_ASPECT_NAME);
   private final EntityClient _entityClient;
 
   @Override
diff --git a/datahub-graphql-core/src/main/resources/properties.graphql b/datahub-graphql-core/src/main/resources/properties.graphql
index 292381d064f362..ff20caa50bf036 100644
--- a/datahub-graphql-core/src/main/resources/properties.graphql
+++ b/datahub-graphql-core/src/main/resources/properties.graphql
@@ -49,6 +49,11 @@ type StructuredPropertyEntity implements Entity {
     """
     definition: StructuredPropertyDefinition!
 
+    """
+    Definition of this structured property including its name
+    """
+    settings: StructuredPropertySettings
+
     """
     Granular API for querying edges extending from this entity
     """
@@ -117,6 +122,36 @@ type StructuredPropertyDefinition {
     lastModified: ResolvedAuditStamp
 }
 
+"""
+Settings specific to a structured property entity
+"""
+type StructuredPropertySettings {
+    """
+    Whether or not this asset should be hidden in the main application
+    """
+    isHidden: Boolean!
+
+    """
+    Whether or not this asset should be displayed as a search filter
+    """
+    showInSearchFilters: Boolean!
+
+    """
+    Whether or not this asset should be displayed in the asset sidebar
+    """
+    showInAssetSummary: Boolean!
+
+    """
+    Whether or not this asset should be displayed as an asset badge on other asset's headers
+    """
+    showAsAssetBadge: Boolean!
+
+    """
+    Whether or not this asset should be displayed as a column in the schema field table in a Dataset's "Columns" tab.
+    """
+    showInColumnsTable: Boolean!
+}
+
 """
 An entry for an allowed value for a structured property
 """
@@ -202,6 +237,11 @@ type StructuredPropertiesEntry {
     The optional entities associated with the values if the values are entity urns
     """
     valueEntities: [Entity]
+
+    """
+    The urn of the entity this property came from for tracking purposes e.g. when sibling nodes are merged together
+    """
+    associatedUrn: String!
 }
 
 """
@@ -330,8 +370,9 @@ input CreateStructuredPropertyInput {
 
     """
     The unique fully qualified name of this structured property, dot delimited.
+    This will be required to match the ID of this structured property.
     """
-    qualifiedName: String!
+    qualifiedName: String
 
     """
     The optional display name for this property
@@ -375,6 +416,11 @@ input CreateStructuredPropertyInput {
     For example: ["urn:li:entityType:datahub.dataset"]
     """
     entityTypes: [String!]!
+
+    """
+    Settings for this structured property
+    """
+    settings: StructuredPropertySettingsInput
 }
 
 """
@@ -455,6 +501,11 @@ input UpdateStructuredPropertyInput {
     For backwards compatibility, this is append only.
     """
     newEntityTypes: [String!]
+
+    """
+    Settings for this structured property
+    """
+    settings: StructuredPropertySettingsInput
 }
 
 """
@@ -477,3 +528,34 @@ input DeleteStructuredPropertyInput {
     """
     urn: String!
 }
+
+"""
+Settings for a structured property
+"""
+input StructuredPropertySettingsInput {
+    """
+    Whether or not this asset should be hidden in the main application
+    """
+    isHidden: Boolean
+
+    """
+    Whether or not this asset should be displayed as a search filter
+    """
+    showInSearchFilters: Boolean
+
+    """
+    Whether or not this asset should be displayed in the asset sidebar
+    """
+    showInAssetSummary: Boolean
+
+    """
+    Whether or not this asset should be displayed as an asset badge on other asset's headers
+    """
+    showAsAssetBadge: Boolean
+
+    """
+    Whether or not this asset should be displayed as a column in the schema field table in a Dataset's "Columns" tab.
+    """
+    showInColumnsTable: Boolean
+}
+
diff --git a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolverTest.java b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolverTest.java
index 72cdb78542e414..fec2251f92b63f 100644
--- a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolverTest.java
+++ b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/CreateStructuredPropertyResolverTest.java
@@ -10,11 +10,11 @@
 import com.linkedin.datahub.graphql.QueryContext;
 import com.linkedin.datahub.graphql.generated.CreateStructuredPropertyInput;
 import com.linkedin.datahub.graphql.generated.StructuredPropertyEntity;
+import com.linkedin.datahub.graphql.generated.StructuredPropertySettingsInput;
 import com.linkedin.entity.EntityResponse;
 import com.linkedin.entity.EnvelopedAspectMap;
 import com.linkedin.entity.client.EntityClient;
 import com.linkedin.metadata.Constants;
-import com.linkedin.mxe.MetadataChangeProposal;
 import com.linkedin.r2.RemoteInvocationException;
 import graphql.schema.DataFetchingEnvironment;
 import java.util.ArrayList;
@@ -36,7 +36,8 @@ public class CreateStructuredPropertyResolverTest {
           null,
           null,
           null,
-          new ArrayList<>());
+          new ArrayList<>(),
+          null);
 
   @Test
   public void testGetSuccess() throws Exception {
@@ -56,7 +57,40 @@ public void testGetSuccess() throws Exception {
 
     // Validate that we called ingest
     Mockito.verify(mockEntityClient, Mockito.times(1))
-        .ingestProposal(any(), any(MetadataChangeProposal.class), Mockito.eq(false));
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
+  }
+
+  @Test
+  public void testGetMismatchIdAndQualifiedName() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(true);
+    CreateStructuredPropertyResolver resolver =
+        new CreateStructuredPropertyResolver(mockEntityClient);
+
+    CreateStructuredPropertyInput testInput =
+        new CreateStructuredPropertyInput(
+            "mismatched",
+            "io.acryl.test",
+            "Display Name",
+            "description",
+            true,
+            null,
+            null,
+            null,
+            null,
+            new ArrayList<>(),
+            null);
+
+    // Execute resolver
+    QueryContext mockContext = getMockAllowContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(testInput);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    assertThrows(CompletionException.class, () -> resolver.get(mockEnv).join());
+
+    // Validate ingest is not called
+    Mockito.verify(mockEntityClient, Mockito.times(0))
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
   }
 
   @Test
@@ -75,7 +109,7 @@ public void testGetUnauthorized() throws Exception {
 
     // Validate that we did NOT call ingest
     Mockito.verify(mockEntityClient, Mockito.times(0))
-        .ingestProposal(any(), any(MetadataChangeProposal.class), Mockito.eq(false));
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
   }
 
   @Test
@@ -94,7 +128,83 @@ public void testGetFailure() throws Exception {
 
     // Validate that ingest was called, but that caused a failure
     Mockito.verify(mockEntityClient, Mockito.times(1))
-        .ingestProposal(any(), any(MetadataChangeProposal.class), Mockito.eq(false));
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
+  }
+
+  @Test
+  public void testGetInvalidSettingsInput() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(true);
+    CreateStructuredPropertyResolver resolver =
+        new CreateStructuredPropertyResolver(mockEntityClient);
+
+    // if isHidden is true, other fields should not be true
+    StructuredPropertySettingsInput settingsInput = new StructuredPropertySettingsInput();
+    settingsInput.setIsHidden(true);
+    settingsInput.setShowAsAssetBadge(true);
+
+    CreateStructuredPropertyInput testInput =
+        new CreateStructuredPropertyInput(
+            null,
+            "io.acryl.test",
+            "Display Name",
+            "description",
+            true,
+            null,
+            null,
+            null,
+            null,
+            new ArrayList<>(),
+            settingsInput);
+
+    // Execute resolver
+    QueryContext mockContext = getMockAllowContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(testInput);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    assertThrows(CompletionException.class, () -> resolver.get(mockEnv).join());
+
+    // Validate ingest is not called
+    Mockito.verify(mockEntityClient, Mockito.times(0))
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
+  }
+
+  @Test
+  public void testGetSuccessWithSettings() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(true);
+    CreateStructuredPropertyResolver resolver =
+        new CreateStructuredPropertyResolver(mockEntityClient);
+
+    StructuredPropertySettingsInput settingsInput = new StructuredPropertySettingsInput();
+    settingsInput.setShowAsAssetBadge(true);
+
+    CreateStructuredPropertyInput testInput =
+        new CreateStructuredPropertyInput(
+            null,
+            "io.acryl.test",
+            "Display Name",
+            "description",
+            true,
+            null,
+            null,
+            null,
+            null,
+            new ArrayList<>(),
+            settingsInput);
+
+    // Execute resolver
+    QueryContext mockContext = getMockAllowContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(testInput);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    StructuredPropertyEntity prop = resolver.get(mockEnv).get();
+
+    assertEquals(prop.getUrn(), TEST_STRUCTURED_PROPERTY_URN);
+
+    // Validate that we called ingest
+    Mockito.verify(mockEntityClient, Mockito.times(1))
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
   }
 
   private EntityClient initMockEntityClient(boolean shouldSucceed) throws Exception {
diff --git a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolverTest.java b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolverTest.java
new file mode 100644
index 00000000000000..7ecec25708f2d5
--- /dev/null
+++ b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/DeleteStructuredPropertyResolverTest.java
@@ -0,0 +1,91 @@
+package com.linkedin.datahub.graphql.resolvers.structuredproperties;
+
+import static com.linkedin.datahub.graphql.TestUtils.getMockAllowContext;
+import static com.linkedin.datahub.graphql.TestUtils.getMockDenyContext;
+import static org.mockito.ArgumentMatchers.any;
+import static org.testng.Assert.assertThrows;
+import static org.testng.Assert.assertTrue;
+
+import com.linkedin.common.urn.UrnUtils;
+import com.linkedin.datahub.graphql.QueryContext;
+import com.linkedin.datahub.graphql.generated.DeleteStructuredPropertyInput;
+import com.linkedin.entity.client.EntityClient;
+import com.linkedin.r2.RemoteInvocationException;
+import graphql.schema.DataFetchingEnvironment;
+import java.util.concurrent.CompletionException;
+import org.mockito.Mockito;
+import org.testng.annotations.Test;
+
+public class DeleteStructuredPropertyResolverTest {
+  private static final String TEST_PROP_URN = "urn:li:structuredProperty:test";
+
+  private static final DeleteStructuredPropertyInput TEST_INPUT =
+      new DeleteStructuredPropertyInput(TEST_PROP_URN);
+
+  @Test
+  public void testGetSuccess() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(true);
+    DeleteStructuredPropertyResolver resolver =
+        new DeleteStructuredPropertyResolver(mockEntityClient);
+
+    // Execute resolver
+    QueryContext mockContext = getMockAllowContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(TEST_INPUT);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    Boolean success = resolver.get(mockEnv).get();
+    assertTrue(success);
+
+    // Validate that we called delete
+    Mockito.verify(mockEntityClient, Mockito.times(1))
+        .deleteEntity(any(), Mockito.eq(UrnUtils.getUrn(TEST_PROP_URN)));
+  }
+
+  @Test
+  public void testGetUnauthorized() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(true);
+    DeleteStructuredPropertyResolver resolver =
+        new DeleteStructuredPropertyResolver(mockEntityClient);
+
+    // Execute resolver
+    QueryContext mockContext = getMockDenyContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(TEST_INPUT);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    assertThrows(CompletionException.class, () -> resolver.get(mockEnv).join());
+
+    // Validate that we did NOT call delete
+    Mockito.verify(mockEntityClient, Mockito.times(0))
+        .deleteEntity(any(), Mockito.eq(UrnUtils.getUrn(TEST_PROP_URN)));
+  }
+
+  @Test
+  public void testGetFailure() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(false);
+    DeleteStructuredPropertyResolver resolver =
+        new DeleteStructuredPropertyResolver(mockEntityClient);
+
+    // Execute resolver
+    QueryContext mockContext = getMockAllowContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(TEST_INPUT);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    assertThrows(CompletionException.class, () -> resolver.get(mockEnv).join());
+
+    // Validate that deleteEntity was called, but since it's the thing that failed it was called
+    // once still
+    Mockito.verify(mockEntityClient, Mockito.times(1))
+        .deleteEntity(any(), Mockito.eq(UrnUtils.getUrn(TEST_PROP_URN)));
+  }
+
+  private EntityClient initMockEntityClient(boolean shouldSucceed) throws Exception {
+    EntityClient client = Mockito.mock(EntityClient.class);
+    if (!shouldSucceed) {
+      Mockito.doThrow(new RemoteInvocationException()).when(client).deleteEntity(any(), any());
+    }
+    return client;
+  }
+}
diff --git a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/StructuredPropertyUtilsTest.java b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/StructuredPropertyUtilsTest.java
new file mode 100644
index 00000000000000..0e9d064b3c7af7
--- /dev/null
+++ b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/StructuredPropertyUtilsTest.java
@@ -0,0 +1,42 @@
+package com.linkedin.datahub.graphql.resolvers.structuredproperties;
+
+import static org.testng.Assert.*;
+
+import com.linkedin.metadata.models.StructuredPropertyUtils;
+import java.util.UUID;
+import org.testng.annotations.Test;
+
+public class StructuredPropertyUtilsTest {
+
+  @Test
+  public void testGetIdMismatchedInput() throws Exception {
+    assertThrows(
+        IllegalArgumentException.class,
+        () -> StructuredPropertyUtils.getPropertyId("test1", "test2"));
+  }
+
+  @Test
+  public void testGetIdConsistentInput() throws Exception {
+    assertEquals(StructuredPropertyUtils.getPropertyId("test1", "test1"), "test1");
+  }
+
+  @Test
+  public void testGetIdNullQualifiedName() throws Exception {
+    assertEquals(StructuredPropertyUtils.getPropertyId("test1", null), "test1");
+  }
+
+  @Test
+  public void testGetIdNullId() throws Exception {
+    assertEquals(StructuredPropertyUtils.getPropertyId(null, "test1"), "test1");
+  }
+
+  @Test
+  public void testGetIdNullForBoth() throws Exception {
+    try {
+      String id = StructuredPropertyUtils.getPropertyId(null, null);
+      UUID.fromString(id);
+    } catch (Exception e) {
+      fail("ID produced is not a UUID");
+    }
+  }
+}
diff --git a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolverTest.java b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolverTest.java
index b818bcfb7d7f4f..2b0e7fd83b7cee 100644
--- a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolverTest.java
+++ b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/structuredproperties/UpdateStructuredPropertyResolverTest.java
@@ -2,20 +2,25 @@
 
 import static com.linkedin.datahub.graphql.TestUtils.getMockAllowContext;
 import static com.linkedin.datahub.graphql.TestUtils.getMockDenyContext;
+import static com.linkedin.metadata.Constants.STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME;
 import static org.mockito.ArgumentMatchers.any;
 import static org.testng.Assert.assertEquals;
 import static org.testng.Assert.assertThrows;
 
+import com.linkedin.common.UrnArray;
 import com.linkedin.common.urn.UrnUtils;
 import com.linkedin.datahub.graphql.QueryContext;
 import com.linkedin.datahub.graphql.generated.StructuredPropertyEntity;
+import com.linkedin.datahub.graphql.generated.StructuredPropertySettingsInput;
 import com.linkedin.datahub.graphql.generated.UpdateStructuredPropertyInput;
+import com.linkedin.entity.Aspect;
 import com.linkedin.entity.EntityResponse;
+import com.linkedin.entity.EnvelopedAspect;
 import com.linkedin.entity.EnvelopedAspectMap;
 import com.linkedin.entity.client.EntityClient;
 import com.linkedin.metadata.Constants;
-import com.linkedin.mxe.MetadataChangeProposal;
 import com.linkedin.r2.RemoteInvocationException;
+import com.linkedin.structured.StructuredPropertyDefinition;
 import graphql.schema.DataFetchingEnvironment;
 import java.util.concurrent.CompletionException;
 import org.mockito.Mockito;
@@ -33,6 +38,7 @@ public class UpdateStructuredPropertyResolverTest {
           null,
           null,
           null,
+          null,
           null);
 
   @Test
@@ -53,7 +59,7 @@ public void testGetSuccess() throws Exception {
 
     // Validate that we called ingest
     Mockito.verify(mockEntityClient, Mockito.times(1))
-        .ingestProposal(any(), any(MetadataChangeProposal.class), Mockito.eq(false));
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
   }
 
   @Test
@@ -72,7 +78,7 @@ public void testGetUnauthorized() throws Exception {
 
     // Validate that we did NOT call ingest
     Mockito.verify(mockEntityClient, Mockito.times(0))
-        .ingestProposal(any(), any(MetadataChangeProposal.class), Mockito.eq(false));
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
   }
 
   @Test
@@ -91,7 +97,80 @@ public void testGetFailure() throws Exception {
 
     // Validate that ingest was not called since there was a get failure before ingesting
     Mockito.verify(mockEntityClient, Mockito.times(0))
-        .ingestProposal(any(), any(MetadataChangeProposal.class), Mockito.eq(false));
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
+  }
+
+  @Test
+  public void testGetInvalidSettingsInput() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(true);
+    UpdateStructuredPropertyResolver resolver =
+        new UpdateStructuredPropertyResolver(mockEntityClient);
+
+    // if isHidden is true, other fields should not be true
+    StructuredPropertySettingsInput settingsInput = new StructuredPropertySettingsInput();
+    settingsInput.setIsHidden(true);
+    settingsInput.setShowInSearchFilters(true);
+
+    final UpdateStructuredPropertyInput testInput =
+        new UpdateStructuredPropertyInput(
+            TEST_STRUCTURED_PROPERTY_URN,
+            "New Display Name",
+            "new description",
+            true,
+            null,
+            null,
+            null,
+            null,
+            settingsInput);
+
+    // Execute resolver
+    QueryContext mockContext = getMockAllowContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(testInput);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    assertThrows(CompletionException.class, () -> resolver.get(mockEnv).join());
+
+    // Validate that ingest was not called since there was a get failure before ingesting
+    Mockito.verify(mockEntityClient, Mockito.times(0))
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
+  }
+
+  @Test
+  public void testGetValidSettingsInput() throws Exception {
+    EntityClient mockEntityClient = initMockEntityClient(true);
+    UpdateStructuredPropertyResolver resolver =
+        new UpdateStructuredPropertyResolver(mockEntityClient);
+
+    // if isHidden is true, other fields should not be true
+    StructuredPropertySettingsInput settingsInput = new StructuredPropertySettingsInput();
+    settingsInput.setIsHidden(true);
+
+    final UpdateStructuredPropertyInput testInput =
+        new UpdateStructuredPropertyInput(
+            TEST_STRUCTURED_PROPERTY_URN,
+            "New Display Name",
+            "new description",
+            true,
+            null,
+            null,
+            null,
+            null,
+            settingsInput);
+
+    // Execute resolver
+    QueryContext mockContext = getMockAllowContext();
+    DataFetchingEnvironment mockEnv = Mockito.mock(DataFetchingEnvironment.class);
+    Mockito.when(mockEnv.getArgument(Mockito.eq("input"))).thenReturn(testInput);
+    Mockito.when(mockEnv.getContext()).thenReturn(mockContext);
+
+    StructuredPropertyEntity prop = resolver.get(mockEnv).get();
+
+    assertEquals(prop.getUrn(), TEST_STRUCTURED_PROPERTY_URN);
+
+    // Validate that we called ingest
+    Mockito.verify(mockEntityClient, Mockito.times(1))
+        .batchIngestProposals(any(), Mockito.anyList(), Mockito.eq(false));
   }
 
   private EntityClient initMockEntityClient(boolean shouldSucceed) throws Exception {
@@ -99,7 +178,11 @@ private EntityClient initMockEntityClient(boolean shouldSucceed) throws Exceptio
     EntityResponse response = new EntityResponse();
     response.setEntityName(Constants.STRUCTURED_PROPERTY_ENTITY_NAME);
     response.setUrn(UrnUtils.getUrn(TEST_STRUCTURED_PROPERTY_URN));
-    response.setAspects(new EnvelopedAspectMap());
+    final EnvelopedAspectMap aspectMap = new EnvelopedAspectMap();
+    aspectMap.put(
+        STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME,
+        new EnvelopedAspect().setValue(new Aspect(createDefinition().data())));
+    response.setAspects(aspectMap);
     if (shouldSucceed) {
       Mockito.when(
               client.getV2(
@@ -120,4 +203,13 @@ private EntityClient initMockEntityClient(boolean shouldSucceed) throws Exceptio
 
     return client;
   }
+
+  private StructuredPropertyDefinition createDefinition() {
+    StructuredPropertyDefinition definition = new StructuredPropertyDefinition();
+    definition.setDisplayName("test");
+    definition.setQualifiedName("test");
+    definition.setValueType(UrnUtils.getUrn("urn:li:dataType:datahub.string"));
+    definition.setEntityTypes(new UrnArray());
+    return definition;
+  }
 }
diff --git a/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java b/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java
index e9ee7789550c6c..1b12f540badfb8 100644
--- a/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java
+++ b/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java
@@ -20,6 +20,7 @@
 import com.linkedin.structured.PrimitivePropertyValue;
 import com.linkedin.structured.StructuredProperties;
 import com.linkedin.structured.StructuredPropertyDefinition;
+import com.linkedin.structured.StructuredPropertySettings;
 import com.linkedin.structured.StructuredPropertyValueAssignment;
 import com.linkedin.structured.StructuredPropertyValueAssignmentArray;
 import com.linkedin.util.Pair;
@@ -32,6 +33,7 @@
 import java.util.Objects;
 import java.util.Optional;
 import java.util.Set;
+import java.util.UUID;
 import java.util.stream.Collectors;
 import javax.annotation.Nonnull;
 import javax.annotation.Nullable;
@@ -45,6 +47,11 @@ private StructuredPropertyUtils() {}
   static final Date MIN_DATE = Date.valueOf("1000-01-01");
   static final Date MAX_DATE = Date.valueOf("9999-12-31");
 
+  public static final String INVALID_SETTINGS_MESSAGE =
+      "Cannot have property isHidden = true while other display location settings are also true.";
+  public static final String ONLY_ONE_BADGE =
+      "Cannot have more than one property set with show as badge. Property urns currently set: ";
+
   public static LogicalValueType getLogicalValueType(
       StructuredPropertyDefinition structuredPropertyDefinition) {
     return getLogicalValueType(structuredPropertyDefinition.getValueType());
@@ -355,4 +362,47 @@ private static Pair<StructuredPropertyValueAssignmentArray, Boolean> filterValue
           true);
     }
   }
+
+  /*
+   * We accept both ID and qualifiedName as inputs when creating a structured property. However,
+   * these two fields should ALWAYS be the same. If they don't provide either, use a UUID for both.
+   * If they provide both, ensure they are the same otherwise throw. Otherwise, use what is provided.
+   */
+  public static String getPropertyId(
+      @Nullable final String inputId, @Nullable final String inputQualifiedName) {
+    if (inputId != null && inputQualifiedName != null && !inputId.equals(inputQualifiedName)) {
+      throw new IllegalArgumentException(
+          "Qualified name and the ID of a structured property must match");
+    }
+
+    String id = UUID.randomUUID().toString();
+
+    if (inputQualifiedName != null) {
+      id = inputQualifiedName;
+    } else if (inputId != null) {
+      id = inputId;
+    }
+
+    return id;
+  }
+
+  /*
+   * Ensure that a structured property settings aspect is valid by ensuring that if isHidden is true,
+   * the other fields concerning display locations are false;
+   */
+  public static boolean validatePropertySettings(
+      StructuredPropertySettings settings, boolean shouldThrow) {
+    if (settings.isIsHidden()) {
+      if (settings.isShowInSearchFilters()
+          || settings.isShowInAssetSummary()
+          || settings.isShowAsAssetBadge()) {
+        if (shouldThrow) {
+          throw new IllegalArgumentException(INVALID_SETTINGS_MESSAGE);
+        } else {
+          return false;
+        }
+      }
+    }
+    return true;
+  }
 }
diff --git a/li-utils/src/main/java/com/linkedin/metadata/Constants.java b/li-utils/src/main/java/com/linkedin/metadata/Constants.java
index 9c608187342e8c..797055d5fb6a93 100644
--- a/li-utils/src/main/java/com/linkedin/metadata/Constants.java
+++ b/li-utils/src/main/java/com/linkedin/metadata/Constants.java
@@ -363,6 +363,8 @@ public class Constants {
   // Structured Property
   public static final String STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME = "propertyDefinition";
   public static final String STRUCTURED_PROPERTY_KEY_ASPECT_NAME = "structuredPropertyKey";
+  public static final String STRUCTURED_PROPERTY_SETTINGS_ASPECT_NAME =
+      "structuredPropertySettings";
 
   // Form
   public static final String FORM_INFO_ASPECT_NAME = "formInfo";
diff --git a/metadata-ingestion/src/datahub/api/entities/structuredproperties/structuredproperties.py b/metadata-ingestion/src/datahub/api/entities/structuredproperties/structuredproperties.py
index 181c70adc640a6..013efbdf6a2f6b 100644
--- a/metadata-ingestion/src/datahub/api/entities/structuredproperties/structuredproperties.py
+++ b/metadata-ingestion/src/datahub/api/entities/structuredproperties/structuredproperties.py
@@ -118,11 +118,13 @@ def validate_entity_types(cls, v):
     @property
     def fqn(self) -> str:
         assert self.urn is not None
-        return (
-            self.qualified_name
-            or self.id
-            or Urn.from_string(self.urn).get_entity_id()[0]
-        )
+        id = Urn.create_from_string(self.urn).get_entity_id()[0]
+        if self.qualified_name is not None:
+            # ensure that qualified name and ID match
+            assert (
+                self.qualified_name == id
+            ), "ID in the urn and the qualified_name must match"
+        return id
 
     @validator("urn", pre=True, always=True)
     def urn_must_be_present(cls, v, values):
diff --git a/metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertyDefinition.pdl b/metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertyDefinition.pdl
index 3ddb2d2e571da3..416e2c5c11e228 100644
--- a/metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertyDefinition.pdl
+++ b/metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertyDefinition.pdl
@@ -89,25 +89,25 @@ record StructuredPropertyDefinition {
     version: optional string
 
     /**
-         * Created Audit stamp
-         */
-        @Searchable = {
-          "/time": {
-           "fieldName": "createdTime",
-           "fieldType": "DATETIME"
-          }
-        }
-        created: optional AuditStamp
+      * Created Audit stamp
+      */
+    @Searchable = {
+      "/time": {
+        "fieldName": "createdTime",
+        "fieldType": "DATETIME"
+      }
+    }
+    created: optional AuditStamp
 
-        /**
-         * Created Audit stamp
-         */
-        @Searchable = {
-          "/time": {
-           "fieldName": "lastModified",
-           "fieldType": "DATETIME"
-          }
-        }
-        lastModified: optional AuditStamp
+    /**
+     * Last Modified Audit stamp
+     */
+    @Searchable = {
+      "/time": {
+       "fieldName": "lastModified",
+       "fieldType": "DATETIME"
+      }
+    }
+    lastModified: optional AuditStamp
 }
 
diff --git a/metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertySettings.pdl b/metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertySettings.pdl
new file mode 100644
index 00000000000000..fadcdfa5204e14
--- /dev/null
+++ b/metadata-models/src/main/pegasus/com/linkedin/structured/StructuredPropertySettings.pdl
@@ -0,0 +1,64 @@
+namespace com.linkedin.structured
+
+import com.linkedin.common.AuditStamp
+
+/**
+ * Settings specific to a structured property entity
+ */
+@Aspect = {
+   "name": "structuredPropertySettings"
+}
+record StructuredPropertySettings {
+  /**
+   * Whether or not this asset should be hidden in the main application
+   */
+  @Searchable = {
+    "fieldType": "BOOLEAN"
+  }
+  isHidden: boolean = false
+
+  /**
+   * Whether or not this asset should be displayed as a search filter
+   */
+  @Searchable = {
+    "fieldType": "BOOLEAN"
+  }
+  showInSearchFilters: boolean = false
+
+  /**
+   * Whether or not this asset should be displayed in the asset sidebar
+   */
+  @Searchable = {
+    "fieldType": "BOOLEAN"
+  }
+  showInAssetSummary: boolean = false
+
+  /**
+   * Whether or not this asset should be displayed as an asset badge on other
+   * asset's headers
+   */
+  @Searchable = {
+    "fieldType": "BOOLEAN"
+  }
+  showAsAssetBadge: boolean = false
+
+  /**
+   * Whether or not this asset should be displayed as a column in the schema field table
+   * in a Dataset's "Columns" tab.
+   */
+  @Searchable = {
+    "fieldType": "BOOLEAN"
+  }
+  showInColumnsTable: boolean = false
+
+  /**
+    * Last Modified Audit stamp
+    */
+  @Searchable = {
+    "/time": {
+      "fieldName": "lastModifiedSettings",
+      "fieldType": "DATETIME"
+    }
+  }
+  lastModified: optional AuditStamp
+}
diff --git a/metadata-models/src/main/resources/entity-registry.yml b/metadata-models/src/main/resources/entity-registry.yml
index ee1481f29f7e9f..1c3eb5b574e204 100644
--- a/metadata-models/src/main/resources/entity-registry.yml
+++ b/metadata-models/src/main/resources/entity-registry.yml
@@ -602,6 +602,7 @@ entities:
     keyAspect: structuredPropertyKey
     aspects:
       - propertyDefinition
+      - structuredPropertySettings
       - institutionalMemory
       - status
   - name: form

From d062411c6893d2d34c4cf14b48eb6f5acb7d1658 Mon Sep 17 00:00:00 2001
From: sid-acryl <155424659+sid-acryl@users.noreply.github.com>
Date: Thu, 12 Dec 2024 01:08:52 +0530
Subject: [PATCH 38/54] fix(ingest/tableau): project_path_pattern use in
 _is_denied_project (#12010)

---
 .../src/datahub/configuration/common.py       |  6 +--
 .../ingestion/source/tableau/tableau.py       | 51 +++++++++++++------
 2 files changed, 38 insertions(+), 19 deletions(-)

diff --git a/metadata-ingestion/src/datahub/configuration/common.py b/metadata-ingestion/src/datahub/configuration/common.py
index 4fdf564162410c..7df007e087979c 100644
--- a/metadata-ingestion/src/datahub/configuration/common.py
+++ b/metadata-ingestion/src/datahub/configuration/common.py
@@ -258,7 +258,7 @@ def allow_all(cls) -> "AllowDenyPattern":
         return AllowDenyPattern()
 
     def allowed(self, string: str) -> bool:
-        if self._denied(string):
+        if self.denied(string):
             return False
 
         return any(
@@ -266,7 +266,7 @@ def allowed(self, string: str) -> bool:
             for allow_pattern in self.allow
         )
 
-    def _denied(self, string: str) -> bool:
+    def denied(self, string: str) -> bool:
         for deny_pattern in self.deny:
             if re.match(deny_pattern, string, self.regex_flags):
                 return True
@@ -290,7 +290,7 @@ def get_allowed_list(self) -> List[str]:
             raise ValueError(
                 "allow list must be fully specified to get list of allowed strings"
             )
-        return [a for a in self.allow if not self._denied(a)]
+        return [a for a in self.allow if not self.denied(a)]
 
     def __eq__(self, other):  # type: ignore
         return isinstance(other, self.__class__) and self.__dict__ == other.__dict__
diff --git a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
index 68c38d4d064612..6844b8a425a7b6 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau.py
@@ -353,7 +353,7 @@ class TableauConfig(
 
     project_path_separator: str = Field(
         default="/",
-        description="The separator used for the project_pattern field between project names. By default, we use a slash. "
+        description="The separator used for the project_path_pattern field between project names. By default, we use a slash. "
         "You can change this if your Tableau projects contain slashes in their names, and you'd like to filter by project.",
     )
 
@@ -959,19 +959,36 @@ def _is_allowed_project(self, project: TableauProject) -> bool:
         return is_allowed
 
     def _is_denied_project(self, project: TableauProject) -> bool:
-        # Either project name or project path should exist in deny
-        for deny_pattern in self.config.project_pattern.deny:
-            # Either name or project path is denied
-            if re.match(
-                deny_pattern, project.name, self.config.project_pattern.regex_flags
-            ) or re.match(
-                deny_pattern,
-                self._get_project_path(project),
-                self.config.project_pattern.regex_flags,
-            ):
-                return True
-        logger.info(f"project({project.name}) is not denied as per project_pattern")
-        return False
+        """
+        Why use an explicit denial check instead of the `AllowDenyPattern.allowed` method?
+
+        Consider a scenario where a Tableau site contains four projects: A, B, C, and D, with the following hierarchical relationship:
+
+        - **A**
+          - **B** (Child of A)
+          - **C** (Child of A)
+        - **D**
+
+        In this setup:
+
+        - `project_pattern` is configured with `allow: ["A"]` and `deny: ["B"]`.
+        - `extract_project_hierarchy` is set to `True`.
+
+        The goal is to extract assets from project A and its children while explicitly denying the child project B.
+
+        If we rely solely on the `project_pattern.allowed()` method, project C's assets will not be ingested.
+        This happens because project C is not explicitly included in the `allow` list, nor is it part of the `deny` list.
+        However, since `extract_project_hierarchy` is enabled, project C should ideally be included in the ingestion process unless explicitly denied.
+
+        To address this, the function explicitly checks the deny regex to ensure that project C’s assets are ingested if it is not specifically denied in the deny list. This approach ensures that the hierarchy is respected while adhering to the configured allow/deny rules.
+        """
+
+        # Either project_pattern or project_path_pattern is set in a recipe
+        # TableauConfig.projects_backward_compatibility ensures that at least one of these properties is configured.
+
+        return self.config.project_pattern.denied(
+            project.name
+        ) or self.config.project_path_pattern.denied(self._get_project_path(project))
 
     def _init_tableau_project_registry(self, all_project_map: dict) -> None:
         list_of_skip_projects: List[TableauProject] = []
@@ -999,9 +1016,11 @@ def _init_tableau_project_registry(self, all_project_map: dict) -> None:
             for project in list_of_skip_projects:
                 if (
                     project.parent_id in projects_to_ingest
-                    and self._is_denied_project(project) is False
+                    and not self._is_denied_project(project)
                 ):
-                    logger.debug(f"Project {project.name} is added in project registry")
+                    logger.debug(
+                        f"Project {project.name} is added in project registry as it's a child project and not explicitly denied in `deny` list"
+                    )
                     projects_to_ingest[project.id] = project
 
         # We rely on automatic browse paths (v2) when creating containers. That's why we need to sort the projects here.

From 11c49ec6be3c2145151a91924799138d4b56bb3b Mon Sep 17 00:00:00 2001
From: Chris Collins <chriscollins3456@gmail.com>
Date: Wed, 11 Dec 2024 17:31:06 -0500
Subject: [PATCH 39/54] fix(ui) Add backwards compatibility to the UI for old
 policy filters (#12017)

---
 .../permissions/policy/PolicyDetailsModal.tsx |   8 +-
 .../policy/PolicyPrivilegeForm.tsx            |  29 +++-
 .../policy/_tests_/policyUtils.test.tsx       | 160 +++++++++++++++++-
 .../src/app/permissions/policy/constants.ts   |   4 +
 .../src/app/permissions/policy/policyUtils.ts |  24 ++-
 5 files changed, 209 insertions(+), 16 deletions(-)
 create mode 100644 datahub-web-react/src/app/permissions/policy/constants.ts

diff --git a/datahub-web-react/src/app/permissions/policy/PolicyDetailsModal.tsx b/datahub-web-react/src/app/permissions/policy/PolicyDetailsModal.tsx
index 37349585fa4c92..1988fea3496992 100644
--- a/datahub-web-react/src/app/permissions/policy/PolicyDetailsModal.tsx
+++ b/datahub-web-react/src/app/permissions/policy/PolicyDetailsModal.tsx
@@ -12,6 +12,7 @@ import {
     mapResourceTypeToDisplayName,
 } from './policyUtils';
 import AvatarsGroup from '../AvatarsGroup';
+import { RESOURCE_TYPE, RESOURCE_URN, TYPE, URN } from './constants';
 
 type PrivilegeOptionType = {
     type?: string;
@@ -72,10 +73,11 @@ export default function PolicyDetailsModal({ policy, open, onClose, privileges }
     const isMetadataPolicy = policy?.type === PolicyType.Metadata;
 
     const resources = convertLegacyResourceFilter(policy?.resources);
-    const resourceTypes = getFieldValues(resources?.filter, 'TYPE') || [];
+    const resourceTypes = getFieldValues(resources?.filter, TYPE, RESOURCE_TYPE) || [];
     const dataPlatformInstances = getFieldValues(resources?.filter, 'DATA_PLATFORM_INSTANCE') || [];
-    const resourceEntities = getFieldValues(resources?.filter, 'URN') || [];
-    const resourceFilterCondition = getFieldCondition(resources?.filter, 'URN') || PolicyMatchCondition.Equals;
+    const resourceEntities = getFieldValues(resources?.filter, URN, RESOURCE_URN) || [];
+    const resourceFilterCondition =
+        getFieldCondition(resources?.filter, URN, RESOURCE_URN) || PolicyMatchCondition.Equals;
     const domains = getFieldValues(resources?.filter, 'DOMAIN') || [];
 
     const {
diff --git a/datahub-web-react/src/app/permissions/policy/PolicyPrivilegeForm.tsx b/datahub-web-react/src/app/permissions/policy/PolicyPrivilegeForm.tsx
index 7a0de67f414192..414346c2776db8 100644
--- a/datahub-web-react/src/app/permissions/policy/PolicyPrivilegeForm.tsx
+++ b/datahub-web-react/src/app/permissions/policy/PolicyPrivilegeForm.tsx
@@ -28,6 +28,7 @@ import ClickOutside from '../../shared/ClickOutside';
 import { TagTermLabel } from '../../shared/tags/TagTermLabel';
 import { ENTER_KEY_CODE } from '../../shared/constants';
 import { useGetRecommendations } from '../../shared/recommendation';
+import { RESOURCE_TYPE, RESOURCE_URN, TYPE, URN } from './constants';
 
 type Props = {
     policyType: PolicyType;
@@ -102,8 +103,9 @@ export default function PolicyPrivilegeForm({
     } = useAppConfig();
 
     const resources: ResourceFilter = convertLegacyResourceFilter(maybeResources) || EMPTY_POLICY.resources;
-    const resourceTypes = getFieldValues(resources.filter, 'TYPE') || [];
-    const resourceEntities = getFieldValues(resources.filter, 'URN') || [];
+    // RESOURCE_TYPE and RESOURCE_URN are deprecated, but need to get them for backwards compatibility
+    const resourceTypes = getFieldValues(resources.filter, TYPE, RESOURCE_TYPE) || [];
+    const resourceEntities = getFieldValues(resources.filter, URN, RESOURCE_URN) || [];
 
     const getDisplayName = (entity) => {
         if (!entity) {
@@ -178,9 +180,14 @@ export default function PolicyPrivilegeForm({
         const filter = resources.filter || {
             criteria: [],
         };
+        // remove the deprecated RESOURCE_TYPE field and replace with TYPE field
+        const filterWithoutDeprecatedField = setFieldValues(filter, RESOURCE_TYPE, []);
         setResources({
             ...resources,
-            filter: setFieldValues(filter, 'TYPE', [...resourceTypes, createCriterionValue(selectedResourceType)]),
+            filter: setFieldValues(filterWithoutDeprecatedField, TYPE, [
+                ...resourceTypes,
+                createCriterionValue(selectedResourceType),
+            ]),
         });
     };
 
@@ -188,11 +195,13 @@ export default function PolicyPrivilegeForm({
         const filter = resources.filter || {
             criteria: [],
         };
+        // remove the deprecated RESOURCE_TYPE field and replace with TYPE field
+        const filterWithoutDeprecatedField = setFieldValues(filter, RESOURCE_TYPE, []);
         setResources({
             ...resources,
             filter: setFieldValues(
-                filter,
-                'TYPE',
+                filterWithoutDeprecatedField,
+                TYPE,
                 resourceTypes?.filter((criterionValue) => criterionValue.value !== deselectedResourceType),
             ),
         });
@@ -203,9 +212,11 @@ export default function PolicyPrivilegeForm({
         const filter = resources.filter || {
             criteria: [],
         };
+        // remove the deprecated RESOURCE_URN field and replace with URN field
+        const filterWithoutDeprecatedField = setFieldValues(filter, RESOURCE_URN, []);
         setResources({
             ...resources,
-            filter: setFieldValues(filter, 'URN', [
+            filter: setFieldValues(filterWithoutDeprecatedField, URN, [
                 ...resourceEntities,
                 createCriterionValueWithEntity(
                     resource,
@@ -220,11 +231,13 @@ export default function PolicyPrivilegeForm({
         const filter = resources.filter || {
             criteria: [],
         };
+        // remove the deprecated RESOURCE_URN field and replace with URN field
+        const filterWithoutDeprecatedField = setFieldValues(filter, RESOURCE_URN, []);
         setResources({
             ...resources,
             filter: setFieldValues(
-                filter,
-                'URN',
+                filterWithoutDeprecatedField,
+                URN,
                 resourceEntities?.filter((criterionValue) => criterionValue.value !== resource),
             ),
         });
diff --git a/datahub-web-react/src/app/permissions/policy/_tests_/policyUtils.test.tsx b/datahub-web-react/src/app/permissions/policy/_tests_/policyUtils.test.tsx
index 1c9884e5fcf09c..eae735b3477f0f 100644
--- a/datahub-web-react/src/app/permissions/policy/_tests_/policyUtils.test.tsx
+++ b/datahub-web-react/src/app/permissions/policy/_tests_/policyUtils.test.tsx
@@ -1,4 +1,12 @@
-import { addOrUpdatePoliciesInList, updateListPoliciesCache, removeFromListPoliciesCache } from '../policyUtils';
+import { PolicyMatchCondition } from '../../../../types.generated';
+import {
+    addOrUpdatePoliciesInList,
+    updateListPoliciesCache,
+    removeFromListPoliciesCache,
+    getFieldValues,
+    getFieldCondition,
+    setFieldValues,
+} from '../policyUtils';
 
 // Mock the Apollo Client readQuery and writeQuery methods
 const mockReadQuery = vi.fn();
@@ -103,3 +111,153 @@ describe('removeFromListPoliciesCache', () => {
         });
     });
 });
+
+describe('getFieldValues', () => {
+    it('should get field values for a given field', () => {
+        const filter = {
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'TYPE',
+                    values: [{ value: 'dataset' }, { value: 'dataJob' }],
+                },
+            ],
+        };
+
+        expect(getFieldValues(filter, 'TYPE')).toMatchObject([{ value: 'dataset' }, { value: 'dataJob' }]);
+    });
+
+    it('should get field values for a alternate field (for deprecated fields)', () => {
+        const filter = {
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'RESOURCE_TYPE',
+                    values: [{ value: 'dataset' }, { value: 'dataJob' }],
+                },
+            ],
+        };
+
+        expect(getFieldValues(filter, 'TYPE', 'RESOURCE_TYPE')).toMatchObject([
+            { value: 'dataset' },
+            { value: 'dataJob' },
+        ]);
+    });
+
+    it('should get field values for main field with alternative field given and has values', () => {
+        const filter = {
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'RESOURCE_TYPE',
+                    values: [{ value: 'container' }, { value: 'dataFlow' }],
+                },
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'TYPE',
+                    values: [{ value: 'dataset' }, { value: 'dataJob' }],
+                },
+            ],
+        };
+
+        // should only return values from main field
+        expect(getFieldValues(filter, 'TYPE', 'RESOURCE_TYPE')).toMatchObject([
+            { value: 'dataset' },
+            { value: 'dataJob' },
+        ]);
+    });
+});
+
+describe('getFieldCondition', () => {
+    it('should get field values for a given field', () => {
+        const filter = {
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'TYPE',
+                    values: [{ value: 'dataset' }],
+                },
+            ],
+        };
+
+        expect(getFieldCondition(filter, 'TYPE')).toBe(PolicyMatchCondition.Equals);
+    });
+
+    it('should get field values for a alternate field (for deprecated fields)', () => {
+        const filter = {
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'RESOURCE_TYPE',
+                    values: [{ value: 'dataset' }],
+                },
+            ],
+        };
+
+        expect(getFieldCondition(filter, 'TYPE', 'RESOURCE_TYPE')).toBe(PolicyMatchCondition.Equals);
+    });
+
+    it('should get field values for main field with alternative field given and has values', () => {
+        const filter = {
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.StartsWith,
+                    field: 'RESOURCE_TYPE',
+                    values: [{ value: 'container' }, { value: 'dataFlow' }],
+                },
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'TYPE',
+                    values: [{ value: 'dataset' }],
+                },
+            ],
+        };
+
+        // should only return values from main field
+        expect(getFieldCondition(filter, 'TYPE', 'RESOURCE_TYPE')).toBe(PolicyMatchCondition.Equals);
+    });
+});
+describe('setFieldValues', () => {
+    it('should remove a field if you pass in an empty array', () => {
+        const filter = {
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'RESOURCE_TYPE',
+                    values: [{ value: 'dataset' }],
+                },
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'TYPE',
+                    values: [{ value: 'dataJob' }],
+                },
+            ],
+        };
+
+        expect(setFieldValues(filter, 'RESOURCE_TYPE', [])).toMatchObject({
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'TYPE',
+                    values: [{ value: 'dataJob' }],
+                },
+            ],
+        });
+    });
+
+    it('should set values for a field properly', () => {
+        const filter = {
+            criteria: [],
+        };
+
+        expect(setFieldValues(filter, 'TYPE', [{ value: 'dataFlow' }])).toMatchObject({
+            criteria: [
+                {
+                    condition: PolicyMatchCondition.Equals,
+                    field: 'TYPE',
+                    values: [{ value: 'dataFlow' }],
+                },
+            ],
+        });
+    });
+});
diff --git a/datahub-web-react/src/app/permissions/policy/constants.ts b/datahub-web-react/src/app/permissions/policy/constants.ts
new file mode 100644
index 00000000000000..cdd20bf9b50d6a
--- /dev/null
+++ b/datahub-web-react/src/app/permissions/policy/constants.ts
@@ -0,0 +1,4 @@
+export const TYPE = 'TYPE';
+export const RESOURCE_TYPE = 'RESOURCE_TYPE';
+export const URN = 'URN';
+export const RESOURCE_URN = 'RESOURCE_URN';
diff --git a/datahub-web-react/src/app/permissions/policy/policyUtils.ts b/datahub-web-react/src/app/permissions/policy/policyUtils.ts
index b71a38f80fc256..d6221a0a9293af 100644
--- a/datahub-web-react/src/app/permissions/policy/policyUtils.ts
+++ b/datahub-web-react/src/app/permissions/policy/policyUtils.ts
@@ -114,12 +114,28 @@ export const convertLegacyResourceFilter = (resourceFilter: Maybe<ResourceFilter
     };
 };
 
-export const getFieldValues = (filter: Maybe<PolicyMatchFilter> | undefined, resourceFieldType: string) => {
-    return filter?.criteria?.find((criterion) => criterion.field === resourceFieldType)?.values || [];
+export const getFieldValues = (
+    filter: Maybe<PolicyMatchFilter> | undefined,
+    resourceFieldType: string,
+    alternateResourceFieldType?: string,
+) => {
+    return (
+        filter?.criteria?.find((criterion) => criterion.field === resourceFieldType)?.values ||
+        filter?.criteria?.find((criterion) => criterion.field === alternateResourceFieldType)?.values ||
+        []
+    );
 };
 
-export const getFieldCondition = (filter: Maybe<PolicyMatchFilter> | undefined, resourceFieldType: string) => {
-    return filter?.criteria?.find((criterion) => criterion.field === resourceFieldType)?.condition || null;
+export const getFieldCondition = (
+    filter: Maybe<PolicyMatchFilter> | undefined,
+    resourceFieldType: string,
+    alternateResourceFieldType?: string,
+) => {
+    return (
+        filter?.criteria?.find((criterion) => criterion.field === resourceFieldType)?.condition ||
+        filter?.criteria?.find((criterion) => criterion.field === alternateResourceFieldType)?.condition ||
+        null
+    );
 };
 
 export const getFieldValuesOfTags = (filter: Maybe<PolicyMatchFilter> | undefined, resourceFieldType: string) => {

From 8b5fb711929e465c45c58e6db8c657c2623cb5e9 Mon Sep 17 00:00:00 2001
From: Chris Collins <chriscollins3456@gmail.com>
Date: Wed, 11 Dec 2024 18:45:46 -0500
Subject: [PATCH 40/54] feat(structuredProps) Add frontend for managing
 structured props and filtering by them (#12097)

---
 .../datahub/graphql/GmsGraphQLEngine.java     |  14 +
 .../authorization/AuthorizationUtils.java     |   5 +
 .../datahub/graphql/resolvers/MeResolver.java |   4 +
 .../resolvers/config/AppConfigResolver.java   |   1 +
 .../AggregateAcrossEntitiesResolver.java      |   8 +-
 .../search/SearchAcrossEntitiesResolver.java  |  80 ++-
 .../graphql/resolvers/search/SearchUtils.java |  22 +
 .../graphql/types/mappers/MapperUtils.java    |   3 +
 .../src/main/resources/app.graphql            |  14 +
 .../src/main/resources/search.graphql         |  10 +
 .../SearchAcrossEntitiesResolverTest.java     |   6 +-
 datahub-web-react/src/Mocks.tsx               |  66 ++-
 .../SearchBar/SearchBar.stories.tsx           |  99 ++++
 .../components/SearchBar/SearchBar.tsx        |  30 ++
 .../components/SearchBar/components.ts        |  33 ++
 .../components/SearchBar/index.ts             |   1 +
 .../components/SearchBar/types.ts             |   7 +
 .../src/alchemy-components/index.ts           |   1 +
 datahub-web-react/src/app/SearchRoutes.tsx    |  18 +-
 datahub-web-react/src/app/analytics/event.ts  |  86 +++-
 .../src/app/buildEntityRegistry.ts            |   2 +
 .../src/app/entity/Access/RoleEntity.tsx      |   4 +
 datahub-web-react/src/app/entity/Entity.tsx   |   5 +
 .../src/app/entity/EntityRegistry.tsx         |   4 +
 .../BusinessAttributeEntity.tsx               |   2 +
 .../src/app/entity/chart/ChartEntity.tsx      |   2 +
 .../app/entity/container/ContainerEntity.tsx  |   2 +
 .../app/entity/dashboard/DashboardEntity.tsx  |   2 +
 .../app/entity/dataFlow/DataFlowEntity.tsx    |   2 +
 .../src/app/entity/dataJob/DataJobEntity.tsx  |   2 +
 .../dataPlatform/DataPlatformEntity.tsx       |   4 +
 .../DataPlatformInstanceEntity.tsx            |   4 +
 .../entity/dataProduct/DataProductEntity.tsx  |   4 +
 .../src/app/entity/dataset/DatasetEntity.tsx  |   2 +
 .../src/app/entity/domain/DomainEntity.tsx    |   2 +
 .../ERModelRelationshipEntity.tsx             |   2 +
 .../glossaryNode/GlossaryNodeEntity.tsx       |   2 +
 .../glossaryTerm/GlossaryTermEntity.tsx       |   2 +
 .../src/app/entity/group/Group.tsx            |   2 +
 .../app/entity/mlFeature/MLFeatureEntity.tsx  |   2 +
 .../mlFeatureTable/MLFeatureTableEntity.tsx   |   2 +
 .../src/app/entity/mlModel/MLModelEntity.tsx  |   2 +
 .../mlModelGroup/MLModelGroupEntity.tsx       |   2 +
 .../mlPrimaryKey/MLPrimaryKeyEntity.tsx       |   2 +
 .../SchemaFieldPropertiesEntity.tsx           |   2 +
 .../Properties/useStructuredProperties.tsx    |  19 +
 .../StructuredPropertyEntity.tsx              |  86 ++++
 datahub-web-react/src/app/entity/tag/Tag.tsx  |   2 +
 .../src/app/entity/user/User.tsx              |   2 +
 .../structuredProperties/AdvancedOptions.tsx  |  64 +++
 .../AllowedValuesDrawer.tsx                   | 142 ++++++
 .../AllowedValuesField.tsx                    |  77 +++
 .../DisplayPreferences.tsx                    | 165 ++++++
 .../EmptyStructuredProperties.tsx             |  29 ++
 .../structuredProperties/RequiredAsterisk.tsx |  12 +
 .../StructuredProperties.tsx                  | 115 +++++
 .../StructuredPropsDrawer.tsx                 | 396 +++++++++++++++
 .../StructuredPropsForm.tsx                   | 139 +++++
 .../StructuredPropsFormSection.tsx            | 176 +++++++
 .../StructuredPropsTable.tsx                  | 376 ++++++++++++++
 .../ViewAdvancedOptions.tsx                   |  43 ++
 .../ViewDisplayPreferences.tsx                |  86 ++++
 .../ViewStructuredPropsDrawer.tsx             | 142 ++++++
 .../govern/structuredProperties/cacheUtils.ts | 102 ++++
 .../structuredProperties/styledComponents.ts  | 473 ++++++++++++++++++
 .../structuredProperties/useStructuredProp.ts | 135 +++++
 .../app/govern/structuredProperties/utils.ts  | 249 +++++++++
 .../src/app/search/SearchPage.tsx             |   2 +-
 .../src/app/search/filters/ActiveFilter.tsx   |  11 +-
 .../filters/DateRangeMenu/DateRangeMenu.tsx   |  88 ++++
 .../DateRangeMenu/useDateRangeFilterValues.ts |  48 ++
 .../EntityTypeFilter/entityTypeFilterUtils.ts |   2 +-
 .../src/app/search/filters/FilterOption.tsx   |   9 +-
 .../app/search/filters/MoreFilterOption.tsx   |  17 +-
 .../search/filters/OptionsDropdownMenu.tsx    |  15 +
 .../src/app/search/filters/SearchFilter.tsx   |   8 +-
 .../app/search/filters/SearchFilterView.tsx   |  12 +-
 .../app/search/filters/mapFilterOption.tsx    |   2 +-
 .../src/app/search/filters/types.ts           |   1 +
 .../filters/useSearchFilterDropdown.tsx       |  18 +-
 .../src/app/search/filters/utils.tsx          |  62 ++-
 .../src/app/search/utils/constants.ts         |   5 +
 .../src/app/shared/admin/HeaderLinks.tsx      |  25 +
 datahub-web-react/src/app/shared/constants.ts |   3 +
 .../app/sharedV2/modals/ConfirmationModal.tsx |  76 +++
 .../src/app/sharedV2/toastMessageUtils.ts     |  18 +
 datahub-web-react/src/appConfigContext.tsx    |   1 +
 datahub-web-react/src/conf/Global.ts          |   1 +
 datahub-web-react/src/graphql/app.graphql     |   1 +
 .../src/graphql/fragments.graphql             |  55 ++
 datahub-web-react/src/graphql/lineage.graphql |  35 ++
 datahub-web-react/src/graphql/me.graphql      |   2 +
 datahub-web-react/src/graphql/search.graphql  |  90 ++++
 .../src/graphql/structuredProperties.graphql  | 137 +++++
 datahub-web-react/src/images/empty-forms.svg  |  48 ++
 datahub-web-react/src/images/table-icon.svg   |   3 +
 .../request/AggregationQueryBuilder.java      |  54 +-
 .../fixtures/SampleDataFixtureTestBase.java   |  17 +-
 .../request/AggregationQueryBuilderTest.java  | 117 +++--
 .../request/SearchRequestHandlerTest.java     |   3 +-
 .../linkedin/metadata/query/SearchFlags.pdl   |   6 +
 .../metadata/search/AggregationMetadata.pdl   |   5 +
 .../graphql/featureflags/FeatureFlags.java    |   1 +
 .../src/main/resources/application.yaml       |   1 +
 ...linkedin.analytics.analytics.snapshot.json |   2 +-
 .../com.linkedin.entity.aspects.snapshot.json |  54 +-
 ...com.linkedin.entity.entities.snapshot.json |  75 ++-
 .../com.linkedin.entity.runs.snapshot.json    |  52 +-
 ...nkedin.operations.operations.snapshot.json |  52 +-
 ...m.linkedin.platform.platform.snapshot.json |  60 ++-
 .../datahubusage/DataHubUsageEventType.java   |  10 +-
 .../war/src/main/resources/boot/policies.json |   6 +-
 .../authorization/PoliciesConfig.java         |   6 +
 113 files changed, 4694 insertions(+), 223 deletions(-)
 create mode 100644 datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.stories.tsx
 create mode 100644 datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.tsx
 create mode 100644 datahub-web-react/src/alchemy-components/components/SearchBar/components.ts
 create mode 100644 datahub-web-react/src/alchemy-components/components/SearchBar/index.ts
 create mode 100644 datahub-web-react/src/alchemy-components/components/SearchBar/types.ts
 create mode 100644 datahub-web-react/src/app/entity/structuredProperty/StructuredPropertyEntity.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/AdvancedOptions.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/AllowedValuesDrawer.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/AllowedValuesField.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/DisplayPreferences.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/EmptyStructuredProperties.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/RequiredAsterisk.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/StructuredProperties.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/StructuredPropsDrawer.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/StructuredPropsForm.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/StructuredPropsFormSection.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/StructuredPropsTable.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/ViewAdvancedOptions.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/ViewDisplayPreferences.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/ViewStructuredPropsDrawer.tsx
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/cacheUtils.ts
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/styledComponents.ts
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/useStructuredProp.ts
 create mode 100644 datahub-web-react/src/app/govern/structuredProperties/utils.ts
 create mode 100644 datahub-web-react/src/app/search/filters/DateRangeMenu/DateRangeMenu.tsx
 create mode 100644 datahub-web-react/src/app/search/filters/DateRangeMenu/useDateRangeFilterValues.ts
 create mode 100644 datahub-web-react/src/app/sharedV2/modals/ConfirmationModal.tsx
 create mode 100644 datahub-web-react/src/app/sharedV2/toastMessageUtils.ts
 create mode 100644 datahub-web-react/src/images/empty-forms.svg
 create mode 100644 datahub-web-react/src/images/table-icon.svg

diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/GmsGraphQLEngine.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/GmsGraphQLEngine.java
index d1da55268a50d5..079a20619d1eab 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/GmsGraphQLEngine.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/GmsGraphQLEngine.java
@@ -67,6 +67,7 @@
 import com.linkedin.datahub.graphql.generated.EntityPath;
 import com.linkedin.datahub.graphql.generated.EntityRelationship;
 import com.linkedin.datahub.graphql.generated.EntityRelationshipLegacy;
+import com.linkedin.datahub.graphql.generated.FacetMetadata;
 import com.linkedin.datahub.graphql.generated.ForeignKeyConstraint;
 import com.linkedin.datahub.graphql.generated.FormActorAssignment;
 import com.linkedin.datahub.graphql.generated.FreshnessContract;
@@ -1474,6 +1475,19 @@ private void configureGenericEntityResolvers(final RuntimeWiring.Builder builder
                     "entity",
                     new EntityTypeResolver(
                         entityTypes, (env) -> ((BrowsePathEntry) env.getSource()).getEntity())))
+        .type(
+            "FacetMetadata",
+            typeWiring ->
+                typeWiring.dataFetcher(
+                    "entity",
+                    new EntityTypeResolver(
+                        entityTypes,
+                        (env) -> {
+                          FacetMetadata facetMetadata = env.getSource();
+                          return facetMetadata.getEntity() != null
+                              ? facetMetadata.getEntity()
+                              : null;
+                        })))
         .type(
             "LineageRelationship",
             typeWiring ->
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/authorization/AuthorizationUtils.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/authorization/AuthorizationUtils.java
index ca60acaa805387..c25d6af75fe76d 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/authorization/AuthorizationUtils.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/authorization/AuthorizationUtils.java
@@ -339,6 +339,11 @@ public static boolean canManageStructuredProperties(@Nonnull QueryContext contex
         context.getOperationContext(), PoliciesConfig.MANAGE_STRUCTURED_PROPERTIES_PRIVILEGE);
   }
 
+  public static boolean canViewStructuredPropertiesPage(@Nonnull QueryContext context) {
+    return AuthUtil.isAuthorized(
+        context.getOperationContext(), PoliciesConfig.VIEW_STRUCTURED_PROPERTIES_PAGE_PRIVILEGE);
+  }
+
   public static boolean canManageForms(@Nonnull QueryContext context) {
     return AuthUtil.isAuthorized(
         context.getOperationContext(), PoliciesConfig.MANAGE_DOCUMENTATION_FORMS_PRIVILEGE);
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/MeResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/MeResolver.java
index b1101ae3ee8657..8297392e642d51 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/MeResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/MeResolver.java
@@ -93,6 +93,10 @@ public CompletableFuture<AuthenticatedUser> get(DataFetchingEnvironment environm
                 BusinessAttributeAuthorizationUtils.canCreateBusinessAttribute(context));
             platformPrivileges.setManageBusinessAttributes(
                 BusinessAttributeAuthorizationUtils.canManageBusinessAttribute(context));
+            platformPrivileges.setManageStructuredProperties(
+                AuthorizationUtils.canManageStructuredProperties(context));
+            platformPrivileges.setViewStructuredPropertiesPage(
+                AuthorizationUtils.canViewStructuredPropertiesPage(context));
             // Construct and return authenticated user object.
             final AuthenticatedUser authUser = new AuthenticatedUser();
             authUser.setCorpUser(corpUser);
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/config/AppConfigResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/config/AppConfigResolver.java
index 259d05c631557d..3647eb55b2583a 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/config/AppConfigResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/config/AppConfigResolver.java
@@ -188,6 +188,7 @@ public CompletableFuture<AppConfig> get(final DataFetchingEnvironment environmen
             .setDataContractsEnabled(_featureFlags.isDataContractsEnabled())
             .setEditableDatasetNameEnabled(_featureFlags.isEditableDatasetNameEnabled())
             .setShowSeparateSiblings(_featureFlags.isShowSeparateSiblings())
+            .setShowManageStructuredProperties(_featureFlags.isShowManageStructuredProperties())
             .build();
 
     appConfig.setFeatureFlags(featureFlagsConfig);
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/AggregateAcrossEntitiesResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/AggregateAcrossEntitiesResolver.java
index 29b71d95ad9749..31ed2de7a6d513 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/AggregateAcrossEntitiesResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/AggregateAcrossEntitiesResolver.java
@@ -66,11 +66,17 @@ public CompletableFuture<AggregateResults> get(DataFetchingEnvironment environme
 
           final Filter inputFilter = ResolverUtils.buildFilter(null, input.getOrFilters());
 
-          final SearchFlags searchFlags = mapInputFlags(context, input.getSearchFlags());
+          final SearchFlags searchFlags =
+              input.getSearchFlags() != null
+                  ? mapInputFlags(context, input.getSearchFlags())
+                  : new SearchFlags();
 
           final List<String> facets =
               input.getFacets() != null && input.getFacets().size() > 0 ? input.getFacets() : null;
 
+          // do not include default facets if we're requesting any facets specifically
+          searchFlags.setIncludeDefaultFacets(facets == null || facets.size() <= 0);
+
           List<String> finalEntities =
               maybeResolvedView != null
                   ? SearchUtils.intersectEntityTypes(
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolver.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolver.java
index d103704146d399..29bc3a82a16498 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolver.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolver.java
@@ -2,19 +2,28 @@
 
 import static com.linkedin.datahub.graphql.resolvers.ResolverUtils.bindArgument;
 import static com.linkedin.datahub.graphql.resolvers.search.SearchUtils.*;
+import static com.linkedin.datahub.graphql.resolvers.search.SearchUtils.getEntityNames;
 
+import com.google.common.collect.ImmutableList;
 import com.linkedin.common.urn.UrnUtils;
 import com.linkedin.datahub.graphql.QueryContext;
 import com.linkedin.datahub.graphql.concurrency.GraphQLConcurrencyUtils;
+import com.linkedin.datahub.graphql.generated.EntityType;
 import com.linkedin.datahub.graphql.generated.SearchAcrossEntitiesInput;
 import com.linkedin.datahub.graphql.generated.SearchResults;
 import com.linkedin.datahub.graphql.resolvers.ResolverUtils;
 import com.linkedin.datahub.graphql.types.mappers.UrnSearchResultsMapper;
 import com.linkedin.entity.client.EntityClient;
 import com.linkedin.metadata.query.SearchFlags;
+import com.linkedin.metadata.query.filter.Condition;
+import com.linkedin.metadata.query.filter.ConjunctiveCriterion;
+import com.linkedin.metadata.query.filter.ConjunctiveCriterionArray;
+import com.linkedin.metadata.query.filter.CriterionArray;
 import com.linkedin.metadata.query.filter.Filter;
 import com.linkedin.metadata.query.filter.SortCriterion;
+import com.linkedin.metadata.search.SearchResult;
 import com.linkedin.metadata.service.ViewService;
+import com.linkedin.metadata.utils.CriterionUtils;
 import com.linkedin.view.DataHubViewInfo;
 import graphql.schema.DataFetcher;
 import graphql.schema.DataFetchingEnvironment;
@@ -64,24 +73,7 @@ public CompletableFuture<SearchResults> get(DataFetchingEnvironment environment)
               ResolverUtils.buildFilter(input.getFilters(), input.getOrFilters());
 
           SearchFlags searchFlags = mapInputFlags(context, input.getSearchFlags());
-          List<SortCriterion> sortCriteria;
-          if (input.getSortInput() != null) {
-            if (input.getSortInput().getSortCriteria() != null) {
-              sortCriteria =
-                  input.getSortInput().getSortCriteria().stream()
-                      .map(SearchUtils::mapSortCriterion)
-                      .collect(Collectors.toList());
-            } else {
-              sortCriteria =
-                  input.getSortInput().getSortCriterion() != null
-                      ? Collections.singletonList(
-                          mapSortCriterion(input.getSortInput().getSortCriterion()))
-                      : Collections.emptyList();
-            }
-
-          } else {
-            sortCriteria = Collections.emptyList();
-          }
+          List<SortCriterion> sortCriteria = SearchUtils.getSortCriteria(input.getSortInput());
 
           try {
             log.debug(
@@ -101,6 +93,14 @@ public CompletableFuture<SearchResults> get(DataFetchingEnvironment environment)
               return SearchUtils.createEmptySearchResults(start, count);
             }
 
+            boolean shouldIncludeStructuredPropertyFacets =
+                input.getSearchFlags() != null
+                        && input.getSearchFlags().getIncludeStructuredPropertyFacets() != null
+                    ? input.getSearchFlags().getIncludeStructuredPropertyFacets()
+                    : false;
+            List<String> structuredPropertyFacets =
+                shouldIncludeStructuredPropertyFacets ? getStructuredPropertyFacets(context) : null;
+
             return UrnSearchResultsMapper.map(
                 context,
                 _entityClient.searchAcrossEntities(
@@ -113,7 +113,8 @@ public CompletableFuture<SearchResults> get(DataFetchingEnvironment environment)
                         : baseFilter,
                     start,
                     count,
-                    sortCriteria));
+                    sortCriteria,
+                    structuredPropertyFacets));
           } catch (Exception e) {
             log.error(
                 "Failed to execute search for multiple entities: entity types {}, query {}, filters: {}, start: {}, count: {}",
@@ -133,4 +134,45 @@ public CompletableFuture<SearchResults> get(DataFetchingEnvironment environment)
         this.getClass().getSimpleName(),
         "get");
   }
+
+  private List<String> getStructuredPropertyFacets(final QueryContext context) {
+    try {
+      SearchFlags searchFlags = new SearchFlags().setSkipCache(true);
+      SearchResult result =
+          _entityClient.searchAcrossEntities(
+              context.getOperationContext().withSearchFlags(flags -> searchFlags),
+              getEntityNames(ImmutableList.of(EntityType.STRUCTURED_PROPERTY)),
+              "*",
+              createStructuredPropertyFilter(),
+              0,
+              100,
+              Collections.emptyList(),
+              null);
+      return result.getEntities().stream()
+          .map(entity -> String.format("structuredProperties.%s", entity.getEntity().getId()))
+          .collect(Collectors.toList());
+    } catch (Exception e) {
+      log.error("Failed to get structured property facets to filter on", e);
+      return Collections.emptyList();
+    }
+  }
+
+  private Filter createStructuredPropertyFilter() {
+    return new Filter()
+        .setOr(
+            new ConjunctiveCriterionArray(
+                ImmutableList.of(
+                    new ConjunctiveCriterion()
+                        .setAnd(
+                            new CriterionArray(
+                                ImmutableList.of(
+                                    CriterionUtils.buildCriterion(
+                                        "filterStatus", Condition.EQUAL, "ENABLED")))),
+                    new ConjunctiveCriterion()
+                        .setAnd(
+                            new CriterionArray(
+                                ImmutableList.of(
+                                    CriterionUtils.buildCriterion(
+                                        "showInSearchFilters", Condition.EQUAL, "true")))))));
+  }
 }
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchUtils.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchUtils.java
index 04777c3fcdb4e2..a01b3aaec9c982 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchUtils.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/resolvers/search/SearchUtils.java
@@ -22,6 +22,7 @@
 import com.linkedin.datahub.graphql.generated.EntityType;
 import com.linkedin.datahub.graphql.generated.FacetFilterInput;
 import com.linkedin.datahub.graphql.generated.SearchResults;
+import com.linkedin.datahub.graphql.generated.SearchSortInput;
 import com.linkedin.datahub.graphql.types.common.mappers.SearchFlagsInputMapper;
 import com.linkedin.datahub.graphql.types.entitytype.EntityTypeMapper;
 import com.linkedin.metadata.query.SearchFlags;
@@ -326,4 +327,25 @@ public static SearchResults createEmptySearchResults(final int start, final int
     result.setFacets(new ArrayList<>());
     return result;
   }
+
+  public static List<SortCriterion> getSortCriteria(@Nullable final SearchSortInput sortInput) {
+    List<SortCriterion> sortCriteria;
+    if (sortInput != null) {
+      if (sortInput.getSortCriteria() != null) {
+        sortCriteria =
+            sortInput.getSortCriteria().stream()
+                .map(SearchUtils::mapSortCriterion)
+                .collect(Collectors.toList());
+      } else {
+        sortCriteria =
+            sortInput.getSortCriterion() != null
+                ? Collections.singletonList(mapSortCriterion(sortInput.getSortCriterion()))
+                : new ArrayList<>();
+      }
+    } else {
+      sortCriteria = new ArrayList<>();
+    }
+
+    return sortCriteria;
+  }
 }
diff --git a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mappers/MapperUtils.java b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mappers/MapperUtils.java
index 0d69e62c621a60..8fe58df2d2edec 100644
--- a/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mappers/MapperUtils.java
+++ b/datahub-graphql-core/src/main/java/com/linkedin/datahub/graphql/types/mappers/MapperUtils.java
@@ -70,6 +70,9 @@ public static FacetMetadata mapFacet(
         aggregationFacets.stream()
             .map(facet -> facet.equals("entity") || facet.contains("_entityType"))
             .collect(Collectors.toList());
+    if (aggregationMetadata.getEntity() != null) {
+      facetMetadata.setEntity(UrnToEntityMapper.map(context, aggregationMetadata.getEntity()));
+    }
     facetMetadata.setField(aggregationMetadata.getName());
     facetMetadata.setDisplayName(
         Optional.ofNullable(aggregationMetadata.getDisplayName())
diff --git a/datahub-graphql-core/src/main/resources/app.graphql b/datahub-graphql-core/src/main/resources/app.graphql
index 262d2384d84ada..28688903687235 100644
--- a/datahub-graphql-core/src/main/resources/app.graphql
+++ b/datahub-graphql-core/src/main/resources/app.graphql
@@ -156,6 +156,15 @@ type PlatformPrivileges {
   """
   manageBusinessAttributes: Boolean!
 
+  """
+  Whether the user can create, edit, and delete structured properties.
+  """
+  manageStructuredProperties: Boolean!
+
+  """
+  Whether the user can view the manage structured properties page.
+  """
+  viewStructuredPropertiesPage: Boolean!
 }
 
 """
@@ -517,6 +526,11 @@ type FeatureFlagsConfig {
   If turned on, all siblings will be separated with no way to get to a "combined" sibling view
   """
   showSeparateSiblings: Boolean!
+
+  """
+  If turned on, show the manage structured properties tab in the govern dropdown
+  """
+  showManageStructuredProperties: Boolean!
 }
 
 """
diff --git a/datahub-graphql-core/src/main/resources/search.graphql b/datahub-graphql-core/src/main/resources/search.graphql
index d0f669f05f9598..82bfb9ee26fc42 100644
--- a/datahub-graphql-core/src/main/resources/search.graphql
+++ b/datahub-graphql-core/src/main/resources/search.graphql
@@ -167,6 +167,11 @@ input  SearchFlags {
   fields to include for custom Highlighting
   """
   customHighlightingFields: [String!]
+
+  """
+  Whether or not to fetch and request for structured property facets when doing a search
+  """
+  includeStructuredPropertyFacets: Boolean
 }
 
 """
@@ -872,6 +877,11 @@ type FacetMetadata {
   """
   displayName: String
 
+  """
+  Entity corresponding to the facet
+  """
+  entity: Entity
+
   """
   Aggregated search result counts by value of the field
   """
diff --git a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolverTest.java b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolverTest.java
index 42768b8a2de21b..89d218683e33ec 100644
--- a/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolverTest.java
+++ b/datahub-graphql-core/src/test/java/com/linkedin/datahub/graphql/resolvers/search/SearchAcrossEntitiesResolverTest.java
@@ -471,7 +471,8 @@ private static EntityClient initMockEntityClient(
                 Mockito.eq(filter),
                 Mockito.eq(start),
                 Mockito.eq(limit),
-                Mockito.eq(Collections.emptyList())))
+                Mockito.eq(Collections.emptyList()),
+                Mockito.eq(null)))
         .thenReturn(result);
     return client;
   }
@@ -496,7 +497,8 @@ private static void verifyMockEntityClient(
             Mockito.eq(filter),
             Mockito.eq(start),
             Mockito.eq(limit),
-            Mockito.eq(Collections.emptyList()));
+            Mockito.eq(Collections.emptyList()),
+            Mockito.eq(null));
   }
 
   private static void verifyMockViewService(ViewService mockService, Urn viewUrn) {
diff --git a/datahub-web-react/src/Mocks.tsx b/datahub-web-react/src/Mocks.tsx
index 329d6250e576ab..73a789030ce6fb 100644
--- a/datahub-web-react/src/Mocks.tsx
+++ b/datahub-web-react/src/Mocks.tsx
@@ -2204,7 +2204,7 @@ export const mocks = [
                     count: 10,
                     filters: [],
                     orFilters: [],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -2244,6 +2244,7 @@ export const mocks = [
                             field: 'origin',
                             displayName: 'origin',
                             aggregations: [{ value: 'PROD', count: 3, entity: null }],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -2252,6 +2253,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -2261,6 +2263,7 @@ export const mocks = [
                                 { value: 'MySQL', count: 1, entity: null },
                                 { value: 'Kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                     suggestions: [],
@@ -2290,7 +2293,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -2325,6 +2328,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -2333,6 +2337,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -2343,6 +2348,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                     suggestions: [],
@@ -2393,6 +2399,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -2401,6 +2408,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -2410,6 +2418,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -2464,7 +2473,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -2501,6 +2510,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -2510,6 +2520,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -2520,6 +2531,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null, __typename: 'AggregationMetadata' },
                                 { value: 'kafka', count: 1, entity: null, __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -2669,6 +2681,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -2677,6 +2690,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -2686,6 +2700,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -2743,6 +2758,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -2751,6 +2767,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -2760,6 +2777,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -2809,6 +2827,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -2822,6 +2841,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -2953,6 +2973,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -2966,6 +2987,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3013,7 +3035,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -3050,6 +3072,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         // {
                         //     displayName: 'Domain',
@@ -3071,6 +3094,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -3096,6 +3120,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3181,7 +3206,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -3215,6 +3240,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -3228,6 +3254,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3256,7 +3283,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -3290,6 +3317,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -3298,6 +3326,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -3307,6 +3336,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3335,7 +3365,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -3377,6 +3407,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -3385,6 +3416,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -3394,6 +3426,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3428,7 +3461,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -3465,6 +3498,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -3474,6 +3508,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -3484,6 +3519,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null, __typename: 'AggregationMetadata' },
                                 { value: 'kafka', count: 1, entity: null, __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3518,7 +3554,7 @@ export const mocks = [
                             ],
                         },
                     ],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -3555,6 +3591,7 @@ export const mocks = [
                                     __typename: 'AggregationMetadata',
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -3564,6 +3601,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             __typename: 'FacetMetadata',
@@ -3574,6 +3612,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null, __typename: 'AggregationMetadata' },
                                 { value: 'kafka', count: 1, entity: null, __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3635,6 +3674,8 @@ export const mocks = [
                         manageGlobalAnnouncements: true,
                         createBusinessAttributes: true,
                         manageBusinessAttributes: true,
+                        manageStructuredProperties: true,
+                        viewStructuredPropertiesPage: true,
                     },
                 },
             },
@@ -3722,7 +3763,7 @@ export const mocks = [
                     count: 10,
                     filters: [],
                     orFilters: [],
-                    searchFlags: { getSuggestions: true },
+                    searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
                 },
             },
         },
@@ -3821,6 +3862,7 @@ export const mocks = [
                                     entity: null,
                                 },
                             ],
+                            entity: null,
                         },
                         {
                             field: '_entityType',
@@ -3829,6 +3871,7 @@ export const mocks = [
                                 { count: 37, entity: null, value: 'DATASET', __typename: 'AggregationMetadata' },
                                 { count: 7, entity: null, value: 'CHART', __typename: 'AggregationMetadata' },
                             ],
+                            entity: null,
                         },
                         {
                             field: 'platform',
@@ -3838,6 +3881,7 @@ export const mocks = [
                                 { value: 'mysql', count: 1, entity: null },
                                 { value: 'kafka', count: 1, entity: null },
                             ],
+                            entity: null,
                         },
                     ],
                 },
@@ -3912,4 +3956,6 @@ export const platformPrivileges: PlatformPrivileges = {
     manageGlobalAnnouncements: true,
     createBusinessAttributes: true,
     manageBusinessAttributes: true,
+    manageStructuredProperties: true,
+    viewStructuredPropertiesPage: true,
 };
diff --git a/datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.stories.tsx b/datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.stories.tsx
new file mode 100644
index 00000000000000..9ae34356a71d6a
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.stories.tsx
@@ -0,0 +1,99 @@
+import React, { useState } from 'react';
+import { BADGE } from '@geometricpanda/storybook-addon-badges';
+import type { Meta, StoryObj } from '@storybook/react';
+import { GridList } from '@components/.docs/mdx-components';
+import { SearchBar, searchBarDefaults } from './SearchBar';
+import { SearchBarProps } from './types';
+
+const meta = {
+    title: 'Components / Search Bar',
+    component: SearchBar,
+
+    // Display Properties
+    parameters: {
+        layout: 'centered',
+        badges: [BADGE.STABLE, 'readyForDesignReview'],
+        docs: {
+            subtitle: 'A component that is used to get search bar',
+        },
+    },
+
+    // Component-level argTypes
+    argTypes: {
+        placeholder: {
+            description: 'Placeholder of search bar.',
+            table: {
+                defaultValue: { summary: searchBarDefaults.placeholder },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        value: {
+            description: 'Value of the search bar.',
+            table: {
+                defaultValue: { summary: searchBarDefaults.value },
+            },
+            control: false,
+        },
+        width: {
+            description: 'Width of the search bar.',
+            table: {
+                defaultValue: { summary: searchBarDefaults.width },
+            },
+            control: {
+                type: 'text',
+            },
+        },
+        allowClear: {
+            description: 'Whether clear button should be present.',
+            table: {
+                defaultValue: { summary: searchBarDefaults.allowClear?.toString() },
+            },
+            control: {
+                type: 'boolean',
+            },
+        },
+        onChange: {
+            description: 'On change function for the search bar.',
+        },
+    },
+
+    // Define defaults
+    args: {
+        placeholder: searchBarDefaults.placeholder,
+        value: searchBarDefaults.value,
+        allowClear: searchBarDefaults.allowClear,
+        width: searchBarDefaults.width,
+    },
+} satisfies Meta<typeof SearchBar>;
+
+export default meta;
+
+type Story = StoryObj<typeof meta>;
+
+const SandboxWrapper = (props: SearchBarProps) => {
+    const [value, setValue] = useState('');
+
+    const handleChange = (newValue: string) => {
+        setValue(newValue);
+    };
+
+    return <SearchBar {...props} value={value} onChange={handleChange} />;
+};
+
+export const sandbox: Story = {
+    tags: ['dev'],
+    render: (props) => {
+        return <SandboxWrapper {...props} />;
+    },
+};
+
+export const customWidths = () => (
+    <GridList isVertical>
+        <SearchBar width="500px" />
+        <SearchBar width="300px" />
+        <SearchBar width="200px" />
+        <SearchBar width="150px" />
+    </GridList>
+);
diff --git a/datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.tsx b/datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.tsx
new file mode 100644
index 00000000000000..f39f761058d8c7
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/SearchBar/SearchBar.tsx
@@ -0,0 +1,30 @@
+import { SearchOutlined } from '@ant-design/icons';
+import React from 'react';
+import { StyledSearchBar } from './components';
+import { SearchBarProps } from './types';
+
+export const searchBarDefaults: SearchBarProps = {
+    placeholder: 'Search..',
+    value: '',
+    width: '272px',
+    allowClear: true,
+};
+
+export const SearchBar = ({
+    placeholder = searchBarDefaults.placeholder,
+    value = searchBarDefaults.value,
+    width = searchBarDefaults.width,
+    allowClear = searchBarDefaults.allowClear,
+    onChange,
+}: SearchBarProps) => {
+    return (
+        <StyledSearchBar
+            placeholder={placeholder}
+            onChange={(e) => onChange?.(e.target.value)}
+            value={value}
+            prefix={<SearchOutlined />}
+            allowClear={allowClear}
+            $width={width}
+        />
+    );
+};
diff --git a/datahub-web-react/src/alchemy-components/components/SearchBar/components.ts b/datahub-web-react/src/alchemy-components/components/SearchBar/components.ts
new file mode 100644
index 00000000000000..7045801ddf092b
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/SearchBar/components.ts
@@ -0,0 +1,33 @@
+import { colors, typography } from '@src/alchemy-components/theme';
+import { Input } from 'antd';
+import styled from 'styled-components';
+
+export const StyledSearchBar = styled(Input)<{ $width?: string }>`
+    height: 40px;
+    width: ${(props) => props.$width};
+    display: flex;
+    align-items: center;
+    border-radius: 8px;
+
+    input {
+        color: ${colors.gray[600]};
+        font-size: ${typography.fontSizes.md} !important;
+    }
+
+    .ant-input-prefix {
+        width: 20px;
+        color: ${colors.gray[1800]};
+
+        svg {
+            height: 16px;
+            width: 16px;
+        }
+    }
+
+    &:hover,
+    &:focus,
+    &:focus-within {
+        border-color: ${colors.violet[300]} !important;
+        box-shadow: none !important;
+    }
+`;
diff --git a/datahub-web-react/src/alchemy-components/components/SearchBar/index.ts b/datahub-web-react/src/alchemy-components/components/SearchBar/index.ts
new file mode 100644
index 00000000000000..8c1933163b29fd
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/SearchBar/index.ts
@@ -0,0 +1 @@
+export { SearchBar } from './SearchBar';
diff --git a/datahub-web-react/src/alchemy-components/components/SearchBar/types.ts b/datahub-web-react/src/alchemy-components/components/SearchBar/types.ts
new file mode 100644
index 00000000000000..04ac218dc2cc6c
--- /dev/null
+++ b/datahub-web-react/src/alchemy-components/components/SearchBar/types.ts
@@ -0,0 +1,7 @@
+export interface SearchBarProps {
+    placeholder?: string;
+    value?: string;
+    width?: string;
+    onChange?: (value: string) => void;
+    allowClear?: boolean;
+}
diff --git a/datahub-web-react/src/alchemy-components/index.ts b/datahub-web-react/src/alchemy-components/index.ts
index 8ef4f73f4408ff..7e40d343e884dc 100644
--- a/datahub-web-react/src/alchemy-components/index.ts
+++ b/datahub-web-react/src/alchemy-components/index.ts
@@ -15,6 +15,7 @@ export * from './components/LineChart';
 export * from './components/PageTitle';
 export * from './components/Pills';
 export * from './components/Popover';
+export * from './components/SearchBar';
 export * from './components/Select';
 export * from './components/Switch';
 export * from './components/Table';
diff --git a/datahub-web-react/src/app/SearchRoutes.tsx b/datahub-web-react/src/app/SearchRoutes.tsx
index 3343260c72bcf6..024b6e0add15a3 100644
--- a/datahub-web-react/src/app/SearchRoutes.tsx
+++ b/datahub-web-react/src/app/SearchRoutes.tsx
@@ -11,23 +11,36 @@ import { AnalyticsPage } from './analyticsDashboard/components/AnalyticsPage';
 import { ManageIngestionPage } from './ingest/ManageIngestionPage';
 import GlossaryRoutes from './glossary/GlossaryRoutes';
 import { SettingsPage } from './settings/SettingsPage';
+import { useUserContext } from './context/useUserContext';
 import DomainRoutes from './domain/DomainRoutes';
-import { useBusinessAttributesFlag, useIsAppConfigContextLoaded, useIsNestedDomainsEnabled } from './useAppConfig';
+import {
+    useAppConfig,
+    useBusinessAttributesFlag,
+    useIsAppConfigContextLoaded,
+    useIsNestedDomainsEnabled,
+} from './useAppConfig';
 import { ManageDomainsPage } from './domain/ManageDomainsPage';
 import { BusinessAttributes } from './businessAttribute/BusinessAttributes';
+import StructuredProperties from './govern/structuredProperties/StructuredProperties';
 /**
  * Container for all searchable page routes
  */
 export const SearchRoutes = (): JSX.Element => {
     const entityRegistry = useEntityRegistry();
+    const me = useUserContext();
     const isNestedDomainsEnabled = useIsNestedDomainsEnabled();
     const entities = isNestedDomainsEnabled
         ? entityRegistry.getEntitiesForSearchRoutes()
         : entityRegistry.getNonGlossaryEntities();
+    const { config } = useAppConfig();
 
     const businessAttributesFlag = useBusinessAttributesFlag();
     const appConfigContextLoaded = useIsAppConfigContextLoaded();
 
+    const showStructuredProperties =
+        config?.featureFlags?.showManageStructuredProperties &&
+        (me.platformPrivileges?.manageStructuredProperties || me.platformPrivileges?.viewStructuredPropertiesPage);
+
     return (
         <SearchablePage>
             <Switch>
@@ -53,6 +66,9 @@ export const SearchRoutes = (): JSX.Element => {
                 <Route path={PageRoutes.INGESTION} render={() => <ManageIngestionPage />} />
                 <Route path={PageRoutes.SETTINGS} render={() => <SettingsPage />} />
                 <Route path={`${PageRoutes.GLOSSARY}*`} render={() => <GlossaryRoutes />} />
+                {showStructuredProperties && (
+                    <Route path={PageRoutes.STRUCTURED_PROPERTIES} render={() => <StructuredProperties />} />
+                )}
                 <Route
                     path={PageRoutes.BUSINESS_ATTRIBUTE}
                     render={() => {
diff --git a/datahub-web-react/src/app/analytics/event.ts b/datahub-web-react/src/app/analytics/event.ts
index c3a57830b8c504..9152f2fb8eedb8 100644
--- a/datahub-web-react/src/app/analytics/event.ts
+++ b/datahub-web-react/src/app/analytics/event.ts
@@ -1,4 +1,12 @@
-import { DataHubViewType, EntityType, RecommendationRenderType, ScenarioType } from '../../types.generated';
+import {
+    AllowedValue,
+    DataHubViewType,
+    EntityType,
+    PropertyCardinality,
+    PropertyValueInput,
+    RecommendationRenderType,
+    ScenarioType,
+} from '../../types.generated';
 import { EmbedLookupNotFoundReason } from '../embed/lookup/constants';
 import { Direction } from '../lineage/types';
 import { FilterMode } from '../search/utils/constants';
@@ -82,6 +90,14 @@ export enum EventType {
     EmbedProfileViewInDataHubEvent,
     EmbedLookupNotFoundEvent,
     CreateBusinessAttributeEvent,
+    CreateStructuredPropertyClickEvent,
+    CreateStructuredPropertyEvent,
+    EditStructuredPropertyEvent,
+    DeleteStructuredPropertyEvent,
+    ViewStructuredPropertyEvent,
+    ApplyStructuredPropertyEvent,
+    UpdateStructuredPropertyOnAssetEvent,
+    RemoveStructuredPropertyEvent,
 }
 
 /**
@@ -640,6 +656,64 @@ export interface CreateBusinessAttributeEvent extends BaseEvent {
     name: string;
 }
 
+export interface CreateStructuredPropertyClickEvent extends BaseEvent {
+    type: EventType.CreateStructuredPropertyClickEvent;
+}
+
+interface StructuredPropertyEvent extends BaseEvent {
+    propertyType: string;
+    appliesTo: string[];
+    qualifiedName?: string;
+    allowedAssetTypes?: string[];
+    allowedValues?: AllowedValue[];
+    cardinality?: PropertyCardinality;
+    showInFilters?: boolean;
+    isHidden: boolean;
+    showInSearchFilters: boolean;
+    showAsAssetBadge: boolean;
+    showInAssetSummary: boolean;
+    showInColumnsTable: boolean;
+}
+
+export interface CreateStructuredPropertyEvent extends StructuredPropertyEvent {
+    type: EventType.CreateStructuredPropertyEvent;
+}
+
+export interface EditStructuredPropertyEvent extends StructuredPropertyEvent {
+    type: EventType.EditStructuredPropertyEvent;
+    propertyUrn: string;
+}
+
+export interface DeleteStructuredPropertyEvent extends StructuredPropertyEvent {
+    type: EventType.DeleteStructuredPropertyEvent;
+    propertyUrn: string;
+}
+
+export interface ViewStructuredPropertyEvent extends BaseEvent {
+    type: EventType.ViewStructuredPropertyEvent;
+    propertyUrn: string;
+}
+
+interface StructuredPropertyOnAssetEvent extends BaseEvent {
+    propertyUrn: string;
+    propertyType: string;
+    assetUrn: string;
+    assetType: EntityType;
+}
+export interface ApplyStructuredPropertyEvent extends StructuredPropertyOnAssetEvent {
+    type: EventType.ApplyStructuredPropertyEvent;
+    values: PropertyValueInput[];
+}
+
+export interface UpdateStructuredPropertyOnAssetEvent extends StructuredPropertyOnAssetEvent {
+    type: EventType.UpdateStructuredPropertyOnAssetEvent;
+    values: PropertyValueInput[];
+}
+
+export interface RemoveStructuredPropertyEvent extends StructuredPropertyOnAssetEvent {
+    type: EventType.RemoveStructuredPropertyEvent;
+}
+
 /**
  * Event consisting of a union of specific event types.
  */
@@ -718,4 +792,12 @@ export type Event =
     | EmbedProfileViewEvent
     | EmbedProfileViewInDataHubEvent
     | EmbedLookupNotFoundEvent
-    | CreateBusinessAttributeEvent;
+    | CreateBusinessAttributeEvent
+    | CreateStructuredPropertyClickEvent
+    | CreateStructuredPropertyEvent
+    | EditStructuredPropertyEvent
+    | DeleteStructuredPropertyEvent
+    | ViewStructuredPropertyEvent
+    | ApplyStructuredPropertyEvent
+    | UpdateStructuredPropertyOnAssetEvent
+    | RemoveStructuredPropertyEvent;
diff --git a/datahub-web-react/src/app/buildEntityRegistry.ts b/datahub-web-react/src/app/buildEntityRegistry.ts
index 0b70986672be51..181ec7d328a587 100644
--- a/datahub-web-react/src/app/buildEntityRegistry.ts
+++ b/datahub-web-react/src/app/buildEntityRegistry.ts
@@ -24,6 +24,7 @@ import { RoleEntity } from './entity/Access/RoleEntity';
 import { RestrictedEntity } from './entity/restricted/RestrictedEntity';
 import { BusinessAttributeEntity } from './entity/businessAttribute/BusinessAttributeEntity';
 import { SchemaFieldPropertiesEntity } from './entity/schemaField/SchemaFieldPropertiesEntity';
+import { StructuredPropertyEntity } from './entity/structuredProperty/StructuredPropertyEntity';
 
 export default function buildEntityRegistry() {
     const registry = new EntityRegistry();
@@ -52,5 +53,6 @@ export default function buildEntityRegistry() {
     registry.register(new RestrictedEntity());
     registry.register(new BusinessAttributeEntity());
     registry.register(new SchemaFieldPropertiesEntity());
+    registry.register(new StructuredPropertyEntity());
     return registry;
 }
diff --git a/datahub-web-react/src/app/entity/Access/RoleEntity.tsx b/datahub-web-react/src/app/entity/Access/RoleEntity.tsx
index ab609b04f104ac..58a1ba8dd793b8 100644
--- a/datahub-web-react/src/app/entity/Access/RoleEntity.tsx
+++ b/datahub-web-react/src/app/entity/Access/RoleEntity.tsx
@@ -88,4 +88,8 @@ export class RoleEntity implements Entity<Role> {
     supportedCapabilities = () => {
         return new Set([EntityCapabilityType.OWNERS]);
     };
+
+    getGraphName = () => {
+        return 'roleEntity';
+    };
 }
diff --git a/datahub-web-react/src/app/entity/Entity.tsx b/datahub-web-react/src/app/entity/Entity.tsx
index 490f23330c5945..c56c97454a1d57 100644
--- a/datahub-web-react/src/app/entity/Entity.tsx
+++ b/datahub-web-react/src/app/entity/Entity.tsx
@@ -172,6 +172,11 @@ export interface Entity<T> {
      */
     getGenericEntityProperties: (data: T) => GenericEntityProperties | null;
 
+    /**
+     * Returns the graph name of the entity, as it appears in the GMS entity registry
+     */
+    getGraphName: () => string;
+
     /**
      * Returns the supported features for the entity
      */
diff --git a/datahub-web-react/src/app/entity/EntityRegistry.tsx b/datahub-web-react/src/app/entity/EntityRegistry.tsx
index 00e7385ff5784b..0f65390f959df2 100644
--- a/datahub-web-react/src/app/entity/EntityRegistry.tsx
+++ b/datahub-web-react/src/app/entity/EntityRegistry.tsx
@@ -241,4 +241,8 @@ export default class EntityRegistry {
         const entity = validatedGet(type, this.entityTypeToEntity);
         return entity.getCustomCardUrlPath?.();
     }
+
+    getGraphNameFromType(type: EntityType): string {
+        return validatedGet(type, this.entityTypeToEntity).getGraphName();
+    }
 }
diff --git a/datahub-web-react/src/app/entity/businessAttribute/BusinessAttributeEntity.tsx b/datahub-web-react/src/app/entity/businessAttribute/BusinessAttributeEntity.tsx
index b827a3c37d6a5c..442aaf735575ab 100644
--- a/datahub-web-react/src/app/entity/businessAttribute/BusinessAttributeEntity.tsx
+++ b/datahub-web-react/src/app/entity/businessAttribute/BusinessAttributeEntity.tsx
@@ -59,6 +59,8 @@ export class BusinessAttributeEntity implements Entity<BusinessAttribute> {
 
     getCollectionName = () => 'Business Attributes';
 
+    getGraphName = () => 'businessAttribute';
+
     getCustomCardUrlPath = () => PageRoutes.BUSINESS_ATTRIBUTE;
 
     isBrowseEnabled = () => false;
diff --git a/datahub-web-react/src/app/entity/chart/ChartEntity.tsx b/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
index 913d502972fe14..8a62a9018661e1 100644
--- a/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
+++ b/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
@@ -69,6 +69,8 @@ export class ChartEntity implements Entity<Chart> {
 
     getAutoCompleteFieldName = () => 'title';
 
+    getGraphName = () => 'chart';
+
     getPathName = () => 'chart';
 
     getEntityName = () => 'Chart';
diff --git a/datahub-web-react/src/app/entity/container/ContainerEntity.tsx b/datahub-web-react/src/app/entity/container/ContainerEntity.tsx
index 89f9122c6287f8..941e7fc3f552da 100644
--- a/datahub-web-react/src/app/entity/container/ContainerEntity.tsx
+++ b/datahub-web-react/src/app/entity/container/ContainerEntity.tsx
@@ -59,6 +59,8 @@ export class ContainerEntity implements Entity<Container> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'container';
+
     getPathName = () => 'container';
 
     getEntityName = () => 'Container';
diff --git a/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx b/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
index 9564cbc18198e4..95d4431d591790 100644
--- a/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
+++ b/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
@@ -291,6 +291,8 @@ export class DashboardEntity implements Entity<Dashboard> {
         ]);
     };
 
+    getGraphName = () => this.getPathName();
+
     renderEmbeddedProfile = (urn: string) => (
         <EmbeddedProfile
             urn={urn}
diff --git a/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx b/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
index fb5ea280087412..dd4ae833e76f1d 100644
--- a/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
@@ -53,6 +53,8 @@ export class DataFlowEntity implements Entity<DataFlow> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'dataFlow';
+
     getPathName = () => 'pipelines';
 
     getEntityName = () => 'Pipeline';
diff --git a/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx b/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
index fe1a906371e9d0..6bf95482269190 100644
--- a/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
@@ -64,6 +64,8 @@ export class DataJobEntity implements Entity<DataJob> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'dataJob';
+
     getPathName = () => 'tasks';
 
     getEntityName = () => 'Task';
diff --git a/datahub-web-react/src/app/entity/dataPlatform/DataPlatformEntity.tsx b/datahub-web-react/src/app/entity/dataPlatform/DataPlatformEntity.tsx
index 6687ec9f914c1b..89cbaf3cbeaa12 100644
--- a/datahub-web-react/src/app/entity/dataPlatform/DataPlatformEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataPlatform/DataPlatformEntity.tsx
@@ -71,4 +71,8 @@ export class DataPlatformEntity implements Entity<DataPlatform> {
     supportedCapabilities = () => {
         return new Set([]);
     };
+
+    getGraphName = () => {
+        return 'dataPlatform';
+    };
 }
diff --git a/datahub-web-react/src/app/entity/dataPlatformInstance/DataPlatformInstanceEntity.tsx b/datahub-web-react/src/app/entity/dataPlatformInstance/DataPlatformInstanceEntity.tsx
index a542e1b52f510d..d0db687ffed929 100644
--- a/datahub-web-react/src/app/entity/dataPlatformInstance/DataPlatformInstanceEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataPlatformInstance/DataPlatformInstanceEntity.tsx
@@ -58,4 +58,8 @@ export class DataPlatformInstanceEntity implements Entity<DataPlatformInstance>
     supportedCapabilities = () => {
         return new Set([]);
     };
+
+    getGraphName = () => {
+        return 'dataPlatformInstance';
+    };
 }
diff --git a/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx b/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx
index 6b31de84f85bb1..90c1127d9a5fcd 100644
--- a/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx
@@ -191,4 +191,8 @@ export class DataProductEntity implements Entity<DataProduct> {
             EntityCapabilityType.DOMAINS,
         ]);
     };
+
+    getGraphName = () => {
+        return 'dataProduct';
+    };
 }
diff --git a/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx b/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
index 21ae085832cb3f..07ab27a38f8893 100644
--- a/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
@@ -85,6 +85,8 @@ export class DatasetEntity implements Entity<Dataset> {
 
     getPathName = () => 'dataset';
 
+    getGraphName = () => 'dataset';
+
     getEntityName = () => 'Dataset';
 
     getCollectionName = () => 'Datasets';
diff --git a/datahub-web-react/src/app/entity/domain/DomainEntity.tsx b/datahub-web-react/src/app/entity/domain/DomainEntity.tsx
index 2b67c88a6ff235..81d245c230843f 100644
--- a/datahub-web-react/src/app/entity/domain/DomainEntity.tsx
+++ b/datahub-web-react/src/app/entity/domain/DomainEntity.tsx
@@ -60,6 +60,8 @@ export class DomainEntity implements Entity<Domain> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'domain';
+
     getPathName = () => 'domain';
 
     getEntityName = () => 'Domain';
diff --git a/datahub-web-react/src/app/entity/ermodelrelationships/ERModelRelationshipEntity.tsx b/datahub-web-react/src/app/entity/ermodelrelationships/ERModelRelationshipEntity.tsx
index aece3db1312afb..3eb950cb0e7ac5 100644
--- a/datahub-web-react/src/app/entity/ermodelrelationships/ERModelRelationshipEntity.tsx
+++ b/datahub-web-react/src/app/entity/ermodelrelationships/ERModelRelationshipEntity.tsx
@@ -58,6 +58,8 @@ export class ERModelRelationshipEntity implements Entity<ErModelRelationship> {
 
     getEntityName = () => 'ER-Model-Relationship';
 
+    getGraphName = () => 'erModelRelationship';
+
     renderProfile = (urn: string) => (
         <EntityProfile
             urn={urn}
diff --git a/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx b/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx
index 803c703b7f4c55..b214412dd29afa 100644
--- a/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx
+++ b/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx
@@ -147,6 +147,8 @@ class GlossaryNodeEntity implements Entity<GlossaryNode> {
             EntityCapabilityType.SOFT_DELETE,
         ]);
     };
+
+    getGraphName = () => this.getPathName();
 }
 
 export default GlossaryNodeEntity;
diff --git a/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx b/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx
index 8bbc0a693b2231..73c5a8e12122d3 100644
--- a/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx
+++ b/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx
@@ -179,4 +179,6 @@ export class GlossaryTermEntity implements Entity<GlossaryTerm> {
             EntityCapabilityType.SOFT_DELETE,
         ]);
     };
+
+    getGraphName = () => this.getPathName();
 }
diff --git a/datahub-web-react/src/app/entity/group/Group.tsx b/datahub-web-react/src/app/entity/group/Group.tsx
index cd9cf1ca6eec44..763db856f33ac6 100644
--- a/datahub-web-react/src/app/entity/group/Group.tsx
+++ b/datahub-web-react/src/app/entity/group/Group.tsx
@@ -40,6 +40,8 @@ export class GroupEntity implements Entity<CorpGroup> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName: () => string = () => 'corpGroup';
+
     getPathName: () => string = () => 'group';
 
     getEntityName = () => 'Group';
diff --git a/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx b/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx
index 2f2786b1c0d960..eecffdb2f38430 100644
--- a/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx
@@ -52,6 +52,8 @@ export class MLFeatureEntity implements Entity<MlFeature> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'mlFeature';
+
     getPathName = () => 'features';
 
     getEntityName = () => 'Feature';
diff --git a/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx b/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx
index 595c73fbc3cb67..8aa0c056b716fc 100644
--- a/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx
@@ -53,6 +53,8 @@ export class MLFeatureTableEntity implements Entity<MlFeatureTable> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'mlFeatureTable';
+
     getPathName = () => 'featureTables';
 
     getEntityName = () => 'Feature Table';
diff --git a/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx b/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx
index d4d0b37da9ec96..92f03aaef7a175 100644
--- a/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx
@@ -52,6 +52,8 @@ export class MLModelEntity implements Entity<MlModel> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'mlModel';
+
     getPathName = () => 'mlModels';
 
     getEntityName = () => 'ML Model';
diff --git a/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx b/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx
index 5896c1864cc435..b5d32275f97bfd 100644
--- a/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx
@@ -50,6 +50,8 @@ export class MLModelGroupEntity implements Entity<MlModelGroup> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'mlModelGroup';
+
     getPathName = () => 'mlModelGroup';
 
     getEntityName = () => 'ML Group';
diff --git a/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx b/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx
index 60c7531a4f57cc..119a566b04f135 100644
--- a/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx
@@ -51,6 +51,8 @@ export class MLPrimaryKeyEntity implements Entity<MlPrimaryKey> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'mlPrimaryKey';
+
     getPathName = () => 'mlPrimaryKeys';
 
     getEntityName = () => 'ML Primary Key';
diff --git a/datahub-web-react/src/app/entity/schemaField/SchemaFieldPropertiesEntity.tsx b/datahub-web-react/src/app/entity/schemaField/SchemaFieldPropertiesEntity.tsx
index 88743012ddbc8a..2c59c476195d0b 100644
--- a/datahub-web-react/src/app/entity/schemaField/SchemaFieldPropertiesEntity.tsx
+++ b/datahub-web-react/src/app/entity/schemaField/SchemaFieldPropertiesEntity.tsx
@@ -44,6 +44,8 @@ export class SchemaFieldPropertiesEntity implements Entity<SchemaFieldEntity> {
     // Currently unused.
     renderProfile = (_: string) => <></>;
 
+    getGraphName = () => 'schemaField';
+
     renderPreview = (previewType: PreviewType, data: SchemaFieldEntity) => {
         const parent = data.parent as Dataset;
         return (
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx
index 86365b8232905c..4635486c24d1d6 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx
@@ -23,6 +23,25 @@ export function mapStructuredPropertyValues(structuredPropertiesEntry: Structure
         }));
 }
 
+export function mapStructuredPropertyToPropertyRow(structuredPropertiesEntry: StructuredPropertiesEntry) {
+    const { displayName, qualifiedName } = structuredPropertiesEntry.structuredProperty.definition;
+    return {
+        displayName: displayName || qualifiedName,
+        qualifiedName,
+        values: mapStructuredPropertyValues(structuredPropertiesEntry),
+        dataType: structuredPropertiesEntry.structuredProperty.definition.valueType,
+        structuredProperty: structuredPropertiesEntry.structuredProperty,
+        type:
+            structuredPropertiesEntry.values[0] && structuredPropertiesEntry.values[0].__typename
+                ? {
+                      type: typeNameToType[structuredPropertiesEntry.values[0].__typename].type,
+                      nativeDataType: typeNameToType[structuredPropertiesEntry.values[0].__typename].nativeDataType,
+                  }
+                : undefined,
+        associatedUrn: structuredPropertiesEntry.associatedUrn,
+    };
+}
+
 // map the properties map into a list of PropertyRow objects to render in a table
 function getStructuredPropertyRows(entityData?: GenericEntityProperties | null) {
     const structuredPropertyRows: PropertyRow[] = [];
diff --git a/datahub-web-react/src/app/entity/structuredProperty/StructuredPropertyEntity.tsx b/datahub-web-react/src/app/entity/structuredProperty/StructuredPropertyEntity.tsx
new file mode 100644
index 00000000000000..2bdfd550652fa5
--- /dev/null
+++ b/datahub-web-react/src/app/entity/structuredProperty/StructuredPropertyEntity.tsx
@@ -0,0 +1,86 @@
+import * as React from 'react';
+import styled from 'styled-components';
+import TableIcon from '@src/images/table-icon.svg?react';
+import { TYPE_ICON_CLASS_NAME } from '@src/app/shared/constants';
+import DefaultPreviewCard from '@src/app/preview/DefaultPreviewCard';
+import { EntityType, SearchResult, StructuredPropertyEntity as StructuredProperty } from '../../../types.generated';
+import { Entity, IconStyleType, PreviewType } from '../Entity';
+import { getDataForEntityType } from '../shared/containers/profile/utils';
+import { urlEncodeUrn } from '../shared/utils';
+
+const PreviewPropIcon = styled(TableIcon)`
+    font-size: 20px;
+`;
+
+/**
+ * Definition of the DataHub Structured Property entity.
+ */
+export class StructuredPropertyEntity implements Entity<StructuredProperty> {
+    type: EntityType = EntityType.StructuredProperty;
+
+    icon = (fontSize?: number, styleType?: IconStyleType, color?: string) => {
+        if (styleType === IconStyleType.TAB_VIEW) {
+            return <TableIcon className={TYPE_ICON_CLASS_NAME} style={{ fontSize, color }} />;
+        }
+
+        if (styleType === IconStyleType.HIGHLIGHT) {
+            return <TableIcon className={TYPE_ICON_CLASS_NAME} style={{ fontSize, color: color || '#B37FEB' }} />;
+        }
+
+        return (
+            <TableIcon
+                className={TYPE_ICON_CLASS_NAME}
+                style={{
+                    fontSize,
+                    color: color || '#BFBFBF',
+                }}
+            />
+        );
+    };
+
+    isSearchEnabled = () => false;
+
+    isBrowseEnabled = () => false;
+
+    isLineageEnabled = () => false;
+
+    getAutoCompleteFieldName = () => 'name';
+
+    getGraphName = () => 'structuredProperty';
+
+    getPathName: () => string = () => this.getGraphName();
+
+    getCollectionName: () => string = () => 'Structured Properties';
+
+    getEntityName: () => string = () => 'Structured Property';
+
+    renderProfile: (urn: string) => JSX.Element = (_urn) => <div />; // not used right now
+
+    renderPreview = (previewType: PreviewType, data: StructuredProperty) => (
+        <DefaultPreviewCard
+            description={data.definition?.description || ''}
+            name={this.displayName(data)}
+            urn={data.urn}
+            url={`/${this.getPathName()}/${urlEncodeUrn(data.urn)}`}
+            logoComponent={<PreviewPropIcon />}
+            typeIcon={this.icon(14, IconStyleType.ACCENT)}
+            previewType={previewType}
+        />
+    );
+
+    renderSearch = (result: SearchResult) => {
+        return this.renderPreview(PreviewType.SEARCH, result.entity as StructuredProperty);
+    };
+
+    displayName = (data: StructuredProperty) => {
+        return data.definition?.displayName || data.definition?.qualifiedName || data.urn;
+    };
+
+    getGenericEntityProperties = (entity: StructuredProperty) => {
+        return getDataForEntityType({ data: entity, entityType: this.type, getOverrideProperties: (data) => data });
+    };
+
+    supportedCapabilities = () => {
+        return new Set([]);
+    };
+}
diff --git a/datahub-web-react/src/app/entity/tag/Tag.tsx b/datahub-web-react/src/app/entity/tag/Tag.tsx
index 6f0839e5f812be..d3c5b079660993 100644
--- a/datahub-web-react/src/app/entity/tag/Tag.tsx
+++ b/datahub-web-react/src/app/entity/tag/Tag.tsx
@@ -46,6 +46,8 @@ export class TagEntity implements Entity<Tag> {
 
     getAutoCompleteFieldName = () => 'name';
 
+    getGraphName = () => 'tag';
+
     getPathName: () => string = () => 'tag';
 
     getCollectionName: () => string = () => 'Tags';
diff --git a/datahub-web-react/src/app/entity/user/User.tsx b/datahub-web-react/src/app/entity/user/User.tsx
index ec1c5fbdc86980..058349f83eaecb 100644
--- a/datahub-web-react/src/app/entity/user/User.tsx
+++ b/datahub-web-react/src/app/entity/user/User.tsx
@@ -39,6 +39,8 @@ export class UserEntity implements Entity<CorpUser> {
 
     getAutoCompleteFieldName = () => 'username';
 
+    getGraphName: () => string = () => 'corpuser';
+
     getPathName: () => string = () => 'user';
 
     getEntityName = () => 'Person';
diff --git a/datahub-web-react/src/app/govern/structuredProperties/AdvancedOptions.tsx b/datahub-web-react/src/app/govern/structuredProperties/AdvancedOptions.tsx
new file mode 100644
index 00000000000000..620143258ef5f5
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/AdvancedOptions.tsx
@@ -0,0 +1,64 @@
+import { Icon, Input, Text, Tooltip } from '@components';
+import { Collapse, Form } from 'antd';
+import React from 'react';
+import { CollapseHeader, FlexContainer, InputLabel, StyledCollapse } from './styledComponents';
+
+interface Props {
+    isEditMode: boolean;
+}
+
+const AdvancedOptions = ({ isEditMode }: Props) => {
+    return (
+        <StyledCollapse
+            ghost
+            expandIcon={({ isActive }) => (
+                <Icon icon="ChevronRight" color="gray" size="4xl" rotate={isActive ? '90' : '0'} />
+            )}
+            expandIconPosition="end"
+            defaultActiveKey={[]}
+        >
+            <Collapse.Panel
+                key={1}
+                header={
+                    <CollapseHeader>
+                        <Text weight="bold" color="gray">
+                            Advanced Options
+                        </Text>
+                    </CollapseHeader>
+                }
+                forceRender
+            >
+                <InputLabel>
+                    <FlexContainer>
+                        Qualified Name
+                        <Tooltip
+                            title="Optionally provide a dot-separated fully qualified name for this property. This name serves as an ID, and must be unique across properties"
+                            showArrow={false}
+                        >
+                            <Icon icon="Info" color="violet" size="lg" />
+                        </Tooltip>
+                    </FlexContainer>
+                </InputLabel>
+                <Tooltip
+                    title={isEditMode && 'Once a property is created, Qualified Name cannot be changed'}
+                    showArrow={false}
+                >
+                    <Form.Item
+                        name="qualifiedName"
+                        rules={[
+                            {
+                                pattern: /^[^\s]*$/,
+                                whitespace: true,
+                                message: 'Qualified name cannot contain spaces',
+                            },
+                        ]}
+                    >
+                        <Input label="" placeholder="Optional - Qualified Name" isDisabled={isEditMode} />
+                    </Form.Item>
+                </Tooltip>
+            </Collapse.Panel>
+        </StyledCollapse>
+    );
+};
+
+export default AdvancedOptions;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/AllowedValuesDrawer.tsx b/datahub-web-react/src/app/govern/structuredProperties/AllowedValuesDrawer.tsx
new file mode 100644
index 00000000000000..f1dccb6db0c22c
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/AllowedValuesDrawer.tsx
@@ -0,0 +1,142 @@
+import { Button, Icon, Input, Text, TextArea } from '@src/alchemy-components';
+import { AllowedValue } from '@src/types.generated';
+import { Form, FormInstance } from 'antd';
+import { Tooltip } from '@components';
+import React, { useEffect, useRef } from 'react';
+import {
+    AddButtonContainer,
+    DeleteIconContainer,
+    FieldGroupContainer,
+    FormContainer,
+    InputLabel,
+    StyledDivider,
+    ValuesContainer,
+} from './styledComponents';
+import { PropValueField } from './utils';
+
+interface Props {
+    showAllowedValuesDrawer: boolean;
+    propType: PropValueField;
+    allowedValues: AllowedValue[] | undefined;
+    isEditMode: boolean;
+    noOfExistingValues: number;
+    form: FormInstance;
+}
+
+const AllowedValuesDrawer = ({
+    showAllowedValuesDrawer,
+    propType,
+    allowedValues,
+    isEditMode,
+    noOfExistingValues,
+    form,
+}: Props) => {
+    useEffect(() => {
+        form.setFieldsValue({ allowedValues: allowedValues || [{}] });
+    }, [form, showAllowedValuesDrawer, allowedValues]);
+
+    const containerRef = useRef<HTMLDivElement>(null);
+
+    // Scroll to the bottom to show the newly added fields
+    const scrollToBottom = () => {
+        if (containerRef.current) {
+            containerRef.current.scrollTop = containerRef.current.scrollHeight;
+        }
+    };
+
+    return (
+        <Form form={form}>
+            <Form.List name="allowedValues">
+                {(fields, { add, remove }) => (
+                    <FormContainer>
+                        {fields.length > 0 && (
+                            <ValuesContainer ref={containerRef} height={window.innerHeight}>
+                                {fields.map((field, index) => {
+                                    const isExisting = isEditMode && index < noOfExistingValues;
+
+                                    return (
+                                        <FieldGroupContainer key={field.name}>
+                                            <InputLabel>
+                                                Value
+                                                <Text color="red" weight="bold">
+                                                    *
+                                                </Text>
+                                            </InputLabel>
+                                            <Tooltip
+                                                title={isExisting && 'Editing existing allowed values is not permitted'}
+                                                showArrow={false}
+                                            >
+                                                <Form.Item
+                                                    {...field}
+                                                    name={[field.name, propType]}
+                                                    rules={[
+                                                        {
+                                                            required: true,
+                                                            message: 'Please enter the value!',
+                                                        },
+                                                    ]}
+                                                    key={`${field.name}.value`}
+                                                    validateTrigger={['onChange', 'onBlur']}
+                                                >
+                                                    <Input
+                                                        label=""
+                                                        placeholder="Provide a value"
+                                                        type={propType === 'numberValue' ? 'number' : 'text'}
+                                                        isDisabled={isExisting}
+                                                    />
+                                                </Form.Item>
+                                            </Tooltip>
+                                            <Form.Item
+                                                {...field}
+                                                name={[field.name, 'description']}
+                                                key={`${field.name}.desc`}
+                                            >
+                                                <TextArea
+                                                    label="Description"
+                                                    placeholder="Provide a description"
+                                                    isDisabled={isExisting}
+                                                />
+                                            </Form.Item>
+                                            {!isExisting && (
+                                                <DeleteIconContainer>
+                                                    <Tooltip
+                                                        title="Remove from the allowed values list"
+                                                        showArrow={false}
+                                                    >
+                                                        <Icon
+                                                            icon="Delete"
+                                                            onClick={() => remove(field.name)}
+                                                            color="gray"
+                                                            size="xl"
+                                                        />
+                                                    </Tooltip>
+                                                </DeleteIconContainer>
+                                            )}
+                                            {index < fields.length - 1 && <StyledDivider />}
+                                        </FieldGroupContainer>
+                                    );
+                                })}
+                            </ValuesContainer>
+                        )}
+
+                        <AddButtonContainer>
+                            <Tooltip title="Add a new value to the allowed list" showArrow={false}>
+                                <Button
+                                    onClick={() => {
+                                        add();
+                                        setTimeout(() => scrollToBottom(), 0);
+                                    }}
+                                    color="violet"
+                                >
+                                    Add
+                                </Button>
+                            </Tooltip>
+                        </AddButtonContainer>
+                    </FormContainer>
+                )}
+            </Form.List>
+        </Form>
+    );
+};
+
+export default AllowedValuesDrawer;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/AllowedValuesField.tsx b/datahub-web-react/src/app/govern/structuredProperties/AllowedValuesField.tsx
new file mode 100644
index 00000000000000..9a71d309c101f8
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/AllowedValuesField.tsx
@@ -0,0 +1,77 @@
+import { Icon, Text, Tooltip } from '@components';
+import { AllowedValue } from '@src/types.generated';
+import React from 'react';
+import {
+    FieldLabel,
+    FlexContainer,
+    ItemsContainer,
+    RowContainer,
+    StyledIcon,
+    ValueListContainer,
+    ValuesList,
+    ValueType,
+    VerticalDivider,
+} from './styledComponents';
+import { isStringOrNumberTypeSelected, PropValueField } from './utils';
+
+interface Props {
+    selectedValueType: string;
+    allowedValues: AllowedValue[] | undefined;
+    valueField: PropValueField;
+    setShowAllowedValuesDrawer: React.Dispatch<React.SetStateAction<boolean>>;
+}
+
+const AllowedValuesField = ({ selectedValueType, allowedValues, valueField, setShowAllowedValuesDrawer }: Props) => {
+    return (
+        <>
+            {isStringOrNumberTypeSelected(selectedValueType) && (
+                <RowContainer>
+                    <FieldLabel>
+                        <FlexContainer>
+                            Allowed Values
+                            <Tooltip
+                                title="Define the set of valid values for this property. If none are provided, any value will be allowed"
+                                showArrow={false}
+                            >
+                                <Icon icon="Info" color="violet" size="lg" />
+                            </Tooltip>
+                        </FlexContainer>
+                    </FieldLabel>
+
+                    {allowedValues && allowedValues.length > 0 ? (
+                        <ItemsContainer>
+                            <ValuesList>
+                                {allowedValues.map((val, index) => {
+                                    return (
+                                        <>
+                                            <Text>{val[valueField]}</Text>
+                                            {index < allowedValues.length - 1 && <VerticalDivider type="vertical" />}
+                                        </>
+                                    );
+                                })}
+                            </ValuesList>
+                            <Tooltip title="Update allowed values" showArrow={false}>
+                                <StyledIcon
+                                    icon="ChevronRight"
+                                    color="gray"
+                                    onClick={() => setShowAllowedValuesDrawer(true)}
+                                />
+                            </Tooltip>
+                        </ItemsContainer>
+                    ) : (
+                        <ValueListContainer>
+                            Any
+                            <ValueType>{valueField === 'stringValue' ? 'text' : 'number'} </ValueType>
+                            value will be allowed
+                            <Tooltip title="Update allowed values" showArrow={false}>
+                                <Icon icon="Add" color="gray" onClick={() => setShowAllowedValuesDrawer(true)} />
+                            </Tooltip>
+                        </ValueListContainer>
+                    )}
+                </RowContainer>
+            )}
+        </>
+    );
+};
+
+export default AllowedValuesField;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/DisplayPreferences.tsx b/datahub-web-react/src/app/govern/structuredProperties/DisplayPreferences.tsx
new file mode 100644
index 00000000000000..260c91ef93207c
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/DisplayPreferences.tsx
@@ -0,0 +1,165 @@
+import { Icon, Pill, Switch, Text } from '@src/alchemy-components';
+import { ConfirmationModal } from '@src/app/sharedV2/modals/ConfirmationModal';
+import { AllowedValue, StructuredPropertyEntity } from '@src/types.generated';
+import { Collapse } from 'antd';
+import React, { useState } from 'react';
+import { useUpdateStructuredPropertyMutation } from '@src/graphql/structuredProperties.generated';
+import { CollapseHeader, StyledCollapse, StyledFormItem, TogglesContainer } from './styledComponents';
+import { getDisplayName, canBeAssetBadge, StructuredProp } from './utils';
+
+const SCHEMA_FIELD_URN = 'urn:li:entityType:datahub.schemaField';
+
+interface Props {
+    formValues: StructuredProp | undefined;
+    handleDisplaySettingChange: (settingField: string, value: boolean) => void;
+    selectedValueType: string;
+    refetchProperties: () => void;
+    allowedValues?: AllowedValue[];
+    badgeProperty?: StructuredPropertyEntity;
+}
+
+const DisplayPreferences = ({
+    formValues,
+    handleDisplaySettingChange,
+    selectedValueType,
+    refetchProperties,
+    allowedValues,
+    badgeProperty,
+}: Props) => {
+    const [updateProperty] = useUpdateStructuredPropertyMutation();
+    const [showReplaceBadge, setShowReplaceBadge] = useState<boolean>(false);
+
+    const handleReplaceClose = () => {
+        setShowReplaceBadge(false);
+    };
+
+    function updateBadgePropertyToOff() {
+        if (badgeProperty) {
+            updateProperty({
+                variables: { input: { urn: badgeProperty.urn, settings: { showAsAssetBadge: false } } },
+            }).then(() => refetchProperties());
+        }
+    }
+
+    const hasAssetBadgeEnabled = formValues?.settings?.showAsAssetBadge;
+    const showInColumnsTable = formValues?.settings?.showInColumnsTable;
+    const hasColumnEntityType = formValues?.entityTypes?.includes(SCHEMA_FIELD_URN);
+
+    return (
+        <>
+            <StyledCollapse
+                ghost
+                expandIcon={({ isActive }) => (
+                    <Icon icon="ChevronRight" color="gray" size="4xl" rotate={isActive ? '90' : '0'} />
+                )}
+                expandIconPosition="end"
+                defaultActiveKey={[1]}
+            >
+                <Collapse.Panel
+                    key={1}
+                    header={
+                        <CollapseHeader>
+                            <Text weight="bold" color="gray">
+                                Display Preferences
+                            </Text>
+                        </CollapseHeader>
+                    }
+                    forceRender
+                >
+                    <TogglesContainer>
+                        <StyledFormItem name={['settings', 'isHidden']}>
+                            <Switch
+                                label="Hide Property"
+                                size="sm"
+                                checked={formValues?.settings?.isHidden}
+                                onChange={(e) => handleDisplaySettingChange('isHidden', e.target.checked)}
+                                labelHoverText="If enabled, this property will be hidden everywhere"
+                                data-testid="structured-props-hide-switch"
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showInSearchFilters']}>
+                            <Switch
+                                label="Show in Search Filters"
+                                size="sm"
+                                checked={formValues?.settings?.showInSearchFilters}
+                                onChange={(e) => handleDisplaySettingChange('showInSearchFilters', e.target.checked)}
+                                isDisabled={formValues?.settings?.isHidden}
+                                labelHoverText="If enabled, this property will appear in search filters"
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showInAssetSummary']}>
+                            <Switch
+                                label="Show in Asset Sidebar"
+                                size="sm"
+                                checked={formValues?.settings?.showInAssetSummary}
+                                onChange={(e) => handleDisplaySettingChange('showInAssetSummary', e.target.checked)}
+                                isDisabled={formValues?.settings?.isHidden}
+                                labelHoverText="If enabled, this property will appear in asset sidebar"
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showAsAssetBadge']}>
+                            <Switch
+                                label="Show as Asset Badge"
+                                size="sm"
+                                checked={formValues?.settings?.showAsAssetBadge === true}
+                                onChange={(e) => {
+                                    if (badgeProperty && e.target.checked) setShowReplaceBadge(true);
+                                    else handleDisplaySettingChange('showAsAssetBadge', e.target.checked);
+                                }}
+                                isDisabled={
+                                    !hasAssetBadgeEnabled &&
+                                    (formValues?.settings?.isHidden ||
+                                        !canBeAssetBadge(selectedValueType, allowedValues))
+                                }
+                                labelHoverText="If enabled, this property will appear as asset badge"
+                                disabledHoverText="Only Text or Number property types with allowed values defined can appear as an asset badge."
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showInColumnsTable']}>
+                            <Switch
+                                label="Show in Columns Table"
+                                size="sm"
+                                checked={formValues?.settings?.showInColumnsTable}
+                                onChange={(e) => handleDisplaySettingChange('showInColumnsTable', e.target.checked)}
+                                isDisabled={
+                                    !showInColumnsTable && (formValues?.settings?.isHidden || !hasColumnEntityType)
+                                }
+                                labelHoverText="If enabled, this property will appear as a column in the Columns table for Datasets"
+                                disabledHoverText="Property must apply to Columns in order to show in columns table."
+                                data-testid="structured-props-show-in-columns-table-switch"
+                            />
+                        </StyledFormItem>
+                    </TogglesContainer>
+                </Collapse.Panel>
+            </StyledCollapse>
+            {badgeProperty && (
+                <ConfirmationModal
+                    isOpen={showReplaceBadge}
+                    handleClose={handleReplaceClose}
+                    handleConfirm={() => {
+                        handleDisplaySettingChange('showAsAssetBadge', true);
+                        setShowReplaceBadge(false);
+                        updateBadgePropertyToOff();
+                    }}
+                    confirmButtonText="Update"
+                    modalTitle="Update Property"
+                    modalText={
+                        <p>
+                            <span>Another property </span>
+                            <Pill
+                                label={getDisplayName(badgeProperty)}
+                                size="sm"
+                                colorScheme="violet"
+                                clickable={false}
+                            />
+                            &nbsp;is already being shown on asset previews, but only one property is allowed at a time.
+                            Do you want to replace the current property? This will hide PropVal on all asset previews.
+                        </p>
+                    }
+                />
+            )}
+        </>
+    );
+};
+
+export default DisplayPreferences;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/EmptyStructuredProperties.tsx b/datahub-web-react/src/app/govern/structuredProperties/EmptyStructuredProperties.tsx
new file mode 100644
index 00000000000000..5f7f77b0582fdb
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/EmptyStructuredProperties.tsx
@@ -0,0 +1,29 @@
+import { Text } from '@components';
+import EmptyFormsImage from '@src/images/empty-forms.svg?react';
+import React from 'react';
+import { EmptyContainer } from './styledComponents';
+
+interface Props {
+    isEmptySearch?: boolean;
+}
+
+const EmptyStructuredProperties = ({ isEmptySearch }: Props) => {
+    return (
+        <EmptyContainer>
+            {isEmptySearch ? (
+                <Text size="lg" color="gray" weight="bold">
+                    No search results!
+                </Text>
+            ) : (
+                <>
+                    <EmptyFormsImage />
+                    <Text size="md" color="gray" weight="bold">
+                        No properties yet!
+                    </Text>
+                </>
+            )}
+        </EmptyContainer>
+    );
+};
+
+export default EmptyStructuredProperties;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/RequiredAsterisk.tsx b/datahub-web-react/src/app/govern/structuredProperties/RequiredAsterisk.tsx
new file mode 100644
index 00000000000000..5842c363b3b317
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/RequiredAsterisk.tsx
@@ -0,0 +1,12 @@
+import { Text } from '@components';
+import React from 'react';
+
+const RequiredAsterisk = () => {
+    return (
+        <Text color="red" weight="bold">
+            *
+        </Text>
+    );
+};
+
+export default RequiredAsterisk;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/StructuredProperties.tsx b/datahub-web-react/src/app/govern/structuredProperties/StructuredProperties.tsx
new file mode 100644
index 00000000000000..304bb77f37ed41
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/StructuredProperties.tsx
@@ -0,0 +1,115 @@
+import { Button, PageTitle, SearchBar, Tooltip } from '@components';
+import analytics, { EventType } from '@src/app/analytics';
+import { useUserContext } from '@src/app/context/useUserContext';
+import { useGetSearchResultsForMultipleQuery } from '@src/graphql/search.generated';
+import { EntityType, SearchResult, StructuredPropertyEntity } from '@src/types.generated';
+import React, { useState } from 'react';
+import StructuredPropsDrawer from './StructuredPropsDrawer';
+import StructuredPropsTable from './StructuredPropsTable';
+import { ButtonContainer, HeaderContainer, HeaderContent, PageContainer, TableContainer } from './styledComponents';
+import ViewStructuredPropsDrawer from './ViewStructuredPropsDrawer';
+
+const StructuredProperties = () => {
+    const [searchQuery, setSearchQuery] = useState<string>('');
+    const [isDrawerOpen, setIsDrawerOpen] = useState<boolean>(false);
+    const [isViewDrawerOpen, setIsViewDrawerOpen] = useState<boolean>(false);
+    const [selectedProperty, setSelectedProperty] = useState<SearchResult | undefined>();
+    const me = useUserContext();
+    const canEditProps = me.platformPrivileges?.manageStructuredProperties;
+
+    const handleSearch = (value) => {
+        setSearchQuery(value);
+    };
+
+    const inputs = {
+        types: [EntityType.StructuredProperty],
+        query: '',
+        start: 0,
+        count: 500,
+        searchFlags: { skipCache: true },
+    };
+
+    // Execute search
+    const { data, loading, refetch } = useGetSearchResultsForMultipleQuery({
+        variables: {
+            input: inputs,
+        },
+        fetchPolicy: 'cache-first',
+    });
+
+    const searchAcrossEntities = data?.searchAcrossEntities;
+    const noOfProperties = searchAcrossEntities?.searchResults?.length;
+    const badgeProperty = searchAcrossEntities?.searchResults.find(
+        (prop) => (prop.entity as StructuredPropertyEntity).settings?.showAsAssetBadge,
+    )?.entity;
+
+    return (
+        <PageContainer>
+            <HeaderContainer>
+                <HeaderContent>
+                    <PageTitle
+                        title="Structured Properties"
+                        pillLabel={noOfProperties ? noOfProperties.toString() : undefined}
+                        subTitle="Create and manage custom properties for your data assets"
+                    />
+                </HeaderContent>
+                <Tooltip
+                    showArrow={false}
+                    title={
+                        !canEditProps
+                            ? 'Must have permission to manage structured properties. Ask your DataHub administrator.'
+                            : null
+                    }
+                >
+                    <ButtonContainer>
+                        <Button
+                            disabled={!canEditProps}
+                            icon="Add"
+                            data-testid="structured-props-create-button"
+                            onClick={() => {
+                                setIsDrawerOpen(true);
+                                analytics.event({ type: EventType.CreateStructuredPropertyClickEvent });
+                            }}
+                        >
+                            Create
+                        </Button>
+                    </ButtonContainer>
+                </Tooltip>
+            </HeaderContainer>
+            <SearchBar placeholder="Search" value={searchQuery} onChange={(value) => handleSearch(value)} />
+            <TableContainer>
+                <StructuredPropsTable
+                    searchQuery={searchQuery}
+                    data={data}
+                    loading={loading}
+                    setIsDrawerOpen={setIsDrawerOpen}
+                    setIsViewDrawerOpen={setIsViewDrawerOpen}
+                    setSelectedProperty={setSelectedProperty}
+                    selectedProperty={selectedProperty}
+                    inputs={inputs}
+                    searchAcrossEntities={searchAcrossEntities}
+                />
+            </TableContainer>
+            <StructuredPropsDrawer
+                isDrawerOpen={isDrawerOpen}
+                setIsDrawerOpen={setIsDrawerOpen}
+                refetch={refetch}
+                selectedProperty={selectedProperty}
+                setSelectedProperty={setSelectedProperty}
+                inputs={inputs}
+                searchAcrossEntities={searchAcrossEntities}
+                badgeProperty={badgeProperty as StructuredPropertyEntity}
+            />
+            {selectedProperty && (
+                <ViewStructuredPropsDrawer
+                    isViewDrawerOpen={isViewDrawerOpen}
+                    setIsViewDrawerOpen={setIsViewDrawerOpen}
+                    selectedProperty={selectedProperty}
+                    setSelectedProperty={setSelectedProperty}
+                />
+            )}
+        </PageContainer>
+    );
+};
+
+export default StructuredProperties;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsDrawer.tsx b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsDrawer.tsx
new file mode 100644
index 00000000000000..4b2bbaaf96826b
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsDrawer.tsx
@@ -0,0 +1,396 @@
+import { LoadingOutlined } from '@ant-design/icons';
+import { useApolloClient } from '@apollo/client';
+import { Button, Text } from '@src/alchemy-components';
+import analytics, { EventType } from '@src/app/analytics';
+import { useUserContext } from '@src/app/context/useUserContext';
+import { showToastMessage, ToastType } from '@src/app/sharedV2/toastMessageUtils';
+import {
+    useCreateStructuredPropertyMutation,
+    useUpdateStructuredPropertyMutation,
+} from '@src/graphql/structuredProperties.generated';
+import {
+    AllowedValue,
+    PropertyCardinality,
+    SearchAcrossEntitiesInput,
+    SearchResult,
+    SearchResults,
+    StructuredPropertyEntity,
+    UpdateStructuredPropertyInput,
+} from '@src/types.generated';
+import { Form } from 'antd';
+import { Tooltip } from '@components';
+import React, { useEffect, useState } from 'react';
+import AllowedValuesDrawer from './AllowedValuesDrawer';
+import { updatePropertiesList } from './cacheUtils';
+import StructuredPropsForm from './StructuredPropsForm';
+import {
+    DrawerHeader,
+    FooterContainer,
+    StyledDrawer,
+    StyledIcon,
+    StyledSpin,
+    TitleContainer,
+} from './styledComponents';
+import useStructuredProp from './useStructuredProp';
+import {
+    getDisplayName,
+    getNewAllowedTypes,
+    getNewAllowedValues,
+    getNewEntityTypes,
+    getStringOrNumberValueField,
+    getValueType,
+    PropValueField,
+    StructuredProp,
+    valueTypes,
+} from './utils';
+
+interface Props {
+    isDrawerOpen: boolean;
+    setIsDrawerOpen: React.Dispatch<React.SetStateAction<boolean>>;
+    selectedProperty?: SearchResult;
+    setSelectedProperty: React.Dispatch<React.SetStateAction<SearchResult | undefined>>;
+    refetch: () => void;
+    inputs: SearchAcrossEntitiesInput;
+    searchAcrossEntities?: SearchResults | null;
+    badgeProperty?: StructuredPropertyEntity;
+}
+
+const StructuredPropsDrawer = ({
+    isDrawerOpen,
+    setIsDrawerOpen,
+    selectedProperty,
+    setSelectedProperty,
+    refetch,
+    inputs,
+    searchAcrossEntities,
+    badgeProperty,
+}: Props) => {
+    const [form] = Form.useForm();
+    const [valuesForm] = Form.useForm();
+    const me = useUserContext();
+    const canEditProps = me.platformPrivileges?.manageStructuredProperties;
+
+    const [createStructuredProperty] = useCreateStructuredPropertyMutation();
+    const [updateStructuredProperty] = useUpdateStructuredPropertyMutation();
+    const client = useApolloClient();
+
+    const [cardinality, setCardinality] = useState<PropertyCardinality>(PropertyCardinality.Single);
+    const [formValues, setFormValues] = useState<StructuredProp>();
+    const [selectedValueType, setSelectedValueType] = useState<string>('');
+    const [allowedValues, setAllowedValues] = useState<AllowedValue[] | undefined>([]);
+    const [isLoading, setIsLoading] = useState<boolean>(false);
+    const [valueField, setValueField] = useState<PropValueField>('stringValue');
+
+    const [showAllowedValuesDrawer, setShowAllowedValuesDrawer] = useState<boolean>(false);
+
+    const { handleTypeUpdate } = useStructuredProp({
+        selectedProperty,
+        form,
+        setFormValues,
+        setCardinality,
+        setSelectedValueType,
+    });
+
+    const isEditMode = !!selectedProperty;
+
+    const clearValues = () => {
+        form.resetFields();
+        setIsDrawerOpen(false);
+        setSelectedProperty(undefined);
+        setFormValues(undefined);
+        setSelectedValueType('');
+        setAllowedValues(undefined);
+        setCardinality(PropertyCardinality.Single);
+        setShowAllowedValuesDrawer(false);
+        valuesForm.resetFields();
+    };
+
+    const handleClose = () => {
+        clearValues();
+    };
+
+    const showErrorMessage = () => {
+        showToastMessage(ToastType.ERROR, `Failed to ${isEditMode ? 'update' : 'create'} structured property.`, 3);
+    };
+
+    const showSuccessMessage = () => {
+        showToastMessage(ToastType.SUCCESS, `Structured property ${isEditMode ? 'updated' : 'created'}!`, 3);
+    };
+
+    const handleSubmit = () => {
+        if (isEditMode) {
+            form.validateFields().then(() => {
+                const updateValues = {
+                    ...form.getFieldsValue(),
+                    allowedValues,
+                };
+
+                const editInput: UpdateStructuredPropertyInput = {
+                    urn: selectedProperty.entity.urn,
+                    displayName: updateValues.displayName,
+                    description: updateValues.description,
+                    typeQualifier: {
+                        newAllowedTypes: getNewAllowedTypes(
+                            selectedProperty.entity as StructuredPropertyEntity,
+                            updateValues,
+                        ),
+                    },
+                    newEntityTypes: getNewEntityTypes(
+                        selectedProperty.entity as StructuredPropertyEntity,
+                        updateValues,
+                    ),
+                    newAllowedValues: getNewAllowedValues(
+                        selectedProperty.entity as StructuredPropertyEntity,
+                        updateValues,
+                    ),
+                    setCardinalityAsMultiple: cardinality === PropertyCardinality.Multiple,
+                    settings: {
+                        isHidden: updateValues.settings?.isHidden ?? false,
+                        showInSearchFilters: updateValues.settings?.showInSearchFilters ?? false,
+                        showAsAssetBadge: updateValues.settings?.showAsAssetBadge ?? false,
+                        showInAssetSummary: updateValues.settings?.showInAssetSummary ?? false,
+                        showInColumnsTable: updateValues.settings?.showInColumnsTable ?? false,
+                    },
+                };
+
+                setIsLoading(true);
+                updateStructuredProperty({
+                    variables: {
+                        input: editInput,
+                    },
+                })
+                    .then(() => {
+                        analytics.event({
+                            type: EventType.EditStructuredPropertyEvent,
+                            propertyUrn: selectedProperty.entity.urn,
+                            propertyType:
+                                valueTypes.find((valType) => valType.value === form.getFieldValue('valueType'))?.urn ||
+                                '',
+                            appliesTo: form.getFieldValue('entityTypes'),
+                            qualifiedName: form.getFieldValue('qualifiedName'),
+                            allowedAssetTypes: form.getFieldValue(['typeQualifier', 'allowedTypes']),
+                            allowedValues: form.getFieldValue('allowedValues'),
+                            cardinality,
+                            isHidden: form.getFieldValue(['settings', 'isHidden']) ?? false,
+                            showInSearchFilters: form.getFieldValue(['settings', 'showInSearchFilters']) ?? false,
+                            showAsAssetBadge: form.getFieldValue(['settings', 'showAsAssetBadge']) ?? false,
+                            showInAssetSummary: form.getFieldValue(['settings', 'showInAssetSummary']) ?? false,
+                            showInColumnsTable: form.getFieldValue(['settings', 'showInColumnsTable']) ?? false,
+                        });
+                        refetch();
+                        showSuccessMessage();
+                    })
+                    .catch(() => {
+                        showErrorMessage();
+                    })
+                    .finally(() => {
+                        setIsLoading(false);
+                        clearValues();
+                    });
+            });
+        } else {
+            form.validateFields().then(() => {
+                const createInput = {
+                    ...form.getFieldsValue(),
+                    valueType: valueTypes.find((type) => type.value === form.getFieldValue('valueType'))?.urn,
+                    allowedValues,
+                    cardinality,
+                    settings: {
+                        isHidden: form.getFieldValue(['settings', 'isHidden']) ?? false,
+                        showInSearchFilters: form.getFieldValue(['settings', 'showInSearchFilters']) ?? false,
+                        showAsAssetBadge: form.getFieldValue(['settings', 'showAsAssetBadge']) ?? false,
+                        showInAssetSummary: form.getFieldValue(['settings', 'showInAssetSummary']) ?? false,
+                        showInColumnsTable: form.getFieldValue(['settings', 'showInColumnsTable']) ?? false,
+                    },
+                };
+
+                setIsLoading(true);
+                createStructuredProperty({
+                    variables: {
+                        input: createInput,
+                    },
+                })
+                    .then((res) => {
+                        analytics.event({
+                            type: EventType.CreateStructuredPropertyEvent,
+                            propertyType:
+                                valueTypes.find((valType) => valType.value === form.getFieldValue('valueType'))?.urn ||
+                                '',
+                            appliesTo: form.getFieldValue('entityTypes'),
+                            qualifiedName: form.getFieldValue('qualifiedName'),
+                            allowedAssetTypes: form.getFieldValue(['typeQualifier', 'allowedTypes']),
+                            allowedValues: form.getFieldValue('allowedValues'),
+                            cardinality,
+                            isHidden: form.getFieldValue(['settings', 'isHidden']) ?? false,
+                            showInSearchFilters: form.getFieldValue(['settings', 'showInSearchFilters']) ?? false,
+                            showAsAssetBadge: form.getFieldValue(['settings', 'showAsAssetBadge']) ?? false,
+                            showInAssetSummary: form.getFieldValue(['settings', 'showInAssetSummary']) ?? false,
+                            showInColumnsTable: form.getFieldValue(['settings', 'showInColumnsTable']) ?? false,
+                        });
+
+                        showSuccessMessage();
+                        updatePropertiesList(client, inputs, res.data?.createStructuredProperty, searchAcrossEntities);
+                    })
+                    .catch(() => {
+                        showErrorMessage();
+                    })
+                    .finally(() => {
+                        setIsLoading(false);
+                        clearValues();
+                    });
+            });
+        }
+    };
+
+    useEffect(() => {
+        if (selectedProperty) {
+            const entity = selectedProperty.entity as StructuredPropertyEntity;
+            const typeValue = getValueType(
+                entity.definition.valueType.urn,
+                entity.definition.cardinality || PropertyCardinality.Single,
+            );
+
+            const values: StructuredProp = {
+                displayName: getDisplayName(entity),
+                description: entity.definition.description,
+                qualifiedName: entity.definition.qualifiedName,
+                valueType: typeValue,
+                entityTypes: entity.definition.entityTypes.map((entityType) => entityType.urn),
+                typeQualifier: {
+                    allowedTypes: entity.definition.typeQualifier?.allowedTypes?.map((entityType) => entityType.urn),
+                },
+                immutable: entity.definition.immutable,
+                settings: entity.settings,
+            };
+
+            setFormValues(values);
+            if (typeValue) handleTypeUpdate(typeValue);
+            form.setFieldsValue(values);
+        } else {
+            setFormValues(undefined);
+            form.resetFields();
+            setSelectedValueType('');
+        }
+
+        // eslint-disable-next-line react-hooks/exhaustive-deps
+    }, [selectedProperty, form]);
+
+    useEffect(() => {
+        const entity = selectedProperty?.entity as StructuredPropertyEntity;
+        const field = getStringOrNumberValueField(selectedValueType);
+        setValueField(field);
+        const allowedList = entity?.definition?.allowedValues?.map((item) => {
+            return {
+                [field]: item.value[field],
+                description: item.description,
+            } as AllowedValue;
+        });
+        setAllowedValues(allowedList);
+    }, [selectedProperty, selectedValueType, setAllowedValues]);
+
+    const handleUpdateAllowedValues = () => {
+        valuesForm.validateFields().then(() => {
+            setAllowedValues(valuesForm.getFieldValue('allowedValues'));
+            form.setFieldValue('allowedValues', valuesForm.getFieldValue('allowedValues'));
+            setShowAllowedValuesDrawer(false);
+        });
+    };
+
+    return (
+        <StyledDrawer
+            open={isDrawerOpen}
+            closable={false}
+            width={480}
+            title={
+                <DrawerHeader>
+                    {showAllowedValuesDrawer ? (
+                        <TitleContainer>
+                            <StyledIcon
+                                icon="ArrowBack"
+                                color="gray"
+                                size="3xl"
+                                onClick={() => setShowAllowedValuesDrawer(false)}
+                            />
+                            <Text color="gray" weight="bold" size="lg">
+                                Allowed Values
+                            </Text>
+                        </TitleContainer>
+                    ) : (
+                        <Text color="gray" weight="bold" size="lg">
+                            {`${isEditMode ? 'Edit' : 'Create'} Structured Property`}
+                        </Text>
+                    )}
+                    <StyledIcon icon="Close" color="gray" onClick={handleClose} />
+                </DrawerHeader>
+            }
+            footer={
+                <Tooltip
+                    showArrow={false}
+                    title={
+                        !canEditProps
+                            ? 'Must have permission to manage structured properties. Ask your DataHub administrator.'
+                            : null
+                    }
+                >
+                    <FooterContainer>
+                        {showAllowedValuesDrawer ? (
+                            <Button
+                                style={{ display: 'block', width: '100%' }}
+                                onClick={handleUpdateAllowedValues}
+                                isDisabled={!canEditProps}
+                            >
+                                Update Allowed Values
+                            </Button>
+                        ) : (
+                            <Button
+                                style={{ display: 'block', width: '100%' }}
+                                onClick={handleSubmit}
+                                isDisabled={isLoading || !canEditProps}
+                                data-testid="structured-props-create-update-button"
+                            >
+                                {isEditMode ? 'Update' : 'Create'}
+                            </Button>
+                        )}
+                    </FooterContainer>
+                </Tooltip>
+            }
+            destroyOnClose
+        >
+            <StyledSpin spinning={isLoading} indicator={<LoadingOutlined />}>
+                {showAllowedValuesDrawer ? (
+                    <>
+                        <AllowedValuesDrawer
+                            showAllowedValuesDrawer={showAllowedValuesDrawer}
+                            propType={valueField}
+                            allowedValues={allowedValues}
+                            isEditMode={isEditMode}
+                            noOfExistingValues={
+                                (selectedProperty?.entity as StructuredPropertyEntity)?.definition?.allowedValues
+                                    ?.length || 0
+                            }
+                            form={valuesForm}
+                        />
+                    </>
+                ) : (
+                    <StructuredPropsForm
+                        selectedProperty={selectedProperty}
+                        form={form}
+                        formValues={formValues}
+                        setFormValues={setFormValues}
+                        setCardinality={setCardinality}
+                        isEditMode={isEditMode}
+                        selectedValueType={selectedValueType}
+                        setSelectedValueType={setSelectedValueType}
+                        allowedValues={allowedValues}
+                        valueField={valueField}
+                        setShowAllowedValuesDrawer={setShowAllowedValuesDrawer}
+                        refetchProperties={refetch}
+                        badgeProperty={badgeProperty}
+                    />
+                )}
+            </StyledSpin>
+        </StyledDrawer>
+    );
+};
+
+export default StructuredPropsDrawer;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsForm.tsx b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsForm.tsx
new file mode 100644
index 00000000000000..51599367228840
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsForm.tsx
@@ -0,0 +1,139 @@
+import { Icon, Input, SimpleSelect, TextArea } from '@src/alchemy-components';
+import { AllowedValue, PropertyCardinality, SearchResult, StructuredPropertyEntity } from '@src/types.generated';
+import { Form, FormInstance } from 'antd';
+import { Tooltip } from '@components';
+import React from 'react';
+import AdvancedOptions from './AdvancedOptions';
+import RequiredAsterisk from './RequiredAsterisk';
+import DisplayPreferences from './DisplayPreferences';
+import StructuredPropsFormSection from './StructuredPropsFormSection';
+import { FieldLabel, FlexContainer, GridFormItem, RowContainer } from './styledComponents';
+import useStructuredProp from './useStructuredProp';
+import { PropValueField, StructuredProp, valueTypes } from './utils';
+
+interface Props {
+    selectedProperty: SearchResult | undefined;
+    form: FormInstance;
+    formValues: StructuredProp | undefined;
+    setFormValues: React.Dispatch<React.SetStateAction<StructuredProp | undefined>>;
+    setCardinality: React.Dispatch<React.SetStateAction<PropertyCardinality>>;
+    isEditMode: boolean;
+    selectedValueType: string;
+    setSelectedValueType: React.Dispatch<React.SetStateAction<string>>;
+    allowedValues: AllowedValue[] | undefined;
+    valueField: PropValueField;
+    setShowAllowedValuesDrawer: React.Dispatch<React.SetStateAction<boolean>>;
+    refetchProperties: () => void;
+    badgeProperty?: StructuredPropertyEntity;
+}
+
+const StructuredPropsForm = ({
+    selectedProperty,
+    form,
+    formValues,
+    setFormValues,
+    isEditMode,
+    setCardinality,
+    selectedValueType,
+    setSelectedValueType,
+    allowedValues,
+    valueField,
+    setShowAllowedValuesDrawer,
+    refetchProperties,
+    badgeProperty,
+}: Props) => {
+    const { handleTypeUpdate, handleDisplaySettingChange } = useStructuredProp({
+        selectedProperty,
+        form,
+        setFormValues,
+        setCardinality,
+        setSelectedValueType,
+    });
+
+    return (
+        <Form form={form}>
+            <Form.Item
+                name="displayName"
+                rules={[
+                    {
+                        required: true,
+                        message: 'Please enter the name',
+                    },
+                ]}
+            >
+                <Input label="Name" placeholder="Provide a name" isRequired data-testid="structured-props-input-name" />
+            </Form.Item>
+            <Form.Item name="description">
+                <TextArea
+                    label="Description"
+                    placeholder="Provide a description"
+                    data-testid="structured-props-input-description"
+                />
+            </Form.Item>
+            <RowContainer>
+                <FieldLabel>
+                    <FlexContainer>
+                        Property Type
+                        <RequiredAsterisk />
+                        <Tooltip title="The allowed value type of the property" showArrow={false}>
+                            <Icon icon="Info" color="violet" size="lg" />
+                        </Tooltip>
+                    </FlexContainer>
+                </FieldLabel>
+
+                <Tooltip
+                    title={isEditMode && 'Once a property is created, its type cannot be changed'}
+                    showArrow={false}
+                >
+                    <GridFormItem
+                        name="valueType"
+                        rules={[
+                            {
+                                required: true,
+                                message: 'Please select the property type',
+                            },
+                        ]}
+                    >
+                        <SimpleSelect
+                            onUpdate={(values: any) => {
+                                handleTypeUpdate(values[0]);
+                            }}
+                            placeholder="Select Property Type"
+                            options={valueTypes}
+                            values={formValues?.valueType ? [formValues?.valueType] : undefined}
+                            isDisabled={isEditMode}
+                            showDescriptions
+                            data-testid="structured-props-select-input-type"
+                            optionListTestId="structured-props-property-type-options-list"
+                        />
+                    </GridFormItem>
+                </Tooltip>
+            </RowContainer>
+
+            <StructuredPropsFormSection
+                selectedProperty={selectedProperty}
+                form={form}
+                formValues={formValues}
+                setFormValues={setFormValues}
+                isEditMode={isEditMode}
+                setCardinality={setCardinality}
+                selectedValueType={selectedValueType}
+                setSelectedValueType={setSelectedValueType}
+                allowedValues={allowedValues}
+                valueField={valueField}
+                setShowAllowedValuesDrawer={setShowAllowedValuesDrawer}
+            />
+            <DisplayPreferences
+                formValues={formValues}
+                handleDisplaySettingChange={handleDisplaySettingChange}
+                selectedValueType={selectedValueType}
+                refetchProperties={refetchProperties}
+                badgeProperty={badgeProperty}
+                allowedValues={allowedValues}
+            />
+            <AdvancedOptions isEditMode={isEditMode} />
+        </Form>
+    );
+};
+
+export default StructuredPropsForm;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsFormSection.tsx b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsFormSection.tsx
new file mode 100644
index 00000000000000..82875c8f58a4dd
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsFormSection.tsx
@@ -0,0 +1,176 @@
+import { Icon, SimpleSelect, Text, Tooltip } from '@src/alchemy-components';
+import { AllowedValue, PropertyCardinality, SearchResult } from '@src/types.generated';
+import { Form, FormInstance } from 'antd';
+import React from 'react';
+import AllowedValuesField from './AllowedValuesField';
+import RequiredAsterisk from './RequiredAsterisk';
+import { FieldLabel, FlexContainer, RowContainer, SubTextContainer } from './styledComponents';
+import useStructuredProp from './useStructuredProp';
+import {
+    APPLIES_TO_ENTITIES,
+    isEntityTypeSelected,
+    PropValueField,
+    SEARCHABLE_ENTITY_TYPES,
+    StructuredProp,
+} from './utils';
+
+interface Props {
+    selectedProperty: SearchResult | undefined;
+    form: FormInstance;
+    formValues: StructuredProp | undefined;
+    setFormValues: React.Dispatch<React.SetStateAction<StructuredProp | undefined>>;
+    setCardinality: React.Dispatch<React.SetStateAction<PropertyCardinality>>;
+    isEditMode: boolean;
+    selectedValueType: string;
+    setSelectedValueType: React.Dispatch<React.SetStateAction<string>>;
+    allowedValues: AllowedValue[] | undefined;
+    valueField: PropValueField;
+    setShowAllowedValuesDrawer: React.Dispatch<React.SetStateAction<boolean>>;
+}
+
+const StructuredPropsFormSection = ({
+    selectedProperty,
+    form,
+    formValues,
+    setFormValues,
+    isEditMode,
+    setCardinality,
+    selectedValueType,
+    setSelectedValueType,
+    allowedValues,
+    valueField,
+    setShowAllowedValuesDrawer,
+}: Props) => {
+    const {
+        handleSelectChange,
+        handleSelectUpdateChange,
+        getEntitiesListOptions,
+        disabledEntityTypeValues,
+        disabledTypeQualifierValues,
+    } = useStructuredProp({
+        selectedProperty,
+        form,
+        setFormValues,
+        setCardinality,
+        setSelectedValueType,
+    });
+
+    return (
+        <>
+            {!(isEditMode && !allowedValues) && (
+                <AllowedValuesField
+                    selectedValueType={selectedValueType}
+                    allowedValues={allowedValues}
+                    valueField={valueField}
+                    setShowAllowedValuesDrawer={setShowAllowedValuesDrawer}
+                />
+            )}
+            {isEntityTypeSelected(selectedValueType) && (
+                <RowContainer>
+                    <FieldLabel>
+                        <FlexContainer>
+                            Allowed Entity Types
+                            <Tooltip
+                                title="Choose the types of entities that are allowed as values for this property"
+                                showArrow={false}
+                            >
+                                <Icon icon="Info" color="violet" size="lg" />
+                            </Tooltip>
+                        </FlexContainer>
+                        {isEditMode && (
+                            <SubTextContainer>
+                                <Text size="sm" weight="medium">
+                                    <Tooltip
+                                        title="Once a property is created, entity types cannot be removed"
+                                        showArrow={false}
+                                    >
+                                        (Add-only)
+                                    </Tooltip>
+                                </Text>
+                            </SubTextContainer>
+                        )}
+                    </FieldLabel>
+                    <Tooltip
+                        title={
+                            !formValues?.typeQualifier?.allowedTypes?.length &&
+                            'Any entity type will be accepted as a value'
+                        }
+                        showArrow={false}
+                    >
+                        <Form.Item name={['typeQualifier', 'allowedTypes']}>
+                            <SimpleSelect
+                                options={getEntitiesListOptions(SEARCHABLE_ENTITY_TYPES)}
+                                onUpdate={(values) =>
+                                    isEditMode
+                                        ? handleSelectUpdateChange(['typeQualifier', 'allowedTypes'], values)
+                                        : handleSelectChange(['typeQualifier', 'allowedTypes'], values)
+                                }
+                                placeholder="Any"
+                                isMultiSelect
+                                values={formValues?.typeQualifier?.allowedTypes}
+                                disabledValues={disabledTypeQualifierValues}
+                                width="full"
+                            />
+                        </Form.Item>
+                    </Tooltip>
+                </RowContainer>
+            )}
+            <RowContainer>
+                <FieldLabel>
+                    <FlexContainer>
+                        Applies to
+                        <RequiredAsterisk />
+                        <Tooltip
+                            title="Select the types of entities that this property can be added to"
+                            showArrow={false}
+                        >
+                            <Icon icon="Info" color="violet" size="lg" />
+                        </Tooltip>
+                    </FlexContainer>
+                    {isEditMode && (
+                        <SubTextContainer>
+                            <Text size="sm" weight="medium">
+                                <Tooltip
+                                    title="Once a property is created entity types cannot be removed"
+                                    showArrow={false}
+                                >
+                                    (Add-only)
+                                </Tooltip>
+                            </Text>
+                        </SubTextContainer>
+                    )}
+                </FieldLabel>
+
+                <Form.Item
+                    name="entityTypes"
+                    rules={[
+                        {
+                            required: true,
+                            message: 'Please select asset types this applies to',
+                        },
+                    ]}
+                >
+                    <SimpleSelect
+                        options={getEntitiesListOptions(APPLIES_TO_ENTITIES)}
+                        onUpdate={(values) =>
+                            isEditMode
+                                ? handleSelectUpdateChange('entityTypes', values)
+                                : handleSelectChange('entityTypes', values)
+                        }
+                        placeholder="Select Entity Types"
+                        isMultiSelect
+                        values={formValues?.entityTypes ? formValues?.entityTypes : undefined}
+                        disabledValues={disabledEntityTypeValues}
+                        width="full"
+                        showSelectAll
+                        selectAllLabel="All Asset Types"
+                        data-testid="structured-props-select-input-applies-to"
+                        optionListTestId="applies-to-options-list"
+                    />
+                </Form.Item>
+            </RowContainer>
+        </>
+    );
+};
+
+export default StructuredPropsFormSection;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsTable.tsx b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsTable.tsx
new file mode 100644
index 00000000000000..10c42c0925eeac
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/StructuredPropsTable.tsx
@@ -0,0 +1,376 @@
+import { useApolloClient } from '@apollo/client';
+import { Icon, Pill, Table, Text, Tooltip } from '@components';
+import { AlignmentOptions } from '@src/alchemy-components/theme/config';
+import analytics, { EventType } from '@src/app/analytics';
+import { useUserContext } from '@src/app/context/useUserContext';
+import { HoverEntityTooltip } from '@src/app/recommendations/renderer/component/HoverEntityTooltip';
+import { CustomAvatar } from '@src/app/shared/avatar';
+import { toLocalDateString, toRelativeTimeString } from '@src/app/shared/time/timeUtils';
+import { ConfirmationModal } from '@src/app/sharedV2/modals/ConfirmationModal';
+import { showToastMessage, ToastType } from '@src/app/sharedV2/toastMessageUtils';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { GetSearchResultsForMultipleQuery } from '@src/graphql/search.generated';
+import { useDeleteStructuredPropertyMutation } from '@src/graphql/structuredProperties.generated';
+import TableIcon from '@src/images/table-icon.svg?react';
+import {
+    Entity,
+    EntityType,
+    SearchAcrossEntitiesInput,
+    SearchResult,
+    SearchResults,
+    StructuredPropertyEntity,
+} from '@src/types.generated';
+import { Dropdown } from 'antd';
+import React, { useState } from 'react';
+import Highlight from 'react-highlighter';
+import { Link } from 'react-router-dom';
+import { removeFromPropertiesList } from './cacheUtils';
+import EmptyStructuredProperties from './EmptyStructuredProperties';
+import {
+    CardIcons,
+    CreatedByContainer,
+    DataContainer,
+    IconContainer,
+    MenuItem,
+    NameColumn,
+    PillContainer,
+    PillsContainer,
+    PropDescription,
+    PropName,
+} from './styledComponents';
+import { getDisplayName } from './utils';
+
+interface Props {
+    searchQuery: string;
+    data: GetSearchResultsForMultipleQuery | undefined;
+    loading: boolean;
+    setIsDrawerOpen: React.Dispatch<React.SetStateAction<boolean>>;
+    setIsViewDrawerOpen: React.Dispatch<React.SetStateAction<boolean>>;
+    selectedProperty?: SearchResult;
+    setSelectedProperty: React.Dispatch<React.SetStateAction<SearchResult | undefined>>;
+    inputs: SearchAcrossEntitiesInput;
+    searchAcrossEntities?: SearchResults | null;
+}
+
+const StructuredPropsTable = ({
+    searchQuery,
+    data,
+    loading,
+    setIsDrawerOpen,
+    setIsViewDrawerOpen,
+    selectedProperty,
+    setSelectedProperty,
+    inputs,
+    searchAcrossEntities,
+}: Props) => {
+    const entityRegistry = useEntityRegistry();
+    const client = useApolloClient();
+    const me = useUserContext();
+    const canEditProps = me.platformPrivileges?.manageStructuredProperties;
+
+    const structuredProperties = data?.searchAcrossEntities?.searchResults || [];
+
+    // Filter the table data based on the search query
+    const filteredProperties = structuredProperties
+        .filter((prop: any) => prop.entity.definition?.displayName?.toLowerCase().includes(searchQuery.toLowerCase()))
+        .sort(
+            (propA, propB) =>
+                ((propB.entity as StructuredPropertyEntity).definition.created?.time || 0) -
+                ((propA.entity as StructuredPropertyEntity).definition.created?.time || 0),
+        );
+
+    const [deleteStructuredProperty] = useDeleteStructuredPropertyMutation();
+
+    const [showConfirmDelete, setShowConfirmDelete] = useState<boolean>(false);
+
+    const handleDeleteProperty = (property) => {
+        const deleteEntity = property.entity as StructuredPropertyEntity;
+        showToastMessage(ToastType.LOADING, 'Deleting structured property', 1);
+        deleteStructuredProperty({
+            variables: {
+                input: {
+                    urn: deleteEntity.urn,
+                },
+            },
+        })
+            .then(() => {
+                analytics.event({
+                    type: EventType.DeleteStructuredPropertyEvent,
+                    propertyUrn: property.entity.urn,
+                    propertyType: deleteEntity.definition.valueType.urn,
+                    appliesTo: deleteEntity.definition.entityTypes.map((type) => type.urn),
+                    qualifiedName: deleteEntity.definition.qualifiedName,
+                    showInFilters: deleteEntity.settings?.showInSearchFilters,
+                    allowedAssetTypes: deleteEntity.definition.typeQualifier?.allowedTypes?.map(
+                        (allowedType) => allowedType.urn,
+                    ),
+                    allowedValues: deleteEntity.definition.allowedValues || undefined,
+                    cardinality: deleteEntity.definition.cardinality || undefined,
+                    isHidden: deleteEntity.settings?.isHidden ?? false,
+                    showInSearchFilters: deleteEntity.settings?.showInSearchFilters ?? false,
+                    showAsAssetBadge: deleteEntity.settings?.showAsAssetBadge ?? false,
+                    showInAssetSummary: deleteEntity.settings?.showInAssetSummary ?? false,
+                    showInColumnsTable: deleteEntity.settings?.showInColumnsTable ?? false,
+                });
+                showToastMessage(ToastType.SUCCESS, 'Structured property deleted successfully!', 3);
+                removeFromPropertiesList(client, inputs, property.entity.urn, searchAcrossEntities);
+            })
+            .catch(() => {
+                showToastMessage(ToastType.ERROR, 'Failed to delete structured property', 3);
+            });
+
+        setShowConfirmDelete(false);
+        setSelectedProperty(undefined);
+    };
+
+    const handleDeleteClose = () => {
+        setShowConfirmDelete(false);
+        setSelectedProperty(undefined);
+    };
+
+    if (!loading && !filteredProperties.length) {
+        return <EmptyStructuredProperties isEmptySearch={!!structuredProperties.length} />;
+    }
+
+    const columns = [
+        {
+            title: 'Name',
+            key: 'name',
+            render: (record) => {
+                return (
+                    <NameColumn>
+                        <IconContainer>
+                            <TableIcon color="#705EE4" />
+                        </IconContainer>
+                        <DataContainer>
+                            <PropName
+                                ellipsis={{ tooltip: getDisplayName(record.entity) }}
+                                onClick={() => {
+                                    if (canEditProps) setIsDrawerOpen(true);
+                                    else setIsViewDrawerOpen(true);
+
+                                    setSelectedProperty(record);
+                                    analytics.event({
+                                        type: EventType.ViewStructuredPropertyEvent,
+                                        propertyUrn: record.entity.urn,
+                                    });
+                                }}
+                            >
+                                <Highlight search={searchQuery}>{getDisplayName(record.entity)}</Highlight>
+                            </PropName>
+                            <PropDescription ellipsis>{record.entity.definition.description}</PropDescription>
+                        </DataContainer>
+                    </NameColumn>
+                );
+            },
+            width: '580px',
+            sorter: (sourceA, sourceB) => {
+                return getDisplayName(sourceA.entity).localeCompare(getDisplayName(sourceB.entity));
+            },
+        },
+        {
+            title: 'Entity Types',
+            key: 'entityTypes',
+            width: '270px',
+            render: (record) => {
+                const types = record.entity.definition.entityTypes;
+                const maxTypesToShow = 2;
+                const overflowCount = types.length - maxTypesToShow;
+
+                return (
+                    <PillsContainer>
+                        {types.slice(0, maxTypesToShow).map((entityType) => {
+                            const typeName = entityRegistry.getEntityName(entityType.info.type);
+                            return (
+                                <PillContainer>{typeName && <Pill label={typeName} clickable={false} />}</PillContainer>
+                            );
+                        })}
+                        {overflowCount > 0 && (
+                            <Tooltip
+                                title={types
+                                    .slice(maxTypesToShow)
+                                    .map((eType) => {
+                                        const name = entityRegistry.getEntityName(eType.info.type);
+                                        return name;
+                                    })
+                                    .join(', ')}
+                                showArrow={false}
+                            >
+                                <>
+                                    <Text>{`+${overflowCount}`}</Text>
+                                </>
+                            </Tooltip>
+                        )}
+                    </PillsContainer>
+                );
+            },
+        },
+        {
+            title: 'Creation Date',
+            key: 'creationDate',
+            render: (record) => {
+                const createdTime = record.entity.definition.created?.time;
+                return (
+                    <Tooltip title={toLocalDateString(createdTime)} showArrow={false}>
+                        {createdTime ? toRelativeTimeString(createdTime) : '-'}
+                    </Tooltip>
+                );
+            },
+            sorter: (sourceA, sourceB) => {
+                const timeA = sourceA.entity.definition.created?.time || Number.MAX_SAFE_INTEGER;
+                const timeB = sourceB.entity.definition.created?.time || Number.MAX_SAFE_INTEGER;
+
+                return timeA - timeB;
+            },
+        },
+
+        {
+            title: 'Created By',
+            key: 'createdBy',
+            render: (record) => {
+                const createdByUser = record.entity.definition?.created?.actor;
+                const name = createdByUser && entityRegistry.getDisplayName(EntityType.CorpUser, createdByUser);
+                const avatarUrl = createdByUser?.editableProperties?.pictureLink || undefined;
+
+                return (
+                    <>
+                        {createdByUser && (
+                            <HoverEntityTooltip entity={createdByUser as Entity}>
+                                <Link
+                                    to={`${entityRegistry.getEntityUrl(
+                                        EntityType.CorpUser,
+                                        (createdByUser as Entity).urn,
+                                    )}`}
+                                >
+                                    <CreatedByContainer>
+                                        <CustomAvatar size={20} name={name} photoUrl={avatarUrl} hideTooltip />
+                                        <Text color="gray" size="sm">
+                                            {name}
+                                        </Text>
+                                    </CreatedByContainer>
+                                </Link>
+                            </HoverEntityTooltip>
+                        )}
+                    </>
+                );
+            },
+            sorter: (sourceA, sourceB) => {
+                const createdByUserA = sourceA.entity.definition?.created?.actor;
+                const nameA = createdByUserA && entityRegistry.getDisplayName(EntityType.CorpUser, createdByUserA);
+                const createdByUserB = sourceB.entity.definition?.created?.actor;
+                const nameB = createdByUserB && entityRegistry.getDisplayName(EntityType.CorpUser, createdByUserB);
+
+                return nameA?.localeCompare(nameB);
+            },
+        },
+        {
+            title: '',
+            key: 'actions',
+            alignment: 'right' as AlignmentOptions,
+            render: (record) => {
+                const items = [
+                    {
+                        key: '0',
+                        label: (
+                            <MenuItem
+                                onClick={() => {
+                                    setIsViewDrawerOpen(true);
+                                    setSelectedProperty(record);
+                                    analytics.event({
+                                        type: EventType.ViewStructuredPropertyEvent,
+                                        propertyUrn: record.entity.urn,
+                                    });
+                                }}
+                            >
+                                View
+                            </MenuItem>
+                        ),
+                    },
+                    {
+                        key: '1',
+                        disabled: !canEditProps,
+                        label: (
+                            <Tooltip
+                                showArrow={false}
+                                title={
+                                    !canEditProps
+                                        ? 'Must have permission to manage structured properties. Ask your DataHub administrator.'
+                                        : null
+                                }
+                            >
+                                <MenuItem
+                                    onClick={() => {
+                                        if (canEditProps) {
+                                            setIsDrawerOpen(true);
+                                            setSelectedProperty(record);
+                                            analytics.event({
+                                                type: EventType.ViewStructuredPropertyEvent,
+                                                propertyUrn: record.entity.urn,
+                                            });
+                                        }
+                                    }}
+                                >
+                                    Edit
+                                </MenuItem>
+                            </Tooltip>
+                        ),
+                    },
+                    {
+                        key: '2',
+                        disabled: !canEditProps,
+                        label: (
+                            <Tooltip
+                                showArrow={false}
+                                title={
+                                    !canEditProps
+                                        ? 'Must have permission to manage structured properties. Ask your DataHub administrator.'
+                                        : null
+                                }
+                            >
+                                <MenuItem
+                                    onClick={() => {
+                                        if (canEditProps) {
+                                            setSelectedProperty(record);
+                                            setShowConfirmDelete(true);
+                                        }
+                                    }}
+                                >
+                                    <Text color="red">Delete </Text>
+                                </MenuItem>
+                            </Tooltip>
+                        ),
+                    },
+                ];
+                return (
+                    <>
+                        <CardIcons>
+                            <Dropdown menu={{ items }} trigger={['click']}>
+                                <Icon icon="MoreVert" size="md" data-testid="structured-props-more-options-icon" />
+                            </Dropdown>
+                        </CardIcons>
+                    </>
+                );
+            },
+        },
+    ];
+    return (
+        <>
+            <Table
+                columns={columns}
+                data={filteredProperties}
+                isLoading={loading}
+                isScrollable
+                data-testid="structured-props-table"
+            />
+            <ConfirmationModal
+                isOpen={showConfirmDelete}
+                handleClose={handleDeleteClose}
+                handleConfirm={() => handleDeleteProperty(selectedProperty)}
+                modalTitle="Confirm Delete"
+                modalText="Are you sure you want to delete? Deleting will remove this structured property from all assets it's currently on."
+            />
+        </>
+    );
+};
+
+export default StructuredPropsTable;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/ViewAdvancedOptions.tsx b/datahub-web-react/src/app/govern/structuredProperties/ViewAdvancedOptions.tsx
new file mode 100644
index 00000000000000..1f08995e237ec5
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/ViewAdvancedOptions.tsx
@@ -0,0 +1,43 @@
+import { Icon, Text } from '@components';
+import { StructuredPropertyEntity } from '@src/types.generated';
+import { Collapse } from 'antd';
+import React from 'react';
+import { CollapseHeader, RowContainer, StyledCollapse, StyledLabel } from './styledComponents';
+
+interface Props {
+    propEntity: StructuredPropertyEntity;
+}
+
+const ViewAdvancedOptions = ({ propEntity }: Props) => {
+    return (
+        <StyledCollapse
+            ghost
+            expandIcon={({ isActive }) => (
+                <Icon icon="ChevronRight" color="gray" size="4xl" rotate={isActive ? '90' : '0'} />
+            )}
+            expandIconPosition="end"
+            defaultActiveKey={[]}
+        >
+            <Collapse.Panel
+                key={1}
+                header={
+                    <CollapseHeader>
+                        <Text weight="bold" color="gray" size="lg">
+                            Advanced Options
+                        </Text>
+                    </CollapseHeader>
+                }
+                forceRender
+            >
+                {propEntity && (
+                    <RowContainer>
+                        <StyledLabel>Qualified Name</StyledLabel>
+                        <Text color="gray"> {propEntity?.definition.qualifiedName}</Text>
+                    </RowContainer>
+                )}
+            </Collapse.Panel>
+        </StyledCollapse>
+    );
+};
+
+export default ViewAdvancedOptions;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/ViewDisplayPreferences.tsx b/datahub-web-react/src/app/govern/structuredProperties/ViewDisplayPreferences.tsx
new file mode 100644
index 00000000000000..a1baeaeb618f70
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/ViewDisplayPreferences.tsx
@@ -0,0 +1,86 @@
+import { colors, Icon, Switch, Text } from '@src/alchemy-components';
+import { StructuredPropertyEntity } from '@src/types.generated';
+import { Collapse } from 'antd';
+import React from 'react';
+import { CollapseHeader, StyledCollapse, StyledFormItem, TogglesContainer } from './styledComponents';
+
+interface Props {
+    propEntity: StructuredPropertyEntity;
+}
+
+const ViewDisplayPreferences = ({ propEntity }: Props) => {
+    return (
+        <>
+            <StyledCollapse
+                ghost
+                expandIcon={({ isActive }) => (
+                    <Icon icon="ChevronRight" color="gray" size="4xl" rotate={isActive ? '90' : '0'} />
+                )}
+                expandIconPosition="end"
+                defaultActiveKey={[1]}
+            >
+                <Collapse.Panel
+                    key={1}
+                    header={
+                        <CollapseHeader>
+                            <Text weight="bold" color="gray">
+                                Display Preferences
+                            </Text>
+                        </CollapseHeader>
+                    }
+                    forceRender
+                >
+                    <TogglesContainer>
+                        <StyledFormItem name={['settings', 'isHidden']}>
+                            <Switch
+                                label="Hide Property"
+                                size="sm"
+                                checked={propEntity?.settings?.isHidden}
+                                labelStyle={{ fontSize: 12, color: colors.gray[1700], fontWeight: 700 }}
+                                isDisabled
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showInSearchFilters']}>
+                            <Switch
+                                label="Show in Search Filters"
+                                size="sm"
+                                checked={propEntity?.settings?.showInSearchFilters}
+                                labelStyle={{ fontSize: 12, color: colors.gray[1700], fontWeight: 700 }}
+                                isDisabled
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showInAssetSummary']}>
+                            <Switch
+                                label="Show in Asset Sidebar"
+                                size="sm"
+                                checked={propEntity?.settings?.showInAssetSummary}
+                                labelStyle={{ fontSize: 12, color: colors.gray[1700], fontWeight: 700 }}
+                                isDisabled
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showAsAssetBadge']}>
+                            <Switch
+                                label="Show as Asset Badge"
+                                size="sm"
+                                checked={propEntity?.settings?.showAsAssetBadge === true}
+                                labelStyle={{ fontSize: 12, color: colors.gray[1700], fontWeight: 700 }}
+                                isDisabled
+                            />
+                        </StyledFormItem>
+                        <StyledFormItem name={['settings', 'showInColumnsTable']}>
+                            <Switch
+                                label="Show in Columns Table"
+                                size="sm"
+                                checked={propEntity?.settings?.showInColumnsTable}
+                                labelStyle={{ fontSize: 12, color: colors.gray[1700], fontWeight: 700 }}
+                                isDisabled
+                            />
+                        </StyledFormItem>
+                    </TogglesContainer>
+                </Collapse.Panel>
+            </StyledCollapse>
+        </>
+    );
+};
+
+export default ViewDisplayPreferences;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/ViewStructuredPropsDrawer.tsx b/datahub-web-react/src/app/govern/structuredProperties/ViewStructuredPropsDrawer.tsx
new file mode 100644
index 00000000000000..2fd36a29c8e760
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/ViewStructuredPropsDrawer.tsx
@@ -0,0 +1,142 @@
+import { Text } from '@components';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { PropertyCardinality, SearchResult, StructuredPropertyEntity } from '@src/types.generated';
+import React from 'react';
+import {
+    DescriptionContainer,
+    DrawerHeader,
+    ItemsList,
+    RowContainer,
+    StyledDrawer,
+    StyledIcon,
+    StyledLabel,
+    VerticalDivider,
+    ViewDivider,
+    ViewFieldsContainer,
+} from './styledComponents';
+import { getDisplayName, getValueTypeLabel } from './utils';
+import ViewAdvancedOptions from './ViewAdvancedOptions';
+import ViewDisplayPreferences from './ViewDisplayPreferences';
+
+interface Props {
+    isViewDrawerOpen: boolean;
+    setIsViewDrawerOpen: React.Dispatch<React.SetStateAction<boolean>>;
+    selectedProperty: SearchResult;
+    setSelectedProperty: React.Dispatch<React.SetStateAction<SearchResult | undefined>>;
+}
+
+const ViewStructuredPropsDrawer = ({
+    isViewDrawerOpen,
+    setIsViewDrawerOpen,
+    selectedProperty,
+    setSelectedProperty,
+}: Props) => {
+    const entityRegistry = useEntityRegistry();
+
+    const handleClose = () => {
+        setIsViewDrawerOpen(false);
+        setSelectedProperty(undefined);
+    };
+
+    const selectedPropEntity = selectedProperty && (selectedProperty?.entity as StructuredPropertyEntity);
+
+    const allowedValues = selectedPropEntity?.definition.allowedValues;
+
+    const allowedTypes = selectedPropEntity?.definition.typeQualifier?.allowedTypes;
+
+    const propType = getValueTypeLabel(
+        selectedPropEntity.definition.valueType.urn,
+        selectedPropEntity.definition.cardinality || PropertyCardinality.Single,
+    );
+
+    return (
+        <StyledDrawer
+            open={isViewDrawerOpen}
+            closable={false}
+            width={480}
+            title={
+                <>
+                    {selectedProperty && (
+                        <DrawerHeader>
+                            <Text color="gray" weight="bold" size="2xl">
+                                {getDisplayName(selectedProperty?.entity as StructuredPropertyEntity)}
+                            </Text>
+
+                            <StyledIcon icon="Close" color="gray" onClick={handleClose} />
+                        </DrawerHeader>
+                    )}
+                </>
+            }
+            footer={null}
+            destroyOnClose
+        >
+            <ViewFieldsContainer>
+                {selectedPropEntity.definition.description && (
+                    <DescriptionContainer>
+                        <Text weight="bold" color="gray" size="lg">
+                            Description
+                        </Text>
+                        <Text color="gray"> {selectedPropEntity.definition.description}</Text>
+                        <ViewDivider />
+                    </DescriptionContainer>
+                )}
+                <RowContainer>
+                    <StyledLabel>Property Type</StyledLabel>
+                    <Text color="gray"> {propType}</Text>
+                </RowContainer>
+                {allowedTypes && allowedTypes.length > 0 && (
+                    <RowContainer>
+                        <StyledLabel>Allowed Entity Types</StyledLabel>
+                        <ItemsList>
+                            {allowedTypes.map((type, index) => {
+                                return (
+                                    <>
+                                        <Text color="gray">{entityRegistry.getEntityName(type.info.type)}</Text>
+                                        {index < allowedTypes.length - 1 && <VerticalDivider type="vertical" />}
+                                    </>
+                                );
+                            })}
+                        </ItemsList>
+                    </RowContainer>
+                )}
+                {allowedValues && allowedValues.length > 0 && (
+                    <RowContainer>
+                        <StyledLabel>Allowed Values</StyledLabel>
+                        <ItemsList>
+                            {allowedValues?.map((val, index) => {
+                                return (
+                                    <>
+                                        <Text color="gray">
+                                            {(val.value as any).stringValue || (val.value as any).numberValue}
+                                        </Text>
+                                        {index < allowedValues?.length - 1 && <VerticalDivider type="vertical" />}
+                                    </>
+                                );
+                            })}
+                        </ItemsList>
+                    </RowContainer>
+                )}
+
+                <RowContainer>
+                    <StyledLabel>Applies To</StyledLabel>
+                    <ItemsList>
+                        {selectedPropEntity.definition.entityTypes?.map((type, index) => {
+                            return (
+                                <>
+                                    <Text color="gray">{entityRegistry.getEntityName(type.info.type)}</Text>
+                                    {index < selectedPropEntity.definition.entityTypes?.length - 1 && (
+                                        <VerticalDivider type="vertical" />
+                                    )}
+                                </>
+                            );
+                        })}
+                    </ItemsList>
+                </RowContainer>
+            </ViewFieldsContainer>
+            <ViewDisplayPreferences propEntity={selectedPropEntity} />
+            <ViewAdvancedOptions propEntity={selectedPropEntity} />
+        </StyledDrawer>
+    );
+};
+
+export default ViewStructuredPropsDrawer;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/cacheUtils.ts b/datahub-web-react/src/app/govern/structuredProperties/cacheUtils.ts
new file mode 100644
index 00000000000000..590189d06e6b16
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/cacheUtils.ts
@@ -0,0 +1,102 @@
+import { GetSearchResultsForMultipleDocument, GetSearchResultsForMultipleQuery } from '@src/graphql/search.generated';
+
+const addToCache = (existingProperties, newProperty) => {
+    const propertyToWrite = {
+        entity: {
+            urn: newProperty.urn,
+            type: newProperty.type,
+            definition: {
+                displayName: newProperty.definition.displayName,
+                qualifiedName: newProperty.definition.qualifiedName,
+                description: newProperty.definition.description,
+                cardinality: newProperty.definition.cardinality,
+                immutable: newProperty.definition.immutable,
+                valueType: newProperty.definition.valueType,
+                entityTypes: newProperty.definition.entityTypes,
+                typeQualifier: newProperty.definition.typeQualifier,
+                allowedValues: newProperty.definition.allowedValues,
+                created: newProperty.definition.created,
+                lastModified: newProperty.definition.lastModified,
+                filterStatus: newProperty.definition.filterStatus,
+            },
+            settings: {
+                isHidden: newProperty.settings.isHidden,
+                showInSearchFilters: newProperty.settings.showInSearchFilters,
+                showAsAssetBadge: newProperty.settings.showAsAssetBadge,
+                showInAssetSummary: newProperty.settings.showInAssetSummary,
+                showInColumnsTable: newProperty.settings.showInColumnsTable,
+            },
+            __typename: 'StructuredPropertyEntity',
+        },
+        matchedFields: [],
+        insights: [],
+        extraProperties: [],
+        __typename: 'SearchResult',
+    };
+
+    return [propertyToWrite, ...existingProperties];
+};
+
+export const updatePropertiesList = (client, inputs, newProperty, searchAcrossEntities) => {
+    //  Read the data from our cache for this query.
+    const currData: GetSearchResultsForMultipleQuery | null = client.readQuery({
+        query: GetSearchResultsForMultipleDocument,
+        variables: {
+            input: inputs,
+        },
+    });
+
+    if (currData === null) {
+        // If there's no cached data, the first load has not occurred. Let it occur naturally.
+        return;
+    }
+
+    const existingProperties = currData?.searchAcrossEntities?.searchResults || [];
+    const newProperties = addToCache(existingProperties, newProperty);
+
+    // Write our data back to the cache.
+    client.writeQuery({
+        query: GetSearchResultsForMultipleDocument,
+        variables: {
+            input: inputs,
+        },
+        data: {
+            searchAcrossEntities: {
+                ...searchAcrossEntities,
+                total: newProperties.length,
+                searchResults: newProperties,
+            },
+        },
+    });
+};
+
+export const removeFromPropertiesList = (client, inputs, deleteUrn, searchAcrossEntities) => {
+    const currData: GetSearchResultsForMultipleQuery | null = client.readQuery({
+        query: GetSearchResultsForMultipleDocument,
+        variables: {
+            input: inputs,
+        },
+    });
+
+    if (currData === null) {
+        return;
+    }
+
+    const existingProperties = currData?.searchAcrossEntities?.searchResults || [];
+
+    const newProperties = [...existingProperties.filter((prop) => prop.entity.urn !== deleteUrn)];
+
+    client.writeQuery({
+        query: GetSearchResultsForMultipleDocument,
+        variables: {
+            input: inputs,
+        },
+        data: {
+            searchAcrossEntities: {
+                ...searchAcrossEntities,
+                total: newProperties.length,
+                searchResults: newProperties,
+            },
+        },
+    });
+};
diff --git a/datahub-web-react/src/app/govern/structuredProperties/styledComponents.ts b/datahub-web-react/src/app/govern/structuredProperties/styledComponents.ts
new file mode 100644
index 00000000000000..211b4cdab6638c
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/styledComponents.ts
@@ -0,0 +1,473 @@
+import { colors, Icon, typography } from '@src/alchemy-components';
+import { Checkbox, Collapse, Divider, Drawer, Form, Modal, Select, Spin, Typography } from 'antd';
+import styled from 'styled-components';
+
+export const PageContainer = styled.div<{ $isShowNavBarRedesign?: boolean }>`
+    overflow: auto;
+    margin: ${(props) => (props.$isShowNavBarRedesign ? '0' : '0 12px 12px 0')};
+    padding: 16px 20px 20px 20px;
+    border-radius: ${(props) =>
+        props.$isShowNavBarRedesign ? props.theme.styles['border-radius-navbar-redesign'] : '8px'};
+    display: flex;
+    flex: 1;
+    flex-direction: column;
+    gap: 20px;
+    background-color: ${colors.white};
+    ${(props) => props.$isShowNavBarRedesign && 'max-height: calc(100vh - 88px);'};
+    ${(props) =>
+        props.$isShowNavBarRedesign &&
+        `
+        box-shadow: ${props.theme.styles['box-shadow-navbar-redesign']};
+        margin: 5px;
+    `}
+`;
+
+export const HeaderContainer = styled.div`
+    display: flex;
+    justify-content: space-between;
+`;
+
+export const TableContainer = styled.div`
+    display: flex;
+    overflow: auto;
+    flex: 1;
+`;
+
+export const HeaderContent = styled.div`
+    display: flex;
+    flex-direction: column;
+`;
+
+export const ButtonContainer = styled.div`
+    display: flex;
+    align-self: center;
+`;
+
+export const DataContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    width: calc(100% - 44px);
+`;
+
+export const PropName = styled(Typography.Text)`
+    font-size: 14px;
+    font-weight: 600;
+    color: ${colors.gray[600]};
+    line-height: normal;
+
+    :hover {
+        cursor: pointer;
+        text-decoration: underline;
+    }
+`;
+
+export const PropDescription = styled(Typography.Text)`
+    font-size: 14px;
+    font-weight: 400;
+    color: ${colors.gray[1700]};
+    line-height: normal;
+`;
+
+export const NameColumn = styled.div`
+    display: flex;
+    gap: 12px;
+    align-items: center;
+`;
+
+export const IconContainer = styled.div`
+    height: 32px;
+    width: 32px;
+    display: flex;
+    justify-content: center;
+    align-items: center;
+    gap: 12px;
+    border-radius: 200px;
+    background-color: ${colors.gray[1000]};
+`;
+
+export const PillsContainer = styled.div`
+    display: flex;
+    align-items: center;
+    gap: 8px;
+`;
+
+export const PillContainer = styled.div`
+    display: flex;
+`;
+
+export const MenuItem = styled.div`
+    display: flex;
+    padding: 5px 100px 5px 5px;
+    font-size: 14px;
+    font-weight: 400;
+    color: ${colors.gray[600]};
+    font-family: ${typography.fonts.body};
+`;
+
+export const DrawerHeader = styled.div`
+    display: flex;
+    justify-content: space-between;
+`;
+
+export const TitleContainer = styled.div`
+    display: flex;
+    align-items: center;
+    gap: 6px;
+`;
+
+export const StyledIcon = styled(Icon)`
+    &:hover {
+        cursor: pointer;
+    }
+`;
+
+export const FooterContainer = styled.div`
+    width: 100%;
+`;
+
+export const RowContainer = styled.div`
+    display: grid;
+    grid-template-columns: 180px 1fr;
+    align-items: center;
+`;
+
+export const ViewFieldsContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    gap: 24px;
+`;
+
+export const CheckboxWrapper = styled.div`
+    display: flex;
+    align-items: center;
+    gap: 10px;
+    margin: 10px 0;
+    color: #374066;
+    p {
+        color: #374066;
+        font-weight: 500;
+    }
+`;
+
+export const StyledCheckbox = styled(Checkbox)`
+    .ant-checkbox-checked .ant-checkbox-inner {
+        background-color: ${colors.violet[500]};
+        border-color: ${colors.violet[500]} !important;
+    },
+`;
+
+export const StyledText = styled.div`
+    display: inline-flex;
+    margin-left: -4px;
+`;
+
+export const StyledFormItem = styled(Form.Item)`
+    margin: 0;
+`;
+
+export const GridFormItem = styled(Form.Item)`
+    display: grid;
+`;
+
+export const FieldLabel = styled.div`
+    font-size: 14px;
+    font-weight: 500;
+    color: ${colors.gray[600]};
+    margin-bottom: 24px;
+`;
+
+export const InputLabel = styled.div`
+    font-size: 14px;
+    font-weight: 500;
+    color: ${colors.gray[600]};
+    display: flex;
+    gap: 2px;
+`;
+
+export const StyledLabel = styled.div`
+    font-size: 12px;
+    font-weight: 700;
+    color: ${colors.gray[1700]};
+`;
+
+export const DescriptionContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+`;
+
+export const FlexContainer = styled.div`
+    display: flex;
+    align-items: center;
+    gap: 4px;
+`;
+
+export const StyledDrawer = styled(Drawer)`
+    .ant-drawer-body {
+        padding: 16px;
+    }
+
+    .ant-drawer-header {
+        padding: 16px;
+    }
+`;
+
+export const StyledCollapse = styled(Collapse)`
+    .ant-collapse-header {
+        padding: 0 !important;
+    }
+
+    .ant-collapse-content-box {
+        padding: 12px 0 !important;
+    }
+
+    .ant-collapse-arrow {
+        right: 0 !important;
+    }
+`;
+
+export const CollapseHeader = styled.div`
+    border-top: 1px solid ${colors.gray[1400]};
+    padding: 16px 0;
+    margin-left: -16px;
+    width: calc(100% + 32px);
+    padding: 16px;
+    margin-top: 12px;
+`;
+
+export const TogglesContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    gap: 32px;
+`;
+
+export const StyledSpin = styled(Spin)`
+    max-height: 100% !important;
+    color: ${colors.violet[500]};
+`;
+
+export const CreatedByContainer = styled.div`
+    display: inline-flex;
+    align-items: center;
+    gap: 4px;
+    padding: 3px 6px 3px 4px;
+    border-radius: 20px;
+    border: 1px solid ${colors.gray[1400]};
+
+    :hover {
+        cursor: pointer;
+    }
+`;
+
+export const SubTextContainer = styled.div`
+    display: flex;
+    align-items: center;
+    gap: 4px;
+
+    p {
+        margin: 0;
+    }
+`;
+
+export const ValueListContainer = styled.div`
+    margin-bottom: 24px;
+    display: flex;
+    align-items: center;
+    gap: 4px;
+    font-size: 14px;
+    color: ${colors.gray[500]};
+
+    svg {
+        :hover {
+            cursor: pointer;
+        }
+    }
+`;
+
+export const ValueType = styled.div`
+    background-color: ${colors.gray[100]};
+    border-radius: 4px;
+    padding: 2px 4px;
+`;
+
+export const StyledModal = styled(Modal)`
+    font-family: Mulish;
+
+    &&& .ant-modal-content {
+        box-shadow: 0px 4px 12px 0px rgba(9, 1, 61, 0.12);
+        border-radius: 12px;
+        width: 452px;
+    }
+
+    .ant-modal-header {
+        border-top-left-radius: 12px !important;
+        border-top-right-radius: 12px !important;
+        padding: 20px 20px 8px 20px;
+    }
+
+    .ant-modal-body {
+        padding: 0;
+    }
+`;
+
+export const FieldGroupContainer = styled.div`
+    display: grid;
+    margin-bottom: 8px;
+`;
+
+export const DeleteIconContainer = styled.div`
+    display: flex;
+    margin-top: -16px;
+    justify-self: end;
+
+    :hover {
+        cursor: pointer;
+    }
+`;
+
+export const ValuesContainer = styled.div<{ height: number }>`
+    max-height: ${(props) => `calc(${props.height}px - 200px)`};
+    overflow: auto;
+    padding: 20px;
+`;
+
+export const ValuesList = styled.div`
+    font-size: 14px;
+    color: ${colors.gray[500]};
+    display: flex;
+    flex: 1;
+    align-items: center;
+    flex-wrap: wrap;
+
+    p {
+        line-height: 24px;
+    }
+`;
+
+export const ItemsList = styled.div`
+    font-size: 14px;
+    display: flex;
+    align-items: center;
+    flex-wrap: wrap;
+`;
+
+export const ItemsContainer = styled.div`
+    display: flex;
+    align-items: center;
+    gap: 16px;
+    width: fit-content;
+    margin: 0 24px 24px 0;
+`;
+
+export const AddButtonContainer = styled.div`
+    display: flex;
+    margin: 10px 20px 0 0;
+    justify-self: end;
+`;
+
+export const FormContainer = styled.div`
+    display: grid;
+`;
+
+export const ModalFooter = styled.div`
+    display: flex;
+    gap: 16px;
+    justify-content: end;
+`;
+
+export const VerticalDivider = styled(Divider)`
+    color: ${colors.gray[1400]};
+    height: 20px;
+    width: 2px;
+`;
+
+export const StyledSelect = styled(Select)`
+    font-family: ${typography.fonts.body};
+
+    .ant-select-selector {
+        height: 50px !important;
+        border-radius: 8px !important;
+        outline: 2px solid transparent !important;
+
+        &:hover,
+        &:focus-within {
+            border: 1px solid ${colors.violet[200]} !important;
+            outline: 2px solid ${colors.violet[200]} !important;
+            box-shadow: none !important;
+        }
+    }
+
+    .ant-select-selection-item {
+        p {
+            text-overflow: ellipsis;
+            white-space: nowrap;
+            overflow: hidden;
+        }
+    }
+
+    .ant-select-selection-placeholder {
+        display: flex;
+        align-items: center;
+        font-size: 14px;
+        color: ${colors.gray[400]};
+    }
+`;
+
+export const CustomDropdown = styled.div`
+    .ant-select-item-option-content {
+        white-space: normal;
+    }
+`;
+
+export const SelectOptionContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    padding: 4px 0;
+
+    p {
+        line-height: 20px;
+    }
+`;
+
+export const StyledDivider = styled(Divider)`
+    color: ${colors.gray[1400]};
+    margin: 16px 0;
+`;
+
+export const ViewDivider = styled(Divider)`
+    color: ${colors.gray[1400]};
+    margin: 16px 0 0 -16px;
+    width: calc(100% + 32px);
+`;
+
+export const EmptyContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    justify-content: center;
+    height: 100%;
+    width: 100%;
+    gap: 16px;
+
+    svg {
+        width: 160px;
+        height: 160px;
+    }
+`;
+
+export const CardIcons = styled.div`
+    display: flex;
+    justify-content: end;
+    gap: 12px;
+
+    div {
+        border: 1px solid $E9EAEE;
+        border-radius: 20px;
+        width: 28px;
+        height: 28px;
+        padding: 4px;
+        color: #8088a3;
+        :hover {
+            cursor: pointer;
+        }
+    }
+`;
diff --git a/datahub-web-react/src/app/govern/structuredProperties/useStructuredProp.ts b/datahub-web-react/src/app/govern/structuredProperties/useStructuredProp.ts
new file mode 100644
index 00000000000000..6de195c1cd4241
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/useStructuredProp.ts
@@ -0,0 +1,135 @@
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { EntityType, PropertyCardinality, SearchResult, StructuredPropertyEntity } from '@src/types.generated';
+import { FormInstance } from 'antd';
+import { useMemo } from 'react';
+import { getEntityTypeUrn, StructuredProp, valueTypes } from './utils';
+
+interface Props {
+    selectedProperty?: SearchResult;
+    form: FormInstance;
+    setFormValues: React.Dispatch<React.SetStateAction<StructuredProp | undefined>>;
+    setCardinality: React.Dispatch<React.SetStateAction<PropertyCardinality>>;
+    setSelectedValueType: React.Dispatch<React.SetStateAction<string>>;
+}
+
+export default function useStructuredProp({
+    selectedProperty,
+    form,
+    setFormValues,
+    setCardinality,
+    setSelectedValueType,
+}: Props) {
+    const entityRegistry = useEntityRegistry();
+
+    const getEntitiesListOptions = (entitiesList: EntityType[]) => {
+        const listOptions: { label: string; value: string }[] = [];
+        entitiesList.forEach((type) => {
+            const entity = {
+                label: entityRegistry.getEntityName(type) || '',
+                value: getEntityTypeUrn(entityRegistry, type),
+            };
+            listOptions.push(entity);
+        });
+        return listOptions;
+    };
+
+    const updateFormValues = (field, values) => {
+        if (field.includes('typeQualifier')) {
+            setFormValues((prev) => ({
+                ...prev,
+                typeQualifier: {
+                    allowedTypes: values,
+                },
+            }));
+        } else
+            setFormValues((prev) => ({
+                ...prev,
+                [field]: values,
+            }));
+    };
+
+    const handleSelectChange = (field, values) => {
+        form.setFieldValue(field, values);
+        updateFormValues(field, values);
+    };
+
+    const handleSelectUpdateChange = (field, values) => {
+        const entity = selectedProperty?.entity as StructuredPropertyEntity;
+        let initialValues: string[] = [];
+
+        if (field === 'entityTypes') initialValues = entity.definition.entityTypes.map((type) => type.urn);
+
+        if (field.includes('typeQualifier'))
+            initialValues = entity.definition.typeQualifier?.allowedTypes?.map((type) => type.urn) || [];
+
+        const updatedValues = [...initialValues, ...values.filter((value) => !initialValues.includes(value))];
+
+        form.setFieldValue(field, updatedValues);
+        updateFormValues(field, updatedValues);
+    };
+
+    // Handle change in the property type dropdown
+    const handleTypeUpdate = (value: string) => {
+        const typeOption = valueTypes.find((type) => type.value === value);
+        setSelectedValueType(value);
+        handleSelectChange('valueType', value);
+        setFormValues((prev) => ({
+            ...prev,
+            valueType: value,
+        }));
+
+        const isList = typeOption?.cardinality === PropertyCardinality.Multiple;
+        if (isList) setCardinality(PropertyCardinality.Multiple);
+        else setCardinality(PropertyCardinality.Single);
+    };
+
+    const settingsDefault = {
+        isHidden: false,
+        showInSearchFilters: false,
+        showAsAssetBadge: false,
+        showInAssetSummary: false,
+        showInColumnsTable: false,
+    };
+
+    const handleDisplaySettingChange = (settingField: string, value: boolean) => {
+        if (settingField === 'isHidden' && value) {
+            Object.keys(settingsDefault).forEach((settingKey) => form.setFieldValue(['settings', settingKey], false));
+            setFormValues((prev) => ({
+                ...prev,
+                settings: {
+                    ...settingsDefault,
+                    [settingField]: value,
+                },
+            }));
+        } else {
+            setFormValues((prev) => ({
+                ...prev,
+                settings: {
+                    ...(prev?.settings || settingsDefault),
+                    [settingField]: value,
+                },
+            }));
+        }
+        form.setFieldValue(['settings', settingField], value);
+    };
+
+    const disabledEntityTypeValues = useMemo(() => {
+        return (selectedProperty?.entity as StructuredPropertyEntity)?.definition?.entityTypes?.map((type) => type.urn);
+    }, [selectedProperty]);
+
+    const disabledTypeQualifierValues = useMemo(() => {
+        return (selectedProperty?.entity as StructuredPropertyEntity)?.definition?.typeQualifier?.allowedTypes?.map(
+            (type) => type.urn,
+        );
+    }, [selectedProperty]);
+
+    return {
+        handleSelectChange,
+        handleSelectUpdateChange,
+        handleTypeUpdate,
+        getEntitiesListOptions,
+        disabledEntityTypeValues,
+        disabledTypeQualifierValues,
+        handleDisplaySettingChange,
+    };
+}
diff --git a/datahub-web-react/src/app/govern/structuredProperties/utils.ts b/datahub-web-react/src/app/govern/structuredProperties/utils.ts
new file mode 100644
index 00000000000000..744ce20cf45732
--- /dev/null
+++ b/datahub-web-react/src/app/govern/structuredProperties/utils.ts
@@ -0,0 +1,249 @@
+import EntityRegistry from '@src/app/entity/EntityRegistry';
+import { mapStructuredPropertyToPropertyRow } from '@src/app/entity/shared/tabs/Properties/useStructuredProperties';
+import {
+    ENTITY_TYPES_FILTER_NAME,
+    IS_HIDDEN_PROPERTY_FILTER_NAME,
+    SHOW_IN_ASSET_SUMMARY_PROPERTY_FILTER_NAME,
+    SHOW_IN_COLUMNS_TABLE_PROPERTY_FILTER_NAME,
+} from '@src/app/search/utils/constants';
+import {
+    AllowedValue,
+    EntityType,
+    FacetFilterInput,
+    Maybe,
+    PropertyCardinality,
+    SearchResult,
+    StructuredProperties,
+    StructuredPropertyEntity,
+    StructuredPropertySettings,
+} from '@src/types.generated';
+
+export type StructuredProp = {
+    displayName?: string;
+    qualifiedName?: string;
+    cardinality?: PropertyCardinality;
+    description?: string | null;
+    valueType?: string;
+    entityTypes?: string[];
+    typeQualifier?: {
+        allowedTypes?: string[];
+    };
+    immutable?: boolean;
+    allowedValues?: AllowedValue[];
+    settings?: StructuredPropertySettings | null;
+};
+
+export const valueTypes = [
+    {
+        urn: 'urn:li:dataType:datahub.string',
+        label: 'Text',
+        value: 'string',
+        cardinality: PropertyCardinality.Single,
+        description: 'A string value',
+    },
+    {
+        urn: 'urn:li:dataType:datahub.string',
+        label: 'Text - List',
+        value: 'stringList',
+        cardinality: PropertyCardinality.Multiple,
+        description: 'A list of string values',
+    },
+    {
+        urn: 'urn:li:dataType:datahub.number',
+        label: 'Number',
+        value: 'number',
+        cardinality: PropertyCardinality.Single,
+        description: 'An integer or decimal',
+    },
+    {
+        urn: 'urn:li:dataType:datahub.number',
+        label: 'Number - List',
+        value: 'numberList',
+        cardinality: PropertyCardinality.Multiple,
+        description: 'A list of integers or decimals',
+    },
+    {
+        urn: 'urn:li:dataType:datahub.urn',
+        label: 'Entity',
+        value: 'entity',
+        cardinality: PropertyCardinality.Single,
+        description: 'A reference to a DataHub asset',
+    },
+    {
+        urn: 'urn:li:dataType:datahub.urn',
+        label: 'Entity - List',
+        value: 'entityList',
+        cardinality: PropertyCardinality.Multiple,
+        description: 'A reference to a list of DataHub assets',
+    },
+    {
+        urn: 'urn:li:dataType:datahub.rich_text',
+        label: 'Rich Text',
+        value: 'richText',
+        cardinality: PropertyCardinality.Single,
+        description: 'A freeform string of markdown text ',
+    },
+    {
+        urn: 'urn:li:dataType:datahub.date',
+        label: 'Date',
+        value: 'date',
+        cardinality: PropertyCardinality.Single,
+        description: 'A specific date',
+    },
+];
+
+export const SEARCHABLE_ENTITY_TYPES = [
+    EntityType.Dataset,
+    EntityType.DataJob,
+    EntityType.DataFlow,
+    EntityType.Chart,
+    EntityType.Dashboard,
+    EntityType.Domain,
+    EntityType.Container,
+    EntityType.GlossaryTerm,
+    EntityType.GlossaryNode,
+    EntityType.Mlmodel,
+    EntityType.MlmodelGroup,
+    EntityType.Mlfeature,
+    EntityType.MlfeatureTable,
+    EntityType.MlprimaryKey,
+    EntityType.DataProduct,
+    EntityType.CorpUser,
+    EntityType.CorpGroup,
+    EntityType.Tag,
+    EntityType.Role,
+];
+
+export const APPLIES_TO_ENTITIES = [
+    EntityType.Dataset,
+    EntityType.DataJob,
+    EntityType.DataFlow,
+    EntityType.Chart,
+    EntityType.Dashboard,
+    EntityType.Domain,
+    EntityType.Container,
+    EntityType.GlossaryTerm,
+    EntityType.GlossaryNode,
+    EntityType.Mlmodel,
+    EntityType.MlmodelGroup,
+    EntityType.Mlfeature,
+    EntityType.MlfeatureTable,
+    EntityType.MlprimaryKey,
+    EntityType.DataProduct,
+    EntityType.SchemaField,
+];
+
+export const getEntityTypeUrn = (entityRegistry: EntityRegistry, entityType: EntityType) => {
+    return `urn:li:entityType:datahub.${entityRegistry.getGraphNameFromType(entityType)}`;
+};
+
+export function getDisplayName(structuredProperty: StructuredPropertyEntity) {
+    return structuredProperty.definition.displayName || structuredProperty.definition.qualifiedName;
+}
+
+export const getValueType = (valueUrn: string, cardinality: PropertyCardinality) => {
+    return valueTypes.find((valueType) => valueType.urn === valueUrn && valueType.cardinality === cardinality)?.value;
+};
+
+export const getValueTypeLabel = (valueUrn: string, cardinality: PropertyCardinality) => {
+    return valueTypes.find((valueType) => valueType.urn === valueUrn && valueType.cardinality === cardinality)?.label;
+};
+
+export const getNewAllowedTypes = (entity: StructuredPropertyEntity, values: StructuredProp) => {
+    const currentTypeUrns = entity.definition.typeQualifier?.allowedTypes?.map((type) => type.urn);
+    return values.typeQualifier?.allowedTypes?.filter((type) => !currentTypeUrns?.includes(type));
+};
+
+export const getNewEntityTypes = (entity: StructuredPropertyEntity, values: StructuredProp) => {
+    const currentTypeUrns = entity.definition.entityTypes?.map((type) => type.urn);
+    return values.entityTypes?.filter((type) => !currentTypeUrns.includes(type));
+};
+
+export const getNewAllowedValues = (entity: StructuredPropertyEntity, values: StructuredProp) => {
+    const currentAllowedValues = entity.definition.allowedValues?.map(
+        (val: any) => val.value.numberValue || val.value.stringValue,
+    );
+    return values.allowedValues?.filter(
+        (val: any) =>
+            !(currentAllowedValues?.includes(val.stringValue) || currentAllowedValues?.includes(val.numberValue)),
+    );
+};
+
+export const isEntityTypeSelected = (selectedType: string) => {
+    if (selectedType === 'entity' || selectedType === 'entityList') return true;
+    return false;
+};
+
+export const isStringOrNumberTypeSelected = (selectedType: string) => {
+    if (
+        selectedType === 'string' ||
+        selectedType === 'stringList' ||
+        selectedType === 'number' ||
+        selectedType === 'numberList'
+    )
+        return true;
+    return false;
+};
+
+export const canBeAssetBadge = (selectedType: string, allowedValues?: AllowedValue[]) => {
+    if (selectedType === 'string' || selectedType === 'number') {
+        return !!allowedValues?.length;
+    }
+    return false;
+};
+
+export type PropValueField = 'stringValue' | 'numberValue';
+
+export const getStringOrNumberValueField = (selectedType: string) => {
+    if (selectedType === 'number' || selectedType === 'numberList') return 'numberValue' as PropValueField;
+    return 'stringValue' as PropValueField;
+};
+
+export const getPropertyRowFromSearchResult = (
+    property: SearchResult,
+    structuredProperties: Maybe<StructuredProperties> | undefined,
+) => {
+    const entityProp = structuredProperties?.properties?.find(
+        (prop) => prop.structuredProperty.urn === property.entity.urn,
+    );
+    return entityProp ? mapStructuredPropertyToPropertyRow(entityProp) : undefined;
+};
+
+export const getNotHiddenPropertyFilter = () => {
+    const isHiddenFilter: FacetFilterInput = {
+        field: IS_HIDDEN_PROPERTY_FILTER_NAME,
+        values: ['true'],
+        negated: true,
+    };
+    return isHiddenFilter;
+};
+
+export const getShowInColumnsTablePropertyFilter = () => {
+    const columnsTableFilter: FacetFilterInput = {
+        field: SHOW_IN_COLUMNS_TABLE_PROPERTY_FILTER_NAME,
+        values: ['true'],
+    };
+    return columnsTableFilter;
+};
+
+export const getShowInAssetSummaryPropertyFilter = () => {
+    const assetSummaryFilter: FacetFilterInput = {
+        field: SHOW_IN_ASSET_SUMMARY_PROPERTY_FILTER_NAME,
+        values: ['true'],
+    };
+    return assetSummaryFilter;
+};
+
+export const getEntityTypesPropertyFilter = (
+    entityRegistry: EntityRegistry,
+    isSchemaField: boolean,
+    entityType?: EntityType,
+) => {
+    const type = isSchemaField ? EntityType.SchemaField : entityType;
+
+    const entityTypesFilter: FacetFilterInput = {
+        field: ENTITY_TYPES_FILTER_NAME,
+        values: [getEntityTypeUrn(entityRegistry, type || EntityType.SchemaField)],
+    };
+    return entityTypesFilter;
+};
diff --git a/datahub-web-react/src/app/search/SearchPage.tsx b/datahub-web-react/src/app/search/SearchPage.tsx
index fa0643742e376b..aa83e739f2d778 100644
--- a/datahub-web-react/src/app/search/SearchPage.tsx
+++ b/datahub-web-react/src/app/search/SearchPage.tsx
@@ -59,7 +59,7 @@ export const SearchPage = () => {
                 orFilters,
                 viewUrn,
                 sortInput,
-                searchFlags: { getSuggestions: true },
+                searchFlags: { getSuggestions: true, includeStructuredPropertyFacets: true },
             },
         },
         fetchPolicy: 'cache-and-network',
diff --git a/datahub-web-react/src/app/search/filters/ActiveFilter.tsx b/datahub-web-react/src/app/search/filters/ActiveFilter.tsx
index 29789f872e51d3..5882641cd2c9ca 100644
--- a/datahub-web-react/src/app/search/filters/ActiveFilter.tsx
+++ b/datahub-web-react/src/app/search/filters/ActiveFilter.tsx
@@ -49,9 +49,18 @@ function ActiveFilter({
     const filterEntity = getFilterEntity(filterFacet.field, filterValue, availableFilters);
     const filterLabelOverride = useGetBrowseV2LabelOverride(filterFacet.field, filterValue, entityRegistry);
     const filterRenderer = useFilterRendererRegistry();
+    const facetEntity = availableFilters?.find((f) => f.field === filterFacet.field)?.entity;
 
     const { icon, label } = !filterRenderer.hasRenderer(filterFacet.field)
-        ? getFilterIconAndLabel(filterFacet.field, filterValue, entityRegistry, filterEntity, 12, filterLabelOverride)
+        ? getFilterIconAndLabel(
+              filterFacet.field,
+              filterValue,
+              entityRegistry,
+              filterEntity,
+              12,
+              filterLabelOverride,
+              facetEntity,
+          )
         : {
               icon: filterRenderer.getIcon(filterFacet.field),
               label: filterRenderer.getValueLabel(filterFacet.field, filterValue),
diff --git a/datahub-web-react/src/app/search/filters/DateRangeMenu/DateRangeMenu.tsx b/datahub-web-react/src/app/search/filters/DateRangeMenu/DateRangeMenu.tsx
new file mode 100644
index 00000000000000..aace8dcb97f480
--- /dev/null
+++ b/datahub-web-react/src/app/search/filters/DateRangeMenu/DateRangeMenu.tsx
@@ -0,0 +1,88 @@
+import moment from 'moment';
+import { Text } from '@src/alchemy-components';
+import React, { useCallback, useRef, useState } from 'react';
+import { DatePicker } from 'antd';
+import styled from 'styled-components';
+import { FacetFilterInput, FacetMetadata, FilterOperator } from '@src/types.generated';
+import { useFilterDisplayName } from '../utils';
+import useDateRangeFilterValues, { Datetime } from './useDateRangeFilterValues';
+
+const { RangePicker } = DatePicker;
+
+const Container = styled.div`
+    padding: 16px;
+    background-color: #ffffff;
+    box-shadow: 0 3px 6px -4px rgba(0, 0, 0, 0.12), 0 6px 16px 0 rgba(0, 0, 0, 0.08), 0 9px 28px 8px rgba(0, 0, 0, 0.05);
+    border-radius: 8px;
+    min-width: 225px;
+`;
+
+interface Props {
+    field: FacetMetadata;
+    manuallyUpdateFilters: (newValues: FacetFilterInput[]) => void;
+}
+
+export default function DateRangeMenu({ field, manuallyUpdateFilters }: Props) {
+    const displayName = useFilterDisplayName(field);
+    moment.tz.setDefault('GMT');
+
+    const [startDate, setStartDate] = useState<Datetime>(null);
+    const [endDate, setEndDate] = useState<Datetime>(null);
+    const [isOpen, setIsOpen] = useState<boolean>(false);
+    const ref = useRef<any>(null);
+
+    useDateRangeFilterValues({ filterField: field.field, setStartDate, setEndDate });
+
+    const handleOpenChange = useCallback(
+        (open: boolean) => {
+            setIsOpen(open);
+            if (!open) {
+                ref.current?.blur();
+                if (startDate && endDate) {
+                    manuallyUpdateFilters([
+                        {
+                            field: field.field,
+                            values: [startDate.valueOf().toString()],
+                            condition: FilterOperator.GreaterThan,
+                        },
+                        {
+                            field: field.field,
+                            values: [endDate.valueOf().toString()],
+                            condition: FilterOperator.LessThan,
+                        },
+                    ]);
+                }
+            }
+        },
+        [startDate, endDate, field.field, manuallyUpdateFilters],
+    );
+
+    const handleRangeChange = useCallback((dates: [Datetime, Datetime] | null) => {
+        const [start, end] = dates || [null, null];
+
+        start?.set({ hour: 0, minute: 0, second: 0, millisecond: 0 });
+        end?.set({ hour: 23, minute: 59, second: 59, millisecond: 999 });
+
+        setStartDate(start);
+        setEndDate(end);
+    }, []);
+
+    return (
+        <Container>
+            <Text weight="bold">Filter by {displayName}</Text>
+            <RangePicker
+                ref={ref}
+                open={isOpen}
+                allowClear
+                allowEmpty={[true, true]}
+                bordered={false}
+                value={[startDate, endDate]}
+                format="ll"
+                onChange={handleRangeChange}
+                onOpenChange={handleOpenChange}
+                onCalendarChange={() => handleOpenChange(true)}
+                style={{ paddingLeft: 0, paddingRight: 0 }}
+            />
+        </Container>
+    );
+}
diff --git a/datahub-web-react/src/app/search/filters/DateRangeMenu/useDateRangeFilterValues.ts b/datahub-web-react/src/app/search/filters/DateRangeMenu/useDateRangeFilterValues.ts
new file mode 100644
index 00000000000000..ce1810c86002ff
--- /dev/null
+++ b/datahub-web-react/src/app/search/filters/DateRangeMenu/useDateRangeFilterValues.ts
@@ -0,0 +1,48 @@
+import { useEffect, useMemo } from 'react';
+import { FilterOperator } from '@src/types.generated';
+import moment from 'moment';
+import useGetSearchQueryInputs from '../../useGetSearchQueryInputs';
+
+export type Datetime = moment.Moment | null;
+
+interface Props {
+    filterField: string;
+    setStartDate: React.Dispatch<React.SetStateAction<Datetime>>;
+    setEndDate: React.Dispatch<React.SetStateAction<Datetime>>;
+}
+
+export default function useDateRangeFilterValues({ filterField, setStartDate, setEndDate }: Props) {
+    const { filters: activeFilters } = useGetSearchQueryInputs();
+    const matchingFilters = useMemo(
+        () => activeFilters.filter((f) => f.field === filterField),
+        [activeFilters, filterField],
+    );
+    const startDateFromFilter = useMemo(
+        () => matchingFilters.find((f) => f.condition === FilterOperator.GreaterThan)?.values?.[0],
+        [matchingFilters],
+    );
+    const endDateFromFilter = useMemo(
+        () => matchingFilters.find((f) => f.condition === FilterOperator.LessThan)?.values?.[0],
+        [matchingFilters],
+    );
+
+    useEffect(() => {
+        if (startDateFromFilter) {
+            setStartDate(
+                moment(parseInt(startDateFromFilter, 10)).set({ hour: 0, minute: 0, second: 0, millisecond: 0 }),
+            );
+        } else {
+            setStartDate(null);
+        }
+    }, [startDateFromFilter, setStartDate]);
+
+    useEffect(() => {
+        if (endDateFromFilter) {
+            setEndDate(
+                moment(parseInt(endDateFromFilter, 10)).set({ hour: 23, minute: 59, second: 59, millisecond: 999 }),
+            );
+        } else {
+            setEndDate(null);
+        }
+    }, [endDateFromFilter, setEndDate]);
+}
diff --git a/datahub-web-react/src/app/search/filters/EntityTypeFilter/entityTypeFilterUtils.ts b/datahub-web-react/src/app/search/filters/EntityTypeFilter/entityTypeFilterUtils.ts
index 38f8007985451e..87c85a4e39dc00 100644
--- a/datahub-web-react/src/app/search/filters/EntityTypeFilter/entityTypeFilterUtils.ts
+++ b/datahub-web-react/src/app/search/filters/EntityTypeFilter/entityTypeFilterUtils.ts
@@ -91,7 +91,7 @@ export function getDisplayedFilterOptions(
                 .filter(
                     (option) => option.value.includes(FILTER_DELIMITER) && option.value.includes(filterOption.value),
                 )
-                .map((option) => ({ field: ENTITY_SUB_TYPE_FILTER_NAME, ...option }))
+                .map((option) => ({ field: ENTITY_SUB_TYPE_FILTER_NAME, ...option } as FilterOptionType))
                 .filter((o) => filterNestedOptions(o, entityRegistry, searchQuery));
             return mapFilterOption({
                 filterOption,
diff --git a/datahub-web-react/src/app/search/filters/FilterOption.tsx b/datahub-web-react/src/app/search/filters/FilterOption.tsx
index 50b78c7f0685c9..15851eb915e739 100644
--- a/datahub-web-react/src/app/search/filters/FilterOption.tsx
+++ b/datahub-web-react/src/app/search/filters/FilterOption.tsx
@@ -123,9 +123,10 @@ export default function FilterOption({
     addPadding,
 }: Props) {
     const [areChildrenVisible, setAreChildrenVisible] = useState(true);
-    const { field, value, count, entity } = filterOption;
+    const { field, value, count, entity, displayName } = filterOption;
     const entityRegistry = useEntityRegistry();
     const { icon, label } = getFilterIconAndLabel(field, value, entityRegistry, entity || null, 14);
+    const finalLabel = displayName || label;
     const shouldShowIcon = (field === PLATFORM_FILTER_NAME || field === CONTAINER_FILTER_NAME) && icon !== null;
     const shouldShowTagColor = field === TAGS_FILTER_NAME && entity?.type === EntityType.Tag;
     const isSubTypeFilter = field === TYPE_NAMES_FILTER_NAME;
@@ -156,7 +157,7 @@ export default function FilterOption({
                         nestedOptions?.map((o) => o.value),
                     )}
                     onClick={updateFilterValues}
-                    data-testid={`filter-option-${label}`}
+                    data-testid={`filter-option-${finalLabel}`}
                 >
                     {parentEntities.length > 0 && (
                         <ParentWrapper>
@@ -170,8 +171,8 @@ export default function FilterOption({
                         )}
                         {(shouldShowIcon || shouldShowTagColor) && <IconSpacer />}
                         <LabelCountWrapper>
-                            <Label ellipsis={{ tooltip: label }} style={{ maxWidth: 150 }}>
-                                {isSubTypeFilter ? capitalizeFirstLetterOnly(label as string) : label}
+                            <Label ellipsis={{ tooltip: finalLabel }} style={{ maxWidth: 150 }}>
+                                {isSubTypeFilter ? capitalizeFirstLetterOnly(finalLabel as string) : finalLabel}
                             </Label>
                             <CountText>{countText}</CountText>
                             {nestedOptions && nestedOptions.length > 0 && (
diff --git a/datahub-web-react/src/app/search/filters/MoreFilterOption.tsx b/datahub-web-react/src/app/search/filters/MoreFilterOption.tsx
index 5012f8c645d17f..41df6b86c01625 100644
--- a/datahub-web-react/src/app/search/filters/MoreFilterOption.tsx
+++ b/datahub-web-react/src/app/search/filters/MoreFilterOption.tsx
@@ -1,14 +1,13 @@
 import { RightOutlined } from '@ant-design/icons';
 import { Dropdown } from 'antd';
-import styled from 'styled-components';
 import React, { useRef } from 'react';
+import styled from 'styled-components';
 import { FacetFilterInput, FacetMetadata } from '../../../types.generated';
-import { capitalizeFirstLetterOnly } from '../../shared/textUtil';
 import OptionsDropdownMenu from './OptionsDropdownMenu';
-import useSearchFilterDropdown from './useSearchFilterDropdown';
 import { IconWrapper } from './SearchFilterView';
-import { getFilterDropdownIcon, useElementDimensions } from './utils';
 import { MoreFilterOptionLabel } from './styledComponents';
+import useSearchFilterDropdown from './useSearchFilterDropdown';
+import { getFilterDropdownIcon, useElementDimensions, useFilterDisplayName } from './utils';
 
 const IconNameWrapper = styled.span`
     display: flex;
@@ -34,12 +33,14 @@ export default function MoreFilterOption({ filter, activeFilters, onChangeFilter
         areFiltersLoading,
         searchQuery,
         updateSearchQuery,
+        manuallyUpdateFilters,
     } = useSearchFilterDropdown({
         filter,
         activeFilters,
         onChangeFilters,
     });
     const filterIcon = getFilterDropdownIcon(filter.field);
+    const displayName = useFilterDisplayName(filter);
 
     return (
         <Dropdown
@@ -55,7 +56,9 @@ export default function MoreFilterOption({ filter, activeFilters, onChangeFilter
                     searchQuery={searchQuery}
                     updateSearchQuery={updateSearchQuery}
                     isLoading={areFiltersLoading}
-                    searchPlaceholder={filter.displayName || ''}
+                    searchPlaceholder={displayName || ''}
+                    filter={filter}
+                    manuallyUpdateFilters={manuallyUpdateFilters}
                 />
             )}
         >
@@ -64,11 +67,11 @@ export default function MoreFilterOption({ filter, activeFilters, onChangeFilter
                 onClick={() => updateIsMenuOpen(!isMenuOpen)}
                 isActive={!!numActiveFilters}
                 isOpen={isMenuOpen}
-                data-testid={`more-filter-${capitalizeFirstLetterOnly(filter.displayName)}`}
+                data-testid={`more-filter-${displayName?.replace(/\s/g, '-')}`}
             >
                 <IconNameWrapper>
                     {filterIcon && <IconWrapper>{filterIcon}</IconWrapper>}
-                    {capitalizeFirstLetterOnly(filter.displayName)} {numActiveFilters ? `(${numActiveFilters}) ` : ''}
+                    {displayName} {numActiveFilters ? `(${numActiveFilters}) ` : ''}
                 </IconNameWrapper>
                 <RightOutlined style={{ fontSize: '12px', height: '12px' }} />
             </MoreFilterOptionLabel>
diff --git a/datahub-web-react/src/app/search/filters/OptionsDropdownMenu.tsx b/datahub-web-react/src/app/search/filters/OptionsDropdownMenu.tsx
index 13196af5ef85bf..f1c806671a39b9 100644
--- a/datahub-web-react/src/app/search/filters/OptionsDropdownMenu.tsx
+++ b/datahub-web-react/src/app/search/filters/OptionsDropdownMenu.tsx
@@ -2,9 +2,12 @@ import { LoadingOutlined } from '@ant-design/icons';
 import { Button } from 'antd';
 import React, { CSSProperties } from 'react';
 import styled from 'styled-components/macro';
+import { FacetFilterInput, FacetMetadata } from '@src/types.generated';
 import { useEntityRegistry } from '../../useEntityRegistry';
 import { SearchBar } from '../SearchBar';
 import { useEnterKeyListener } from '../../shared/useEnterKeyListener';
+import { getIsDateRangeFilter } from './utils';
+import DateRangeMenu from './DateRangeMenu/DateRangeMenu';
 
 const StyledButton = styled(Button)`
     width: 100%;
@@ -53,6 +56,8 @@ interface Props {
     updateSearchQuery: (query: string) => void;
     searchPlaceholder?: string;
     style?: CSSProperties;
+    filter?: FacetMetadata;
+    manuallyUpdateFilters?: (newValues: FacetFilterInput[]) => void;
 }
 
 export default function OptionsDropdownMenu({
@@ -63,11 +68,21 @@ export default function OptionsDropdownMenu({
     updateSearchQuery,
     searchPlaceholder,
     style,
+    filter,
+    manuallyUpdateFilters,
 }: Props) {
     const entityRegistry = useEntityRegistry();
 
     useEnterKeyListener({ querySelectorToExecuteClick: '#updateFiltersButton' });
 
+    if (filter && manuallyUpdateFilters && getIsDateRangeFilter(filter)) {
+        return (
+            <DropdownMenu data-testid="filter-dropdown" style={style}>
+                <DateRangeMenu field={filter} manuallyUpdateFilters={manuallyUpdateFilters} />
+            </DropdownMenu>
+        );
+    }
+
     return (
         <DropdownMenu data-testid="filter-dropdown" style={style}>
             <ScrollableContent>
diff --git a/datahub-web-react/src/app/search/filters/SearchFilter.tsx b/datahub-web-react/src/app/search/filters/SearchFilter.tsx
index 26b3a0d5ff5c23..9a69c4ec07716c 100644
--- a/datahub-web-react/src/app/search/filters/SearchFilter.tsx
+++ b/datahub-web-react/src/app/search/filters/SearchFilter.tsx
@@ -1,7 +1,7 @@
 import React from 'react';
 import { FacetFilterInput, FacetMetadata } from '../../../types.generated';
 import useSearchFilterDropdown from './useSearchFilterDropdown';
-import { getFilterDropdownIcon } from './utils';
+import { getFilterDropdownIcon, useFilterDisplayName } from './utils';
 import SearchFilterView from './SearchFilterView';
 import { ENTITY_FILTER_NAME } from '../utils/constants';
 import EntityTypeFilter from './EntityTypeFilter/EntityTypeFilter';
@@ -22,12 +22,14 @@ export default function SearchFilter({ filter, activeFilters, onChangeFilters }:
         areFiltersLoading,
         searchQuery,
         updateSearchQuery,
+        manuallyUpdateFilters,
     } = useSearchFilterDropdown({
         filter,
         activeFilters,
         onChangeFilters,
     });
     const filterIcon = getFilterDropdownIcon(filter.field);
+    const displayName = useFilterDisplayName(filter);
 
     if (filter.field === ENTITY_FILTER_NAME) {
         return <EntityTypeFilter filter={filter} activeFilters={activeFilters} onChangeFilters={onChangeFilters} />;
@@ -39,12 +41,14 @@ export default function SearchFilter({ filter, activeFilters, onChangeFilters }:
             isMenuOpen={isMenuOpen}
             numActiveFilters={numActiveFilters}
             filterIcon={filterIcon}
-            displayName={filter.displayName || ''}
+            displayName={displayName || ''}
             searchQuery={searchQuery}
             loading={areFiltersLoading}
             updateIsMenuOpen={updateIsMenuOpen}
             setSearchQuery={updateSearchQuery}
             updateFilters={updateFilters}
+            filter={filter}
+            manuallyUpdateFilters={manuallyUpdateFilters}
         />
     );
 }
diff --git a/datahub-web-react/src/app/search/filters/SearchFilterView.tsx b/datahub-web-react/src/app/search/filters/SearchFilterView.tsx
index ee448e6e1acf26..c8c629d3735b80 100644
--- a/datahub-web-react/src/app/search/filters/SearchFilterView.tsx
+++ b/datahub-web-react/src/app/search/filters/SearchFilterView.tsx
@@ -2,8 +2,8 @@ import { CaretDownFilled } from '@ant-design/icons';
 import { Dropdown } from 'antd';
 import React from 'react';
 import styled from 'styled-components';
+import { FacetFilterInput, FacetMetadata } from '@src/types.generated';
 import OptionsDropdownMenu from './OptionsDropdownMenu';
-import { capitalizeFirstLetterOnly } from '../../shared/textUtil';
 import { DisplayedFilterOption } from './mapFilterOption';
 import { SearchFilterLabel } from './styledComponents';
 
@@ -27,6 +27,8 @@ interface Props {
     updateIsMenuOpen: (isOpen: boolean) => void;
     setSearchQuery: (query: string) => void;
     updateFilters: () => void;
+    filter?: FacetMetadata;
+    manuallyUpdateFilters?: (newValues: FacetFilterInput[]) => void;
 }
 
 export default function SearchFilterView({
@@ -40,6 +42,8 @@ export default function SearchFilterView({
     updateIsMenuOpen,
     setSearchQuery,
     updateFilters,
+    filter,
+    manuallyUpdateFilters,
 }: Props) {
     return (
         <Dropdown
@@ -55,16 +59,18 @@ export default function SearchFilterView({
                     updateSearchQuery={setSearchQuery}
                     isLoading={loading}
                     searchPlaceholder={displayName}
+                    filter={filter}
+                    manuallyUpdateFilters={manuallyUpdateFilters}
                 />
             )}
         >
             <SearchFilterLabel
                 onClick={() => updateIsMenuOpen(!isMenuOpen)}
                 isActive={!!numActiveFilters}
-                data-testid={`filter-dropdown-${capitalizeFirstLetterOnly(displayName)}`}
+                data-testid={`filter-dropdown-${displayName?.replace(/\s/g, '-')}`}
             >
                 {filterIcon && <IconWrapper>{filterIcon}</IconWrapper>}
-                {capitalizeFirstLetterOnly(displayName)} {numActiveFilters ? `(${numActiveFilters}) ` : ''}
+                {displayName} {numActiveFilters ? `(${numActiveFilters}) ` : ''}
                 <CaretDownFilled style={{ fontSize: '12px', height: '12px' }} />
             </SearchFilterLabel>
         </Dropdown>
diff --git a/datahub-web-react/src/app/search/filters/mapFilterOption.tsx b/datahub-web-react/src/app/search/filters/mapFilterOption.tsx
index 4f2b7bf21051c2..6abc3505fe3a47 100644
--- a/datahub-web-react/src/app/search/filters/mapFilterOption.tsx
+++ b/datahub-web-react/src/app/search/filters/mapFilterOption.tsx
@@ -45,7 +45,7 @@ export function mapFilterOption({
             />
         ),
         style: { padding: 0 },
-        displayName: displayName as string,
+        displayName: filterOption.displayName || (displayName as string),
         nestedOptions,
     };
 }
diff --git a/datahub-web-react/src/app/search/filters/types.ts b/datahub-web-react/src/app/search/filters/types.ts
index 3f4a705e827c41..6704c7fa01a48e 100644
--- a/datahub-web-react/src/app/search/filters/types.ts
+++ b/datahub-web-react/src/app/search/filters/types.ts
@@ -5,4 +5,5 @@ export interface FilterOptionType {
     value: string;
     count?: number;
     entity?: Entity | null;
+    displayName?: string;
 }
diff --git a/datahub-web-react/src/app/search/filters/useSearchFilterDropdown.tsx b/datahub-web-react/src/app/search/filters/useSearchFilterDropdown.tsx
index 8467449ab6029f..a614ae8e7f35ee 100644
--- a/datahub-web-react/src/app/search/filters/useSearchFilterDropdown.tsx
+++ b/datahub-web-react/src/app/search/filters/useSearchFilterDropdown.tsx
@@ -81,6 +81,15 @@ export default function useSearchFilterDropdown({ filter, activeFilters, onChang
         setIsMenuOpen(false);
     }
 
+    function manuallyUpdateFilters(newFilters: FacetFilterInput[]) {
+        // remove any filters that are in newFilters to overwrite them
+        const filtersNotInNewFilters = activeFilters.filter(
+            (f) => !newFilters.find((newFilter) => newFilter.field === f.field),
+        );
+        onChangeFilters([...filtersNotInNewFilters, ...newFilters]);
+        setIsMenuOpen(false);
+    }
+
     function updateSearchQuery(newQuery: string) {
         setSearchQuery(newQuery);
         if (newQuery && FACETS_TO_ENTITY_TYPES[filter.field]) {
@@ -107,7 +116,13 @@ export default function useSearchFilterDropdown({ filter, activeFilters, onChang
     );
     // filter out any aggregations with a count of 0 unless it's already selected and in activeFilters
     const finalAggregations = filterEmptyAggregations(combinedAggregations, activeFilters);
-    const filterOptions = getFilterOptions(filter.field, finalAggregations, selectedFilterOptions, autoCompleteResults)
+    const filterOptions = getFilterOptions(
+        filter.field,
+        finalAggregations,
+        selectedFilterOptions,
+        autoCompleteResults,
+        filter.entity,
+    )
         .map((filterOption) =>
             mapFilterOption({ filterOption, entityRegistry, selectedFilterOptions, setSelectedFilterOptions }),
         )
@@ -122,5 +137,6 @@ export default function useSearchFilterDropdown({ filter, activeFilters, onChang
         areFiltersLoading: loading,
         searchQuery,
         updateSearchQuery,
+        manuallyUpdateFilters,
     };
 }
diff --git a/datahub-web-react/src/app/search/filters/utils.tsx b/datahub-web-react/src/app/search/filters/utils.tsx
index bd747777d11175..2bbad251533632 100644
--- a/datahub-web-react/src/app/search/filters/utils.tsx
+++ b/datahub-web-react/src/app/search/filters/utils.tsx
@@ -1,4 +1,7 @@
+import moment from 'moment-timezone';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
 import Icon from '@ant-design/icons/lib/components/Icon';
+import TableIcon from '@src/images/table-icon.svg?react';
 import {
     BookOutlined,
     DatabaseOutlined,
@@ -8,6 +11,8 @@ import {
     TagOutlined,
     UserOutlined,
 } from '@ant-design/icons';
+import { removeMarkdown } from '@src/app/entity/shared/components/styled/StripMarkdownText';
+import { DATE_TYPE_URN } from '@src/app/shared/constants';
 import React, { useLayoutEffect, useState } from 'react';
 import styled from 'styled-components';
 import {
@@ -21,6 +26,7 @@ import {
     FacetMetadata,
     GlossaryTerm,
     Container,
+    StructuredPropertyEntity,
 } from '../../../types.generated';
 import { IconStyleType } from '../../entity/Entity';
 import {
@@ -34,6 +40,7 @@ import {
     LEGACY_ENTITY_FILTER_NAME,
     OWNERS_FILTER_NAME,
     PLATFORM_FILTER_NAME,
+    STRUCTURED_PROPERTIES_FILTER_NAME,
     TAGS_FILTER_NAME,
     TYPE_NAMES_FILTER_NAME,
     UNIT_SEPARATOR,
@@ -164,6 +171,7 @@ export function getFilterIconAndLabel(
     filterEntity: Entity | null,
     size?: number,
     filterLabelOverride?: string | null,
+    facetEntity?: Entity | null,
 ) {
     let icon: React.ReactNode = null;
     let label: React.ReactNode = null;
@@ -209,6 +217,9 @@ export function getFilterIconAndLabel(
 
         icon = newIcon;
         label = newLabel;
+    } else if (filterField.startsWith(STRUCTURED_PROPERTIES_FILTER_NAME)) {
+        label = getStructuredPropFilterDisplayName(filterField, filterValue, facetEntity);
+        icon = <Icon component={TableIcon} />;
     } else {
         label = filterValue;
     }
@@ -268,6 +279,10 @@ export function sortFacets(facetA: FacetMetadata, facetB: FacetMetadata, sortedF
 }
 
 export function getFilterDropdownIcon(field: string) {
+    if (field.startsWith(STRUCTURED_PROPERTIES_FILTER_NAME)) {
+        return <Icon component={TableIcon} />;
+    }
+
     switch (field) {
         case PLATFORM_FILTER_NAME:
             return <DatabaseOutlined />;
@@ -296,8 +311,13 @@ export function getFilterOptions(
     aggregations: AggregationMetadata[],
     selectedFilterOptions: FilterOptionType[],
     autoCompleteResults?: GetAutoCompleteMultipleResultsQuery,
+    filterEntity?: Entity | null,
 ) {
-    const aggregationFilterOptions = aggregations.map((agg) => ({ field: filterField, ...agg }));
+    const aggregationFilterOptions = aggregations.map((agg) => ({
+        field: filterField,
+        displayName: getStructuredPropFilterDisplayName(filterField, agg.value, filterEntity),
+        ...agg,
+    }));
 
     const searchResults = autoCompleteResults?.autoCompleteForMultiple?.suggestions.find((suggestion) =>
         FACETS_TO_ENTITY_TYPES[filterField]?.includes(suggestion.type),
@@ -384,3 +404,43 @@ export function useElementDimensions(ref) {
 
     return dimensions;
 }
+
+export function getStructuredPropFilterDisplayName(field: string, value: string, entity?: Entity | null) {
+    const isStructuredPropertyValue = field.startsWith('structuredProperties.');
+    if (!isStructuredPropertyValue) return undefined;
+
+    // check for structured prop entity values
+    if (value.startsWith('urn:li:')) {
+        // this value is an urn, handle entity display names elsewhere
+        return undefined;
+    }
+
+    // check for structured prop date values
+    if (entity && (entity as StructuredPropertyEntity).definition?.valueType?.urn === DATE_TYPE_URN) {
+        return moment(parseInt(value, 10)).tz('GMT').format('MM/DD/YYYY').toString();
+    }
+
+    // check for structured prop number values
+    if (!Number.isNaN(parseFloat(value))) {
+        return parseFloat(value).toString();
+    }
+
+    return removeMarkdown(value);
+}
+
+export function useFilterDisplayName(filter: FacetMetadata, predicateDisplayName?: string) {
+    const entityRegistry = useEntityRegistry();
+
+    if (filter.entity) {
+        return entityRegistry.getDisplayName(filter.entity.type, filter.entity);
+    }
+
+    return predicateDisplayName || filter.displayName || filter.field;
+}
+
+export function getIsDateRangeFilter(field: FacetMetadata) {
+    if (field.entity && field.entity.type === EntityType.StructuredProperty) {
+        return (field.entity as StructuredPropertyEntity).definition?.valueType?.urn === DATE_TYPE_URN;
+    }
+    return false;
+}
diff --git a/datahub-web-react/src/app/search/utils/constants.ts b/datahub-web-react/src/app/search/utils/constants.ts
index 8616f67ac2b6a3..7aa416e12c954f 100644
--- a/datahub-web-react/src/app/search/utils/constants.ts
+++ b/datahub-web-react/src/app/search/utils/constants.ts
@@ -25,6 +25,11 @@ export const REMOVED_FILTER_NAME = 'removed';
 export const ORIGIN_FILTER_NAME = 'origin';
 export const DEGREE_FILTER_NAME = 'degree';
 export const BROWSE_PATH_V2_FILTER_NAME = 'browsePathV2';
+export const STRUCTURED_PROPERTIES_FILTER_NAME = 'structuredProperties.';
+export const ENTITY_TYPES_FILTER_NAME = 'entityTypes';
+export const IS_HIDDEN_PROPERTY_FILTER_NAME = 'isHidden';
+export const SHOW_IN_COLUMNS_TABLE_PROPERTY_FILTER_NAME = 'showInColumnsTable';
+export const SHOW_IN_ASSET_SUMMARY_PROPERTY_FILTER_NAME = 'showInAssetSummary';
 
 export const LEGACY_ENTITY_FILTER_FIELDS = [ENTITY_FILTER_NAME, LEGACY_ENTITY_FILTER_NAME];
 
diff --git a/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx b/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx
index 8936a935735c57..2e8556a20b0865 100644
--- a/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx
+++ b/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx
@@ -8,6 +8,7 @@ import {
     SolutionOutlined,
     DownOutlined,
     GlobalOutlined,
+    UnorderedListOutlined,
 } from '@ant-design/icons';
 import { Link } from 'react-router-dom';
 import { Button, Dropdown, Tooltip } from 'antd';
@@ -15,6 +16,7 @@ import { useAppConfig, useBusinessAttributesFlag } from '../../useAppConfig';
 import { ANTD_GRAY } from '../../entity/shared/constants';
 import { HOME_PAGE_INGESTION_ID } from '../../onboarding/config/HomePageOnboardingConfig';
 import { useToggleEducationStepIdsAllowList } from '../../onboarding/useToggleEducationStepIdsAllowList';
+import { PageRoutes } from '../../../conf/Global';
 import { useUserContext } from '../../context/useUserContext';
 import DomainIcon from '../../domain/DomainIcon';
 
@@ -42,6 +44,10 @@ const NavTitleContainer = styled.span`
     padding: 2px;
 `;
 
+const NavSubItemTitleContainer = styled(NavTitleContainer)`
+    line-height: 20px;
+`;
+
 const NavTitleText = styled.span`
     margin-left: 6px;
     font-weight: bold;
@@ -71,6 +77,9 @@ export function HeaderLinks(props: Props) {
     const showSettings = true;
     const showIngestion =
         isIngestionEnabled && me && (me.platformPrivileges?.manageIngestion || me.platformPrivileges?.manageSecrets);
+    const showStructuredProperties =
+        config?.featureFlags?.showManageStructuredProperties &&
+        (me.platformPrivileges?.manageStructuredProperties || me.platformPrivileges?.viewStructuredPropertiesPage);
 
     useToggleEducationStepIdsAllowList(!!showIngestion, HOME_PAGE_INGESTION_ID);
 
@@ -125,6 +134,22 @@ export function HeaderLinks(props: Props) {
                   },
               ]
             : []),
+        ...(showStructuredProperties
+            ? [
+                  {
+                      key: 5,
+                      label: (
+                          <Link to={PageRoutes.STRUCTURED_PROPERTIES}>
+                              <NavSubItemTitleContainer>
+                                  <UnorderedListOutlined style={{ fontSize: '14px', fontWeight: 'bold' }} />
+                                  <NavTitleText>Structured Properties</NavTitleText>
+                              </NavSubItemTitleContainer>
+                              <NavTitleDescription>Manage custom properties for your data assets</NavTitleDescription>
+                          </Link>
+                      ),
+                  },
+              ]
+            : []),
     ];
 
     return (
diff --git a/datahub-web-react/src/app/shared/constants.ts b/datahub-web-react/src/app/shared/constants.ts
index 1cd9077ab8cdf8..5ccc6e5698faa2 100644
--- a/datahub-web-react/src/app/shared/constants.ts
+++ b/datahub-web-react/src/app/shared/constants.ts
@@ -1,5 +1,8 @@
 export const ENTER_KEY_CODE = 13;
 
+export const DATE_TYPE_URN = 'urn:li:dataType:datahub.date';
+export const TYPE_ICON_CLASS_NAME = 'typeIcon';
+
 export enum ErrorCodes {
     BadRequest = 400,
     Unauthorized = 401,
diff --git a/datahub-web-react/src/app/sharedV2/modals/ConfirmationModal.tsx b/datahub-web-react/src/app/sharedV2/modals/ConfirmationModal.tsx
new file mode 100644
index 00000000000000..34c317d27a0a4f
--- /dev/null
+++ b/datahub-web-react/src/app/sharedV2/modals/ConfirmationModal.tsx
@@ -0,0 +1,76 @@
+import { Button, Heading, Text, typography } from '@components';
+import { Modal } from 'antd';
+import React from 'react';
+import styled from 'styled-components';
+
+const ButtonsContainer = styled.div`
+    display: flex;
+    gap: 16px;
+    justify-content: end;
+`;
+
+export const StyledModal = styled(Modal)`
+    font-family: ${typography.fonts.body};
+
+    &&& .ant-modal-content {
+        box-shadow: 0px 4px 12px 0px rgba(9, 1, 61, 0.12);
+        border-radius: 12px;
+    }
+
+    .ant-modal-header {
+        border-bottom: 0;
+        padding-bottom: 0;
+        border-radius: 12px !important;
+    }
+
+    .ant-modal-body {
+        padding: 12px 24px;
+    }
+`;
+
+interface Props {
+    isOpen: boolean;
+    handleConfirm: (e: any) => void;
+    handleClose: () => void;
+    modalTitle?: string;
+    modalText?: string | React.ReactNode;
+    closeButtonText?: string;
+    confirmButtonText?: string;
+}
+
+export const ConfirmationModal = ({
+    isOpen,
+    handleClose,
+    handleConfirm,
+    modalTitle,
+    modalText,
+    closeButtonText,
+    confirmButtonText,
+}: Props) => {
+    return (
+        <StyledModal
+            open={isOpen}
+            onCancel={handleClose}
+            centered
+            footer={
+                <ButtonsContainer>
+                    <Button variant="text" onClick={handleClose} data-testid="modal-cancel-button">
+                        {closeButtonText || 'Cancel'}
+                    </Button>
+                    <Button variant="filled" onClick={handleConfirm} data-testid="modal-confirm-button">
+                        {confirmButtonText || 'Yes'}
+                    </Button>
+                </ButtonsContainer>
+            }
+            title={
+                <Heading type="h1" weight="bold">
+                    {modalTitle || 'Confirm'}
+                </Heading>
+            }
+        >
+            <Text color="gray" size="lg">
+                {modalText || 'Are you sure?'}
+            </Text>
+        </StyledModal>
+    );
+};
diff --git a/datahub-web-react/src/app/sharedV2/toastMessageUtils.ts b/datahub-web-react/src/app/sharedV2/toastMessageUtils.ts
new file mode 100644
index 00000000000000..b714d668e05fc2
--- /dev/null
+++ b/datahub-web-react/src/app/sharedV2/toastMessageUtils.ts
@@ -0,0 +1,18 @@
+import { message } from 'antd';
+import { ReactNode } from 'react';
+
+export enum ToastType {
+    INFO = 'info',
+    ERROR = 'error',
+    SUCCESS = 'success',
+    WARNING = 'warning',
+    LOADING = 'loading',
+}
+
+export const showToastMessage = (type: ToastType, content: string | ReactNode, duration: number) => {
+    message.open({
+        type,
+        content,
+        duration,
+    });
+};
diff --git a/datahub-web-react/src/appConfigContext.tsx b/datahub-web-react/src/appConfigContext.tsx
index f119f8bc7d53af..d7fef85db4b625 100644
--- a/datahub-web-react/src/appConfigContext.tsx
+++ b/datahub-web-react/src/appConfigContext.tsx
@@ -56,6 +56,7 @@ export const DEFAULT_APP_CONFIG = {
         dataContractsEnabled: false,
         editableDatasetNameEnabled: false,
         showSeparateSiblings: false,
+        showManageStructuredProperties: false,
     },
 };
 
diff --git a/datahub-web-react/src/conf/Global.ts b/datahub-web-react/src/conf/Global.ts
index e0172d3f07e41e..7b3925f8c6ba1c 100644
--- a/datahub-web-react/src/conf/Global.ts
+++ b/datahub-web-react/src/conf/Global.ts
@@ -25,6 +25,7 @@ export enum PageRoutes {
     DOMAINS = '/domains',
     DOMAIN = '/domain',
     GLOSSARY = '/glossary',
+    STRUCTURED_PROPERTIES = '/structured-properties',
     SETTINGS_VIEWS = '/settings/views',
     EMBED = '/embed',
     EMBED_LOOKUP = '/embed/lookup/:url',
diff --git a/datahub-web-react/src/graphql/app.graphql b/datahub-web-react/src/graphql/app.graphql
index 2a0baf238761f3..0d1999f82f77cd 100644
--- a/datahub-web-react/src/graphql/app.graphql
+++ b/datahub-web-react/src/graphql/app.graphql
@@ -71,6 +71,7 @@ query appConfig {
             dataContractsEnabled
             editableDatasetNameEnabled
             showSeparateSiblings
+            showManageStructuredProperties
         }
     }
 }
diff --git a/datahub-web-react/src/graphql/fragments.graphql b/datahub-web-react/src/graphql/fragments.graphql
index ade63f151d1a09..788c68349b4268 100644
--- a/datahub-web-react/src/graphql/fragments.graphql
+++ b/datahub-web-react/src/graphql/fragments.graphql
@@ -589,6 +589,11 @@ fragment nonRecursiveMLFeature on MLFeature {
             }
         }
     }
+    structuredProperties {
+        properties {
+            ...structuredPropertiesFields
+        }
+    }
 }
 
 fragment nonRecursiveMLPrimaryKey on MLPrimaryKey {
@@ -659,6 +664,11 @@ fragment nonRecursiveMLPrimaryKey on MLPrimaryKey {
             }
         }
     }
+    structuredProperties {
+        properties {
+            ...structuredPropertiesFields
+        }
+    }
 }
 
 fragment nonRecursiveMLFeatureTable on MLFeatureTable {
@@ -715,6 +725,11 @@ fragment nonRecursiveMLFeatureTable on MLFeatureTable {
     browsePathV2 {
         ...browsePathV2Fields
     }
+    structuredProperties {
+        properties {
+            ...structuredPropertiesFields
+        }
+    }
 }
 
 fragment schemaFieldFields on SchemaField {
@@ -1225,6 +1240,12 @@ fragment entityDisplayNameFields on Entity {
     ... on DataPlatformInstance {
         instanceId
     }
+    ... on StructuredPropertyEntity {
+        definition {
+            displayName
+            qualifiedName
+        }
+    }
 }
 
 fragment ermodelrelationPropertiesFields on ERModelRelationshipProperties {
@@ -1278,12 +1299,16 @@ fragment structuredPropertyFields on StructuredPropertyEntity {
         cardinality
         immutable
         valueType {
+            urn
+            type
             info {
                 type
                 displayName
             }
         }
         entityTypes {
+            urn
+            type
             info {
                 type
             }
@@ -1310,6 +1335,35 @@ fragment structuredPropertyFields on StructuredPropertyEntity {
             }
             description
         }
+        created {
+            time
+            actor {
+                urn
+                editableProperties {
+                    displayName
+                    pictureLink
+                }
+                ...entityDisplayNameFields
+            }
+        }
+        lastModified {
+            time
+            actor {
+                urn
+                editableProperties {
+                    displayName
+                    pictureLink
+                }
+                ...entityDisplayNameFields
+            }
+        }
+    }
+    settings {
+        isHidden
+        showInSearchFilters
+        showAsAssetBadge
+        showInAssetSummary
+        showInColumnsTable
     }
 }
 
@@ -1331,6 +1385,7 @@ fragment structuredPropertiesFields on StructuredPropertiesEntry {
         type
         ...entityDisplayNameFields
     }
+    associatedUrn
 }
 
 fragment autoRenderAspectFields on RawAspect {
diff --git a/datahub-web-react/src/graphql/lineage.graphql b/datahub-web-react/src/graphql/lineage.graphql
index c4936fc3c8abec..ee05811cbb72de 100644
--- a/datahub-web-react/src/graphql/lineage.graphql
+++ b/datahub-web-react/src/graphql/lineage.graphql
@@ -62,6 +62,11 @@ fragment lineageNodeProperties on EntityWithRelationships {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on DataFlow {
         orchestrator
@@ -97,6 +102,11 @@ fragment lineageNodeProperties on EntityWithRelationships {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Dashboard {
         urn
@@ -155,6 +165,11 @@ fragment lineageNodeProperties on EntityWithRelationships {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Chart {
         tool
@@ -188,6 +203,11 @@ fragment lineageNodeProperties on EntityWithRelationships {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Dataset {
         name
@@ -227,6 +247,11 @@ fragment lineageNodeProperties on EntityWithRelationships {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLModelGroup {
         urn
@@ -243,6 +268,11 @@ fragment lineageNodeProperties on EntityWithRelationships {
         status {
             removed
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLModel {
         urn
@@ -259,6 +289,11 @@ fragment lineageNodeProperties on EntityWithRelationships {
         status {
             removed
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLFeatureTable {
         ...nonRecursiveMLFeatureTable
diff --git a/datahub-web-react/src/graphql/me.graphql b/datahub-web-react/src/graphql/me.graphql
index 549aae1ad17de5..e02a480fffe765 100644
--- a/datahub-web-react/src/graphql/me.graphql
+++ b/datahub-web-react/src/graphql/me.graphql
@@ -51,6 +51,8 @@ query getMe {
             manageGlobalAnnouncements
             createBusinessAttributes
             manageBusinessAttributes
+            manageStructuredProperties
+            viewStructuredPropertiesPage
         }
     }
 }
diff --git a/datahub-web-react/src/graphql/search.graphql b/datahub-web-react/src/graphql/search.graphql
index 3e26dd7121b72c..ce0fde27f4c425 100644
--- a/datahub-web-react/src/graphql/search.graphql
+++ b/datahub-web-react/src/graphql/search.graphql
@@ -396,9 +396,19 @@ fragment searchResultsWithoutSchemaField on Entity {
                 type
                 ... on Dataset {
                     ...nonSiblingsDatasetSearchFields
+                    structuredProperties {
+                        properties {
+                            ...structuredPropertiesFields
+                        }
+                    }
                 }
             }
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Role {
         id
@@ -509,6 +519,11 @@ fragment searchResultsWithoutSchemaField on Entity {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Chart {
         chartId
@@ -578,6 +593,11 @@ fragment searchResultsWithoutSchemaField on Entity {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on DataFlow {
         flowId
@@ -619,6 +639,11 @@ fragment searchResultsWithoutSchemaField on Entity {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on DataJob {
         dataFlow {
@@ -671,6 +696,11 @@ fragment searchResultsWithoutSchemaField on Entity {
         health {
             ...entityHealth
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on GlossaryTerm {
         name
@@ -696,12 +726,22 @@ fragment searchResultsWithoutSchemaField on Entity {
         domain {
             ...entityDomain
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on GlossaryNode {
         ...glossaryNode
         parentNodes {
             ...parentNodesFields
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Domain {
         properties {
@@ -715,6 +755,11 @@ fragment searchResultsWithoutSchemaField on Entity {
             ...parentDomainsFields
         }
         ...domainEntitiesFields
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Container {
         properties {
@@ -752,6 +797,11 @@ fragment searchResultsWithoutSchemaField on Entity {
         parentContainers {
             ...parentContainersFields
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLFeatureTable {
         name
@@ -777,12 +827,27 @@ fragment searchResultsWithoutSchemaField on Entity {
         dataPlatformInstance {
             ...dataPlatformInstanceFields
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLFeature {
         ...nonRecursiveMLFeature
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLPrimaryKey {
         ...nonRecursiveMLPrimaryKey
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLModel {
         name
@@ -800,6 +865,11 @@ fragment searchResultsWithoutSchemaField on Entity {
         dataPlatformInstance {
             ...dataPlatformInstanceFields
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on MLModelGroup {
         name
@@ -817,6 +887,11 @@ fragment searchResultsWithoutSchemaField on Entity {
         dataPlatformInstance {
             ...dataPlatformInstanceFields
         }
+        structuredProperties {
+            properties {
+                ...structuredPropertiesFields
+            }
+        }
     }
     ... on Tag {
         name
@@ -855,6 +930,9 @@ fragment searchResultsWithoutSchemaField on Entity {
     ... on BusinessAttribute {
         ...businessAttributeFields
     }
+    ... on StructuredPropertyEntity {
+        ...structuredPropertyFields
+    }
 }
 
 fragment searchResultFields on Entity {
@@ -867,6 +945,18 @@ fragment searchResultFields on Entity {
 fragment facetFields on FacetMetadata {
     field
     displayName
+    entity {
+        urn
+        type
+        ...entityDisplayNameFields
+        ... on StructuredPropertyEntity {
+            definition {
+                valueType {
+                    urn
+                }
+            }
+        }
+    }
     aggregations {
         value
         count
diff --git a/datahub-web-react/src/graphql/structuredProperties.graphql b/datahub-web-react/src/graphql/structuredProperties.graphql
index 60079db3b1cd4b..8a59b6e5fe0a0f 100644
--- a/datahub-web-react/src/graphql/structuredProperties.graphql
+++ b/datahub-web-react/src/graphql/structuredProperties.graphql
@@ -1,3 +1,116 @@
+query getStructuredProperty($urn: String!) {
+    entity(urn: $urn) {
+        urn
+        type
+        ... on StructuredPropertyEntity {
+            urn
+            type
+            definition {
+                qualifiedName
+                displayName
+                description
+                cardinality
+                entityTypes {
+                    urn
+                    type
+                    info {
+                        type
+                    }
+                }
+                valueType {
+                    urn
+                    type
+                    info {
+                        type
+                        qualifiedName
+                        displayName
+                        description
+                    }
+                }
+                allowedValues {
+                    value {
+                        ... on StringValue {
+                            stringValue
+                        }
+                        ... on NumberValue {
+                            numberValue
+                        }
+                    }
+                    description
+                }
+                typeQualifier {
+                    allowedTypes {
+                        urn
+                        type
+                        info {
+                            type
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
+
+query searchStructuredProperties($query: String!, $start: Int!, $count: Int!) {
+    searchAcrossEntities(input: { query: $query, types: [STRUCTURED_PROPERTY], start: $start, count: $count }) {
+        start
+        count
+        total
+        searchResults {
+            entity {
+                ... on StructuredPropertyEntity {
+                    urn
+                    type
+                    definition {
+                        qualifiedName
+                        displayName
+                        description
+                        cardinality
+                        entityTypes {
+                            urn
+                            type
+                            info {
+                                type
+                            }
+                        }
+                        valueType {
+                            urn
+                            type
+                            info {
+                                type
+                                qualifiedName
+                                displayName
+                                description
+                            }
+                        }
+                        allowedValues {
+                            value {
+                                ... on StringValue {
+                                    stringValue
+                                }
+                                ... on NumberValue {
+                                    numberValue
+                                }
+                            }
+                            description
+                        }
+                        typeQualifier {
+                            allowedTypes {
+                                urn
+                                type
+                                info {
+                                    type
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
+
 mutation upsertStructuredProperties($input: UpsertStructuredPropertiesInput!) {
     upsertStructuredProperties(input: $input) {
         properties {
@@ -5,3 +118,27 @@ mutation upsertStructuredProperties($input: UpsertStructuredPropertiesInput!) {
         }
     }
 }
+
+mutation removeStructuredProperties($input: RemoveStructuredPropertiesInput!) {
+    removeStructuredProperties(input: $input) {
+        properties {
+            ...structuredPropertiesFields
+        }
+    }
+}
+
+mutation createStructuredProperty($input: CreateStructuredPropertyInput!) {
+    createStructuredProperty(input: $input) {
+        ...structuredPropertyFields
+    }
+}
+
+mutation updateStructuredProperty($input: UpdateStructuredPropertyInput!) {
+    updateStructuredProperty(input: $input) {
+        ...structuredPropertyFields
+    }
+}
+
+mutation deleteStructuredProperty($input: DeleteStructuredPropertyInput!) {
+    deleteStructuredProperty(input: $input)
+}
diff --git a/datahub-web-react/src/images/empty-forms.svg b/datahub-web-react/src/images/empty-forms.svg
new file mode 100644
index 00000000000000..e803bd4ccee2be
--- /dev/null
+++ b/datahub-web-react/src/images/empty-forms.svg
@@ -0,0 +1,48 @@
+<svg width="200" height="200" viewBox="0 0 200 200" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="200" height="200" rx="100" fill="#F8F7FD"/>
+<g filter="url(#filter0_d_1052_31985)">
+<path d="M66.4862 157.106H133.513C142.171 157.106 149.189 150.088 149.189 141.43V72.8559C149.189 68.6984 147.537 64.7113 144.598 61.7715L128.645 45.819C125.705 42.8792 121.718 41.2277 117.561 41.2277H66.4862C57.8288 41.2277 50.8106 48.2459 50.8106 56.9033V141.43C50.8106 150.088 57.8288 157.106 66.4862 157.106Z" fill="url(#paint0_linear_1052_31985)" shape-rendering="crispEdges"/>
+<path d="M133.513 156.971H66.4862C57.9034 156.971 50.9457 150.013 50.9457 141.43V56.9033C50.9457 48.3205 57.9034 41.3628 66.4862 41.3628H117.561C121.682 41.3628 125.635 43.0001 128.55 45.9145L144.502 61.867C147.416 64.7815 149.054 68.7343 149.054 72.8559V141.43C149.054 150.013 142.096 156.971 133.513 156.971Z" stroke="url(#paint1_linear_1052_31985)" stroke-width="0.27027" shape-rendering="crispEdges"/>
+</g>
+<g filter="url(#filter1_d_1052_31985)">
+<path fill-rule="evenodd" clip-rule="evenodd" d="M137.568 69.3356C128.91 69.3356 121.892 62.3174 121.892 53.6599V41.8379C124.421 42.5652 126.751 43.9246 128.645 45.819L144.598 61.7715C146.693 63.8667 148.134 66.4939 148.789 69.3356H137.568Z" fill="url(#paint2_linear_1052_31985)" shape-rendering="crispEdges"/>
+</g>
+<defs>
+<filter id="filter0_d_1052_31985" x="46.7565" y="37.1736" width="106.486" height="123.987" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feColorMatrix in="SourceAlpha" type="matrix" values="0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 127 0" result="hardAlpha"/>
+<feOffset/>
+<feGaussianBlur stdDeviation="2.02703"/>
+<feComposite in2="hardAlpha" operator="out"/>
+<feColorMatrix type="matrix" values="0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.25 0"/>
+<feBlend mode="normal" in2="BackgroundImageFix" result="effect1_dropShadow_1052_31985"/>
+<feBlend mode="normal" in="SourceGraphic" in2="effect1_dropShadow_1052_31985" result="shape"/>
+</filter>
+<filter id="filter1_d_1052_31985" x="117.838" y="37.7838" width="35.0048" height="35.6058" filterUnits="userSpaceOnUse" color-interpolation-filters="sRGB">
+<feFlood flood-opacity="0" result="BackgroundImageFix"/>
+<feColorMatrix in="SourceAlpha" type="matrix" values="0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 127 0" result="hardAlpha"/>
+<feOffset/>
+<feGaussianBlur stdDeviation="2.02703"/>
+<feComposite in2="hardAlpha" operator="out"/>
+<feColorMatrix type="matrix" values="0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.12 0"/>
+<feBlend mode="normal" in2="BackgroundImageFix" result="effect1_dropShadow_1052_31985"/>
+<feBlend mode="normal" in="SourceGraphic" in2="effect1_dropShadow_1052_31985" result="shape"/>
+</filter>
+<linearGradient id="paint0_linear_1052_31985" x1="99.9997" y1="41.2277" x2="99.9997" y2="139.606" gradientUnits="userSpaceOnUse">
+<stop stop-color="white"/>
+<stop offset="1" stop-color="white" stop-opacity="0.5"/>
+</linearGradient>
+<linearGradient id="paint1_linear_1052_31985" x1="149.189" y1="41.2277" x2="50.8105" y2="139.606" gradientUnits="userSpaceOnUse">
+<stop stop-color="#F6FBFF" stop-opacity="0.5"/>
+<stop offset="0.333333" stop-color="white" stop-opacity="0"/>
+<stop offset="0.666667" stop-color="#F9FCFF" stop-opacity="0"/>
+<stop offset="1" stop-color="white" stop-opacity="0.7"/>
+</linearGradient>
+<linearGradient id="paint2_linear_1052_31985" x1="121.892" y1="69.3355" x2="220.269" y2="-29.0417" gradientUnits="userSpaceOnUse">
+<stop stop-color="#F6FBFF" stop-opacity="0.5"/>
+<stop offset="0.333333" stop-color="white" stop-opacity="0"/>
+<stop offset="0.666667" stop-color="#F9FCFF" stop-opacity="0"/>
+<stop offset="1" stop-color="white" stop-opacity="0.7"/>
+</linearGradient>
+</defs>
+</svg>
diff --git a/datahub-web-react/src/images/table-icon.svg b/datahub-web-react/src/images/table-icon.svg
new file mode 100644
index 00000000000000..e9535061ab87ef
--- /dev/null
+++ b/datahub-web-react/src/images/table-icon.svg
@@ -0,0 +1,3 @@
+<svg width="20" height="20" viewBox="0 0 20 20" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M17.5 3.75H2.5C2.33424 3.75 2.17527 3.81585 2.05806 3.93306C1.94085 4.05027 1.875 4.20924 1.875 4.375V15C1.875 15.3315 2.0067 15.6495 2.24112 15.8839C2.47554 16.1183 2.79348 16.25 3.125 16.25H16.875C17.2065 16.25 17.5245 16.1183 17.7589 15.8839C17.9933 15.6495 18.125 15.3315 18.125 15V4.375C18.125 4.20924 18.0592 4.05027 17.9419 3.93306C17.8247 3.81585 17.6658 3.75 17.5 3.75ZM3.125 8.75H6.25V11.25H3.125V8.75ZM7.5 8.75H16.875V11.25H7.5V8.75ZM16.875 5V7.5H3.125V5H16.875ZM3.125 12.5H6.25V15H3.125V12.5ZM16.875 15H7.5V12.5H16.875V15Z" fill="currentColor"/>
+</svg>
diff --git a/metadata-io/src/main/java/com/linkedin/metadata/search/elasticsearch/query/request/AggregationQueryBuilder.java b/metadata-io/src/main/java/com/linkedin/metadata/search/elasticsearch/query/request/AggregationQueryBuilder.java
index 60ca7649331a00..8b83439a3008c1 100644
--- a/metadata-io/src/main/java/com/linkedin/metadata/search/elasticsearch/query/request/AggregationQueryBuilder.java
+++ b/metadata-io/src/main/java/com/linkedin/metadata/search/elasticsearch/query/request/AggregationQueryBuilder.java
@@ -5,6 +5,7 @@
 import static com.linkedin.metadata.search.utils.ESUtils.toParentField;
 import static com.linkedin.metadata.utils.SearchUtil.*;
 
+import com.linkedin.common.urn.UrnUtils;
 import com.linkedin.data.template.LongMap;
 import com.linkedin.metadata.aspect.AspectRetriever;
 import com.linkedin.metadata.config.search.SearchConfiguration;
@@ -22,10 +23,13 @@
 import com.linkedin.util.Pair;
 import io.datahubproject.metadata.context.OperationContext;
 import io.opentelemetry.extension.annotations.WithSpan;
+import java.time.OffsetDateTime;
+import java.time.format.DateTimeParseException;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -48,6 +52,7 @@
 @Slf4j
 public class AggregationQueryBuilder {
   private static final String URN_FILTER = "urn";
+  private static final String STRUCTURED_PROPERTIES_PREFIX = "structuredProperties.";
   private final SearchConfiguration configs;
   private final Set<String> defaultFacetFields;
   private final Set<String> allFacetFields;
@@ -80,12 +85,13 @@ public List<AggregationBuilder> getAggregations(@Nonnull OperationContext opCont
    */
   public List<AggregationBuilder> getAggregations(
       @Nonnull OperationContext opContext, @Nullable List<String> facets) {
-    final Set<String> facetsToAggregate;
+    final Set<String> facetsToAggregate = new HashSet<>();
+    if (Boolean.TRUE.equals(
+        opContext.getSearchContext().getSearchFlags().isIncludeDefaultFacets())) {
+      facetsToAggregate.addAll(defaultFacetFields);
+    }
     if (facets != null) {
-      facetsToAggregate =
-          facets.stream().filter(this::isValidAggregate).collect(Collectors.toSet());
-    } else {
-      facetsToAggregate = defaultFacetFields;
+      facets.stream().filter(this::isValidAggregate).forEach(facetsToAggregate::add);
     }
     return facetsToAggregate.stream()
         .map(f -> facetToAggregationBuilder(opContext, f))
@@ -247,7 +253,7 @@ List<AggregationMetadata> extractAggregationMetadata(
     return addFiltersToAggregationMetadata(aggregationMetadataList, filter, aspectRetriever);
   }
 
-  private void processTermAggregations(
+  public void processTermAggregations(
       final Map.Entry<String, Aggregation> entry,
       final List<AggregationMetadata> aggregationMetadataList) {
     final Map<String, Long> oneTermAggResult =
@@ -264,6 +270,7 @@ private void processTermAggregations(
             .setFilterValues(
                 new FilterValueArray(
                     SearchUtil.convertToFilters(oneTermAggResult, Collections.emptySet())));
+    updateAggregationEntity(aggregationMetadata);
     aggregationMetadataList.add(aggregationMetadata);
   }
 
@@ -300,7 +307,15 @@ private static void recurseTermsAgg(
 
   private static void processTermBucket(
       Terms.Bucket bucket, Map<String, Long> aggResult, boolean includeZeroes) {
-    String key = bucket.getKeyAsString();
+    final String key = bucket.getKeyAsString();
+    String finalKey = key;
+    try {
+      // if the value is a date string, convert to milliseconds since epoch
+      OffsetDateTime time = OffsetDateTime.parse(key);
+      finalKey = String.valueOf(time.toEpochSecond() * 1000);
+    } catch (DateTimeParseException e) {
+      // do nothing, this is expected if the value is not a date
+    }
     // Gets filtered sub aggregation doc count if exist
     Map<String, Long> subAggs = recursivelyAddNestedSubAggs(bucket.getAggregations());
     subAggs.forEach(
@@ -309,7 +324,7 @@ private static void processTermBucket(
                 String.format("%s%s%s", key, AGGREGATION_SEPARATOR_CHAR, entryKey), entryValue));
     long docCount = bucket.getDocCount();
     if (includeZeroes || docCount > 0) {
-      aggResult.put(key, docCount);
+      aggResult.put(finalKey, docCount);
     }
   }
 
@@ -474,11 +489,24 @@ private AggregationMetadata buildAggregationMetadata(
       @Nonnull final String displayName,
       @Nonnull final LongMap aggValues,
       @Nonnull final FilterValueArray filterValues) {
-    return new AggregationMetadata()
-        .setName(facetField)
-        .setDisplayName(displayName)
-        .setAggregations(aggValues)
-        .setFilterValues(filterValues);
+    AggregationMetadata aggregationMetadata =
+        new AggregationMetadata()
+            .setName(facetField)
+            .setDisplayName(displayName)
+            .setAggregations(aggValues)
+            .setFilterValues(filterValues);
+    updateAggregationEntity(aggregationMetadata);
+    return aggregationMetadata;
+  }
+
+  public void updateAggregationEntity(@Nonnull final AggregationMetadata aggregationMetadata) {
+    if (aggregationMetadata.getName().startsWith(STRUCTURED_PROPERTIES_PREFIX)) {
+      aggregationMetadata.setEntity(
+          UrnUtils.getUrn(
+              String.format(
+                  "urn:li:structuredProperty:%s",
+                  aggregationMetadata.getName().replaceFirst(STRUCTURED_PROPERTIES_PREFIX, ""))));
+    }
   }
 
   private List<Pair<String, Pair<String, String>>> getFacetFieldDisplayNameFromAnnotation(
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/search/fixtures/SampleDataFixtureTestBase.java b/metadata-io/src/test/java/com/linkedin/metadata/search/fixtures/SampleDataFixtureTestBase.java
index fd663de40e0050..476f0114817be1 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/search/fixtures/SampleDataFixtureTestBase.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/search/fixtures/SampleDataFixtureTestBase.java
@@ -1124,9 +1124,10 @@ public void testFacets() {
   @Test
   public void testNestedAggregation() {
     Set<String> expectedFacets = Set.of("platform");
+    OperationContext context =
+        getOperationContext().withSearchFlags(flags -> flags.setIncludeDefaultFacets(false));
     SearchResult testResult =
-        facetAcrossEntities(
-            getOperationContext(), getSearchService(), "cypress", List.copyOf(expectedFacets));
+        facetAcrossEntities(context, getSearchService(), "cypress", List.copyOf(expectedFacets));
     assertEquals(testResult.getMetadata().getAggregations().size(), 1);
     expectedFacets.forEach(
         facet -> {
@@ -1143,8 +1144,7 @@ public void testNestedAggregation() {
 
     expectedFacets = Set.of("platform", "typeNames", "_entityType", "entity");
     SearchResult testResult2 =
-        facetAcrossEntities(
-            getOperationContext(), getSearchService(), "cypress", List.copyOf(expectedFacets));
+        facetAcrossEntities(context, getSearchService(), "cypress", List.copyOf(expectedFacets));
     assertEquals(testResult2.getMetadata().getAggregations().size(), 4);
     expectedFacets.forEach(
         facet -> {
@@ -1191,8 +1191,7 @@ public void testNestedAggregation() {
 
     expectedFacets = Set.of("platform", "typeNames", "entity");
     SearchResult testResult3 =
-        facetAcrossEntities(
-            getOperationContext(), getSearchService(), "cypress", List.copyOf(expectedFacets));
+        facetAcrossEntities(context, getSearchService(), "cypress", List.copyOf(expectedFacets));
     assertEquals(testResult3.getMetadata().getAggregations().size(), 4);
     expectedFacets.forEach(
         facet -> {
@@ -1222,8 +1221,7 @@ public void testNestedAggregation() {
     String singleNestedFacet = String.format("_entityType%sowners", AGGREGATION_SEPARATOR_CHAR);
     expectedFacets = Set.of(singleNestedFacet);
     SearchResult testResultSingleNested =
-        facetAcrossEntities(
-            getOperationContext(), getSearchService(), "cypress", List.copyOf(expectedFacets));
+        facetAcrossEntities(context, getSearchService(), "cypress", List.copyOf(expectedFacets));
     assertEquals(testResultSingleNested.getMetadata().getAggregations().size(), 1);
     Map<String, Long> expectedNestedFacetCounts = new HashMap<>();
     expectedNestedFacetCounts.put("datajob␞urn:li:corpuser:datahub", 2L);
@@ -1245,8 +1243,7 @@ public void testNestedAggregation() {
 
     expectedFacets = Set.of("platform", singleNestedFacet, "typeNames", "origin");
     SearchResult testResultNested =
-        facetAcrossEntities(
-            getOperationContext(), getSearchService(), "cypress", List.copyOf(expectedFacets));
+        facetAcrossEntities(context, getSearchService(), "cypress", List.copyOf(expectedFacets));
     assertEquals(testResultNested.getMetadata().getAggregations().size(), 4);
     expectedFacets.forEach(
         facet -> {
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/AggregationQueryBuilderTest.java b/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/AggregationQueryBuilderTest.java
index 3969223981ec3f..c68997e25bcff7 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/AggregationQueryBuilderTest.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/AggregationQueryBuilderTest.java
@@ -3,9 +3,7 @@
 import static com.linkedin.metadata.Constants.DATA_TYPE_URN_PREFIX;
 import static com.linkedin.metadata.Constants.STRUCTURED_PROPERTY_DEFINITION_ASPECT_NAME;
 import static com.linkedin.metadata.utils.SearchUtil.*;
-import static org.mockito.ArgumentMatchers.any;
-import static org.mockito.ArgumentMatchers.anySet;
-import static org.mockito.ArgumentMatchers.eq;
+import static org.mockito.ArgumentMatchers.*;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.when;
 
@@ -53,6 +51,7 @@ public class AggregationQueryBuilderTest {
 
   private static AspectRetriever aspectRetriever;
   private static AspectRetriever aspectRetrieverV1;
+  private static String DEFAULT_FILTER = "_index";
 
   @BeforeClass
   public void setup() throws RemoteInvocationException, URISyntaxException {
@@ -267,16 +266,17 @@ public void testGetSpecificAggregationsHasFields() {
         builder.getAggregations(
             TestOperationContexts.systemContextNoSearchAuthorization(),
             ImmutableList.of("test1", "test2", "hasTest1"));
-    Assert.assertEquals(aggs.size(), 3);
+    Assert.assertEquals(aggs.size(), 4);
     Set<String> facets = aggs.stream().map(AggregationBuilder::getName).collect(Collectors.toSet());
-    Assert.assertEquals(ImmutableSet.of("test1", "test2", "hasTest1"), facets);
+    Assert.assertEquals(ImmutableSet.of("test1", "test2", "hasTest1", "_entityType"), facets);
 
     // Case 2: Ask for fields that should NOT exist.
     aggs =
         builder.getAggregations(
             TestOperationContexts.systemContextNoSearchAuthorization(),
             ImmutableList.of("hasTest2"));
-    Assert.assertEquals(aggs.size(), 0);
+    Assert.assertEquals(
+        aggs.size(), 1); // default has one field already, hasTest2 will not be in there
   }
 
   @Test
@@ -292,7 +292,7 @@ public void testAggregateOverStructuredProperty() {
         builder.getAggregations(
             TestOperationContexts.systemContextNoSearchAuthorization(aspectRetriever),
             List.of("structuredProperties.ab.fgh.ten"));
-    Assert.assertEquals(aggs.size(), 1);
+    Assert.assertEquals(aggs.size(), 2);
     AggregationBuilder aggBuilder = aggs.get(0);
     Assert.assertTrue(aggBuilder instanceof TermsAggregationBuilder);
     TermsAggregationBuilder agg = (TermsAggregationBuilder) aggBuilder;
@@ -307,12 +307,16 @@ public void testAggregateOverStructuredProperty() {
         builder.getAggregations(
             TestOperationContexts.systemContextNoSearchAuthorization(aspectRetriever),
             List.of("structuredProperties.ab.fgh.ten", "structuredProperties.hello"));
-    Assert.assertEquals(aggs.size(), 2);
+    Assert.assertEquals(
+        aggs.size(), 3); // has one default filter (_entityType) both get mapped to _index
     Assert.assertEquals(
         aggs.stream()
             .map(aggr -> ((TermsAggregationBuilder) aggr).field())
             .collect(Collectors.toSet()),
-        Set.of("structuredProperties.ab_fgh_ten.keyword", "structuredProperties.hello.keyword"));
+        Set.of(
+            "structuredProperties.ab_fgh_ten.keyword",
+            "structuredProperties.hello.keyword",
+            DEFAULT_FILTER));
   }
 
   @Test
@@ -328,16 +332,12 @@ public void testAggregateOverStructuredPropertyNamespaced() {
         builder.getAggregations(
             TestOperationContexts.systemContextNoSearchAuthorization(aspectRetriever),
             List.of("structuredProperties.under.scores.and.dots_make_a_mess"));
-    Assert.assertEquals(aggs.size(), 1);
-    AggregationBuilder aggBuilder = aggs.get(0);
-    Assert.assertTrue(aggBuilder instanceof TermsAggregationBuilder);
-    TermsAggregationBuilder agg = (TermsAggregationBuilder) aggBuilder;
-    // Check that field name is sanitized to correct field name
+    Assert.assertEquals(aggs.size(), 2);
     Assert.assertEquals(
-        agg.field(),
-        "structuredProperties.under_scores_and_dots_make_a_mess.keyword",
-        "Terms aggregate must be on a keyword or subfield keyword");
-
+        aggs.stream()
+            .map(aggr -> ((TermsAggregationBuilder) aggr).field())
+            .collect(Collectors.toSet()),
+        Set.of("structuredProperties.under_scores_and_dots_make_a_mess.keyword", DEFAULT_FILTER));
     // Two structured properties
     aggs =
         builder.getAggregations(
@@ -345,14 +345,15 @@ public void testAggregateOverStructuredPropertyNamespaced() {
             List.of(
                 "structuredProperties.under.scores.and.dots_make_a_mess",
                 "structuredProperties.hello"));
-    Assert.assertEquals(aggs.size(), 2);
+    Assert.assertEquals(aggs.size(), 3);
     Assert.assertEquals(
         aggs.stream()
             .map(aggr -> ((TermsAggregationBuilder) aggr).field())
             .collect(Collectors.toSet()),
         Set.of(
             "structuredProperties.under_scores_and_dots_make_a_mess.keyword",
-            "structuredProperties.hello.keyword"));
+            "structuredProperties.hello.keyword",
+            DEFAULT_FILTER));
   }
 
   @Test
@@ -368,7 +369,7 @@ public void testAggregateOverStructuredPropertyV1() {
         builder.getAggregations(
             TestOperationContexts.systemContextNoSearchAuthorization(aspectRetrieverV1),
             List.of("structuredProperties.ab.fgh.ten"));
-    Assert.assertEquals(aggs.size(), 1);
+    Assert.assertEquals(aggs.size(), 2);
     AggregationBuilder aggBuilder = aggs.get(0);
     Assert.assertTrue(aggBuilder instanceof TermsAggregationBuilder);
     TermsAggregationBuilder agg = (TermsAggregationBuilder) aggBuilder;
@@ -385,14 +386,16 @@ public void testAggregateOverStructuredPropertyV1() {
             List.of(
                 "structuredProperties.ab.fgh.ten",
                 "structuredProperties._versioned.hello.00000000000001.string"));
-    Assert.assertEquals(aggs.size(), 2);
+    Assert.assertEquals(
+        aggs.size(), 3); // has two one filter (_entityType) both get mapped to _index
     Assert.assertEquals(
         aggs.stream()
             .map(aggr -> ((TermsAggregationBuilder) aggr).field())
             .collect(Collectors.toSet()),
         Set.of(
             "structuredProperties._versioned.ab_fgh_ten.00000000000001.string.keyword",
-            "structuredProperties._versioned.hello.00000000000001.string.keyword"));
+            "structuredProperties._versioned.hello.00000000000001.string.keyword",
+            DEFAULT_FILTER));
   }
 
   @Test
@@ -408,15 +411,14 @@ public void testAggregateOverStructuredPropertyNamespacedV1() {
         builder.getAggregations(
             TestOperationContexts.systemContextNoSearchAuthorization(aspectRetrieverV1),
             List.of("structuredProperties.under.scores.and.dots_make_a_mess"));
-    Assert.assertEquals(aggs.size(), 1);
-    AggregationBuilder aggBuilder = aggs.get(0);
-    Assert.assertTrue(aggBuilder instanceof TermsAggregationBuilder);
-    TermsAggregationBuilder agg = (TermsAggregationBuilder) aggBuilder;
-    // Check that field name is sanitized to correct field name
+    Assert.assertEquals(aggs.size(), 2);
     Assert.assertEquals(
-        agg.field(),
-        "structuredProperties._versioned.under_scores_and_dots_make_a_mess.00000000000001.string.keyword",
-        "Terms aggregation must be on a keyword field or subfield.");
+        aggs.stream()
+            .map(aggr -> ((TermsAggregationBuilder) aggr).field())
+            .collect(Collectors.toSet()),
+        Set.of(
+            "structuredProperties._versioned.under_scores_and_dots_make_a_mess.00000000000001.string.keyword",
+            DEFAULT_FILTER));
 
     // Two structured properties
     aggs =
@@ -425,14 +427,15 @@ public void testAggregateOverStructuredPropertyNamespacedV1() {
             List.of(
                 "structuredProperties.under.scores.and.dots_make_a_mess",
                 "structuredProperties._versioned.hello.00000000000001.string"));
-    Assert.assertEquals(aggs.size(), 2);
+    Assert.assertEquals(aggs.size(), 3);
     Assert.assertEquals(
         aggs.stream()
             .map(aggr -> ((TermsAggregationBuilder) aggr).field())
             .collect(Collectors.toSet()),
         Set.of(
             "structuredProperties._versioned.under_scores_and_dots_make_a_mess.00000000000001.string.keyword",
-            "structuredProperties._versioned.hello.00000000000001.string.keyword"));
+            "structuredProperties._versioned.hello.00000000000001.string.keyword",
+            DEFAULT_FILTER));
   }
 
   @Test
@@ -489,7 +492,7 @@ public void testAggregateOverFieldsAndStructProp() {
                 "hasTest1",
                 "structuredProperties.ab.fgh.ten",
                 "structuredProperties.hello"));
-    Assert.assertEquals(aggs.size(), 5);
+    Assert.assertEquals(aggs.size(), 6);
     Set<String> facets =
         aggs.stream()
             .map(aggB -> ((TermsAggregationBuilder) aggB).field())
@@ -501,7 +504,8 @@ public void testAggregateOverFieldsAndStructProp() {
             "test2.keyword",
             "hasTest1",
             "structuredProperties.ab_fgh_ten.keyword",
-            "structuredProperties.hello.keyword"));
+            "structuredProperties.hello.keyword",
+            DEFAULT_FILTER));
   }
 
   @Test
@@ -558,7 +562,8 @@ public void testAggregateOverFieldsAndStructPropV1() {
                 "hasTest1",
                 "structuredProperties.ab.fgh.ten",
                 "structuredProperties.hello"));
-    Assert.assertEquals(aggs.size(), 5);
+    Assert.assertEquals(
+        aggs.size(), 6); // has one default filter (_entityType) both get mapped to _index
     Set<String> facets =
         aggs.stream()
             .map(aggB -> ((TermsAggregationBuilder) aggB).field())
@@ -570,7 +575,8 @@ public void testAggregateOverFieldsAndStructPropV1() {
             "test2.keyword",
             "hasTest1",
             "structuredProperties._versioned.ab_fgh_ten.00000000000001.string.keyword",
-            "structuredProperties._versioned.hello.00000000000001.string.keyword"));
+            "structuredProperties._versioned.hello.00000000000001.string.keyword",
+            DEFAULT_FILTER));
   }
 
   @Test
@@ -613,6 +619,39 @@ public void testMissingAggregation() {
                             MISSING_SPECIAL_TYPE + AGGREGATION_SPECIAL_TYPE_DELIMITER + "test")));
   }
 
+  @Test
+  public void testUpdateAggregationEntityWithStructuredProp() {
+    final AggregationMetadata aggregationMetadata = new AggregationMetadata();
+    aggregationMetadata.setName("structuredProperties.test_me.one");
+
+    SearchConfiguration config = new SearchConfiguration();
+    config.setMaxTermBucketSize(25);
+
+    AggregationQueryBuilder builder =
+        new AggregationQueryBuilder(
+            config, ImmutableMap.of(mock(EntitySpec.class), ImmutableList.of()));
+
+    builder.updateAggregationEntity(aggregationMetadata);
+    Assert.assertEquals(
+        aggregationMetadata.getEntity(), UrnUtils.getUrn("urn:li:structuredProperty:test_me.one"));
+  }
+
+  @Test
+  public void testUpdateAggregationEntityWithRegularFilter() {
+    final AggregationMetadata aggregationMetadata = new AggregationMetadata();
+    aggregationMetadata.setName("domains");
+
+    SearchConfiguration config = new SearchConfiguration();
+    config.setMaxTermBucketSize(25);
+
+    AggregationQueryBuilder builder =
+        new AggregationQueryBuilder(
+            config, ImmutableMap.of(mock(EntitySpec.class), ImmutableList.of()));
+
+    builder.updateAggregationEntity(aggregationMetadata);
+    Assert.assertNull(aggregationMetadata.getEntity());
+  }
+
   @Test
   public void testAddFiltersToMetadataWithStructuredPropsNoResults() {
     final Urn propertyUrn = UrnUtils.getUrn("urn:li:structuredProperty:test_me.one");
@@ -638,7 +677,7 @@ public void testAddFiltersToMetadataWithStructuredPropsNoResults() {
 
     // ensure we add the correct structured prop aggregation here
     Assert.assertEquals(aggregationMetadataList.size(), 1);
-    //    Assert.assertEquals(aggregationMetadataList.get(0).getEntity(), propertyUrn);
+    Assert.assertEquals(aggregationMetadataList.get(0).getEntity(), propertyUrn);
     Assert.assertEquals(
         aggregationMetadataList.get(0).getName(), "structuredProperties.test_me.one");
     Assert.assertEquals(aggregationMetadataList.get(0).getAggregations().size(), 1);
@@ -651,6 +690,7 @@ public void testAddFiltersToMetadataWithStructuredPropsWithAggregations() {
 
     final AggregationMetadata aggregationMetadata = new AggregationMetadata();
     aggregationMetadata.setName("structuredProperties.test_me.one");
+    aggregationMetadata.setEntity(propertyUrn);
     FilterValue filterValue =
         new FilterValue().setValue("test123").setFiltered(false).setFacetCount(1);
     aggregationMetadata.setFilterValues(new FilterValueArray(filterValue));
@@ -679,6 +719,7 @@ public void testAddFiltersToMetadataWithStructuredPropsWithAggregations() {
         criterion, aggregationMetadataList, mockAspectRetriever);
 
     Assert.assertEquals(aggregationMetadataList.size(), 1);
+    Assert.assertEquals(aggregationMetadataList.get(0).getEntity(), propertyUrn);
     Assert.assertEquals(
         aggregationMetadataList.get(0).getName(), "structuredProperties.test_me.one");
     Assert.assertEquals(aggregationMetadataList.get(0).getAggregations().size(), 1);
diff --git a/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/SearchRequestHandlerTest.java b/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/SearchRequestHandlerTest.java
index 718a00d067ce5a..393ca3ca5d4a64 100644
--- a/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/SearchRequestHandlerTest.java
+++ b/metadata-io/src/test/java/com/linkedin/metadata/search/query/request/SearchRequestHandlerTest.java
@@ -298,7 +298,8 @@ public void testAggregationsInSearch() {
         String.format("_entityType%stextFieldOverride", AGGREGATION_SEPARATOR_CHAR);
     SearchRequest searchRequest =
         requestHandler.getSearchRequest(
-            operationContext.withSearchFlags(flags -> flags.setFulltext(true)),
+            operationContext.withSearchFlags(
+                flags -> flags.setFulltext(true).setIncludeDefaultFacets(false)),
             "*",
             null,
             null,
diff --git a/metadata-models/src/main/pegasus/com/linkedin/metadata/query/SearchFlags.pdl b/metadata-models/src/main/pegasus/com/linkedin/metadata/query/SearchFlags.pdl
index a3d2067ae5db25..a3a7a8cda58a8d 100644
--- a/metadata-models/src/main/pegasus/com/linkedin/metadata/query/SearchFlags.pdl
+++ b/metadata-models/src/main/pegasus/com/linkedin/metadata/query/SearchFlags.pdl
@@ -58,4 +58,10 @@ record SearchFlags {
    * invoke query rewrite chain for filters based on configured rewriters
    */
    rewriteQuery: optional boolean = true
+
+   /**
+    * Include default facets when getting facets to aggregate on in search requests.
+    * By default we include these, but custom aggregation requests don't need them.
+    */
+  includeDefaultFacets: optional boolean = true
 }
diff --git a/metadata-models/src/main/pegasus/com/linkedin/metadata/search/AggregationMetadata.pdl b/metadata-models/src/main/pegasus/com/linkedin/metadata/search/AggregationMetadata.pdl
index 0d3fa1e2a4ecf0..d3d25083ff4677 100644
--- a/metadata-models/src/main/pegasus/com/linkedin/metadata/search/AggregationMetadata.pdl
+++ b/metadata-models/src/main/pegasus/com/linkedin/metadata/search/AggregationMetadata.pdl
@@ -13,6 +13,11 @@ record AggregationMetadata {
      */
     displayName: optional string
 
+    /**
+     * Entity associated with this facet
+     */
+    entity: optional Urn
+
     /**
      * List of aggregations showing the number of documents falling into each bucket. e.g, for platform aggregation, the bucket can be hive, kafka, etc
      */
diff --git a/metadata-service/configuration/src/main/java/com/linkedin/datahub/graphql/featureflags/FeatureFlags.java b/metadata-service/configuration/src/main/java/com/linkedin/datahub/graphql/featureflags/FeatureFlags.java
index 0c62bdc1963261..28abb26be1f524 100644
--- a/metadata-service/configuration/src/main/java/com/linkedin/datahub/graphql/featureflags/FeatureFlags.java
+++ b/metadata-service/configuration/src/main/java/com/linkedin/datahub/graphql/featureflags/FeatureFlags.java
@@ -24,4 +24,5 @@ public class FeatureFlags {
   private boolean editableDatasetNameEnabled = false;
   private boolean showSeparateSiblings = false;
   private boolean alternateMCPValidation = false;
+  private boolean showManageStructuredProperties = false;
 }
diff --git a/metadata-service/configuration/src/main/resources/application.yaml b/metadata-service/configuration/src/main/resources/application.yaml
index 15cd126408a7cc..e97120ec751185 100644
--- a/metadata-service/configuration/src/main/resources/application.yaml
+++ b/metadata-service/configuration/src/main/resources/application.yaml
@@ -455,6 +455,7 @@ featureFlags:
   alternateMCPValidation: ${ALTERNATE_MCP_VALIDATION:false} # Enables alternate MCP validation flow
   showSeparateSiblings: ${SHOW_SEPARATE_SIBLINGS:false} # If turned on, all siblings will be separated with no way to get to a "combined" sibling view
   editableDatasetNameEnabled: ${EDITABLE_DATASET_NAME_ENABLED:false} # Enables the ability to edit the dataset name in the UI
+  showManageStructuredProperties: ${SHOW_MANAGE_STRUCTURED_PROPERTIES:true} # If turned on, show the manage structured properties button on the govern dropdown
 
 entityChangeEvents:
   enabled: ${ENABLE_ENTITY_CHANGE_EVENTS_HOOK:true}
diff --git a/metadata-service/restli-api/src/main/snapshot/com.linkedin.analytics.analytics.snapshot.json b/metadata-service/restli-api/src/main/snapshot/com.linkedin.analytics.analytics.snapshot.json
index 061feafac1b9b9..92abc50abbc4df 100644
--- a/metadata-service/restli-api/src/main/snapshot/com.linkedin.analytics.analytics.snapshot.json
+++ b/metadata-service/restli-api/src/main/snapshot/com.linkedin.analytics.analytics.snapshot.json
@@ -63,10 +63,10 @@
                           "DESCENDANTS_INCL" : "Represent the relation: URN field any nested children in addition to the given URN",
                           "END_WITH" : "Represent the relation: String field ends with value, e.g. name ends with Event",
                           "EQUAL" : "Represent the relation: field = value, e.g. platform = hdfs",
-                          "IEQUAL" : "Represent the relation: field = value and support case insensitive values, e.g. platform = hdfs",
                           "EXISTS" : "Represents the relation: field exists and is non-empty, e.g. owners is not null and != [] (empty)",
                           "GREATER_THAN" : "Represent the relation greater than, e.g. ownerCount > 5",
                           "GREATER_THAN_OR_EQUAL_TO" : "Represent the relation greater than or equal to, e.g. ownerCount >= 5",
+                          "IEQUAL" : "Represent the relation: field = value and support case insensitive values, e.g. platform = hdfs",
                           "IN" : "Represent the relation: String field is one of the array values to, e.g. name in [\"Profile\", \"Event\"]",
                           "IS_NULL" : "Represent the relation: field is null, e.g. platform is null",
                           "LESS_THAN" : "Represent the relation less than, e.g. ownerCount < 3",
diff --git a/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.aspects.snapshot.json b/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.aspects.snapshot.json
index e9e2778a479d32..827789130d8bbb 100644
--- a/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.aspects.snapshot.json
+++ b/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.aspects.snapshot.json
@@ -169,10 +169,10 @@
                           "DESCENDANTS_INCL" : "Represent the relation: URN field any nested children in addition to the given URN",
                           "END_WITH" : "Represent the relation: String field ends with value, e.g. name ends with Event",
                           "EQUAL" : "Represent the relation: field = value, e.g. platform = hdfs",
-                          "IEQUAL" : "Represent the relation: field = value and support case insensitive values, e.g. platform = hdfs",
                           "EXISTS" : "Represents the relation: field exists and is non-empty, e.g. owners is not null and != [] (empty)",
                           "GREATER_THAN" : "Represent the relation greater than, e.g. ownerCount > 5",
                           "GREATER_THAN_OR_EQUAL_TO" : "Represent the relation greater than or equal to, e.g. ownerCount >= 5",
+                          "IEQUAL" : "Represent the relation: field = value and support case insensitive values, e.g. platform = hdfs",
                           "IN" : "Represent the relation: String field is one of the array values to, e.g. name in [\"Profile\", \"Event\"]",
                           "IS_NULL" : "Represent the relation: field is null, e.g. platform is null",
                           "LESS_THAN" : "Represent the relation less than, e.g. ownerCount < 3",
@@ -941,15 +941,18 @@
             "Searchable" : {
               "/actor" : {
                 "fieldName" : "tagAttributionActors",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/source" : {
                 "fieldName" : "tagAttributionSources",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/time" : {
                 "fieldName" : "tagAttributionDates",
-                "fieldType" : "DATETIME"
+                "fieldType" : "DATETIME",
+                "queryByDefault" : false
               }
             }
           } ]
@@ -1068,15 +1071,18 @@
       "Searchable" : {
         "/actor" : {
           "fieldName" : "termAttributionActors",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/source" : {
           "fieldName" : "termAttributionSources",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/time" : {
           "fieldName" : "termAttributionDates",
-          "fieldType" : "DATETIME"
+          "fieldType" : "DATETIME",
+          "queryByDefault" : false
         }
       }
     } ]
@@ -2570,7 +2576,7 @@
       "Searchable" : {
         "fieldName" : "managerLdap",
         "fieldType" : "URN",
-        "queryByDefault" : true
+        "queryByDefault" : false
       }
     }, {
       "name" : "departmentId",
@@ -2977,7 +2983,7 @@
               "type" : "com.linkedin.dataset.SchemaFieldPath",
               "doc" : "Flattened name of the field. Field is computed from jsonPath field.",
               "Searchable" : {
-                "boostScore" : 5.0,
+                "boostScore" : 1.0,
                 "fieldName" : "fieldPaths",
                 "fieldType" : "TEXT",
                 "queryByDefault" : "true"
@@ -3151,15 +3157,18 @@
               "Searchable" : {
                 "/tags/*/attribution/actor" : {
                   "fieldName" : "fieldTagAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/source" : {
                   "fieldName" : "fieldTagAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/time" : {
                   "fieldName" : "fieldTagAttributionDates",
-                  "fieldType" : "DATETIME"
+                  "fieldType" : "DATETIME",
+                  "queryByDefault" : false
                 },
                 "/tags/*/tag" : {
                   "boostScore" : 0.5,
@@ -3181,15 +3190,18 @@
               "Searchable" : {
                 "/terms/*/attribution/actor" : {
                   "fieldName" : "fieldTermAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/source" : {
                   "fieldName" : "fieldTermAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/time" : {
                   "fieldName" : "fieldTermAttributionDates",
-                  "fieldType" : "DATETIME"
+                  "fieldType" : "DATETIME",
+                  "queryByDefault" : false
                 },
                 "/terms/*/urn" : {
                   "boostScore" : 0.5,
@@ -3362,11 +3374,13 @@
               "Searchable" : {
                 "/tags/*/attribution/actor" : {
                   "fieldName" : "editedFieldTagAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/source" : {
                   "fieldName" : "editedFieldTagAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/time" : {
                   "fieldName" : "editedFieldTagAttributionDates",
@@ -3392,11 +3406,13 @@
               "Searchable" : {
                 "/terms/*/attribution/actor" : {
                   "fieldName" : "editedFieldTermAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/source" : {
                   "fieldName" : "editedFieldTermAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/time" : {
                   "fieldName" : "editedFieldTermAttributionDates",
diff --git a/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.entities.snapshot.json b/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.entities.snapshot.json
index 959cb5381fd9b8..b549cef0af84b2 100644
--- a/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.entities.snapshot.json
+++ b/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.entities.snapshot.json
@@ -932,15 +932,18 @@
             "Searchable" : {
               "/actor" : {
                 "fieldName" : "tagAttributionActors",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/source" : {
                 "fieldName" : "tagAttributionSources",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/time" : {
                 "fieldName" : "tagAttributionDates",
-                "fieldType" : "DATETIME"
+                "fieldType" : "DATETIME",
+                "queryByDefault" : false
               }
             }
           } ]
@@ -1059,15 +1062,18 @@
       "Searchable" : {
         "/actor" : {
           "fieldName" : "termAttributionActors",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/source" : {
           "fieldName" : "termAttributionSources",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/time" : {
           "fieldName" : "termAttributionDates",
-          "fieldType" : "DATETIME"
+          "fieldType" : "DATETIME",
+          "queryByDefault" : false
         }
       }
     } ]
@@ -2783,7 +2789,7 @@
                     "Searchable" : {
                       "fieldName" : "managerLdap",
                       "fieldType" : "URN",
-                      "queryByDefault" : true
+                      "queryByDefault" : false
                     }
                   }, {
                     "name" : "departmentId",
@@ -3365,7 +3371,7 @@
                           "type" : "com.linkedin.dataset.SchemaFieldPath",
                           "doc" : "Flattened name of the field. Field is computed from jsonPath field.",
                           "Searchable" : {
-                            "boostScore" : 5.0,
+                            "boostScore" : 1.0,
                             "fieldName" : "fieldPaths",
                             "fieldType" : "TEXT",
                             "queryByDefault" : "true"
@@ -3539,15 +3545,18 @@
                           "Searchable" : {
                             "/tags/*/attribution/actor" : {
                               "fieldName" : "fieldTagAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/source" : {
                               "fieldName" : "fieldTagAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/time" : {
                               "fieldName" : "fieldTagAttributionDates",
-                              "fieldType" : "DATETIME"
+                              "fieldType" : "DATETIME",
+                              "queryByDefault" : false
                             },
                             "/tags/*/tag" : {
                               "boostScore" : 0.5,
@@ -3569,15 +3578,18 @@
                           "Searchable" : {
                             "/terms/*/attribution/actor" : {
                               "fieldName" : "fieldTermAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/source" : {
                               "fieldName" : "fieldTermAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/time" : {
                               "fieldName" : "fieldTermAttributionDates",
-                              "fieldType" : "DATETIME"
+                              "fieldType" : "DATETIME",
+                              "queryByDefault" : false
                             },
                             "/terms/*/urn" : {
                               "boostScore" : 0.5,
@@ -3750,11 +3762,13 @@
                           "Searchable" : {
                             "/tags/*/attribution/actor" : {
                               "fieldName" : "editedFieldTagAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/source" : {
                               "fieldName" : "editedFieldTagAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/time" : {
                               "fieldName" : "editedFieldTagAttributionDates",
@@ -3780,11 +3794,13 @@
                           "Searchable" : {
                             "/terms/*/attribution/actor" : {
                               "fieldName" : "editedFieldTermAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/source" : {
                               "fieldName" : "editedFieldTermAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/time" : {
                               "fieldName" : "editedFieldTermAttributionDates",
@@ -5204,9 +5220,9 @@
                     },
                     "Searchable" : {
                       "/*" : {
-                        "boostScore" : 2.0,
                         "fieldName" : "isRelatedTerms",
-                        "fieldType" : "URN"
+                        "fieldType" : "URN",
+                        "queryByDefault" : false
                       }
                     }
                   }, {
@@ -5225,9 +5241,9 @@
                     },
                     "Searchable" : {
                       "/*" : {
-                        "boostScore" : 2.0,
                         "fieldName" : "hasRelatedTerms",
-                        "fieldType" : "URN"
+                        "fieldType" : "URN",
+                        "queryByDefault" : false
                       }
                     }
                   }, {
@@ -6068,23 +6084,29 @@
       "doc" : "invoke query rewrite chain for filters based on configured rewriters",
       "default" : true,
       "optional" : true
+    }, {
+      "name" : "includeDefaultFacets",
+      "type" : "boolean",
+      "doc" : "Include default facets when getting facets to aggregate on in search requests.\nBy default we include these, but custom aggregation requests don't need them.",
+      "default" : true,
+      "optional" : true
     } ]
   }, {
     "type" : "enum",
     "name" : "Condition",
     "namespace" : "com.linkedin.metadata.query.filter",
     "doc" : "The matching condition in a filter criterion",
-    "symbols" : [ "CONTAIN", "END_WITH", "EQUAL","IEQUAL", "IS_NULL", "EXISTS", "GREATER_THAN", "GREATER_THAN_OR_EQUAL_TO", "IN", "LESS_THAN", "LESS_THAN_OR_EQUAL_TO", "START_WITH", "DESCENDANTS_INCL", "ANCESTORS_INCL", "RELATED_INCL" ],
+    "symbols" : [ "CONTAIN", "END_WITH", "EQUAL", "IEQUAL", "IS_NULL", "EXISTS", "GREATER_THAN", "GREATER_THAN_OR_EQUAL_TO", "IN", "LESS_THAN", "LESS_THAN_OR_EQUAL_TO", "START_WITH", "DESCENDANTS_INCL", "ANCESTORS_INCL", "RELATED_INCL" ],
     "symbolDocs" : {
       "ANCESTORS_INCL" : "Represent the relation: URN field matches any nested parent in addition to the given URN",
       "CONTAIN" : "Represent the relation: String field contains value, e.g. name contains Profile",
       "DESCENDANTS_INCL" : "Represent the relation: URN field any nested children in addition to the given URN",
       "END_WITH" : "Represent the relation: String field ends with value, e.g. name ends with Event",
       "EQUAL" : "Represent the relation: field = value, e.g. platform = hdfs",
-      "IEQUAL" : "Represent the relation: field = value and support case insensitive values, e.g. platform = hdfs",
       "EXISTS" : "Represents the relation: field exists and is non-empty, e.g. owners is not null and != [] (empty)",
       "GREATER_THAN" : "Represent the relation greater than, e.g. ownerCount > 5",
       "GREATER_THAN_OR_EQUAL_TO" : "Represent the relation greater than or equal to, e.g. ownerCount >= 5",
+      "IEQUAL" : "Represent the relation: field = value and support case insensitive values, e.g. platform = hdfs",
       "IN" : "Represent the relation: String field is one of the array values to, e.g. name in [\"Profile\", \"Event\"]",
       "IS_NULL" : "Represent the relation: field is null, e.g. platform is null",
       "LESS_THAN" : "Represent the relation less than, e.g. ownerCount < 3",
@@ -6314,6 +6336,11 @@
       "type" : "string",
       "doc" : "Name of the filter to be displayed in the UI",
       "optional" : true
+    }, {
+      "name" : "entity",
+      "type" : "com.linkedin.common.Urn",
+      "doc" : "Entity associated with this facet",
+      "optional" : true
     }, {
       "name" : "aggregations",
       "type" : {
diff --git a/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.runs.snapshot.json b/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.runs.snapshot.json
index 3e0cd46aba0c05..c8be9d063eaea9 100644
--- a/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.runs.snapshot.json
+++ b/metadata-service/restli-api/src/main/snapshot/com.linkedin.entity.runs.snapshot.json
@@ -674,15 +674,18 @@
             "Searchable" : {
               "/actor" : {
                 "fieldName" : "tagAttributionActors",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/source" : {
                 "fieldName" : "tagAttributionSources",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/time" : {
                 "fieldName" : "tagAttributionDates",
-                "fieldType" : "DATETIME"
+                "fieldType" : "DATETIME",
+                "queryByDefault" : false
               }
             }
           } ]
@@ -801,15 +804,18 @@
       "Searchable" : {
         "/actor" : {
           "fieldName" : "termAttributionActors",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/source" : {
           "fieldName" : "termAttributionSources",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/time" : {
           "fieldName" : "termAttributionDates",
-          "fieldType" : "DATETIME"
+          "fieldType" : "DATETIME",
+          "queryByDefault" : false
         }
       }
     } ]
@@ -2294,7 +2300,7 @@
       "Searchable" : {
         "fieldName" : "managerLdap",
         "fieldType" : "URN",
-        "queryByDefault" : true
+        "queryByDefault" : false
       }
     }, {
       "name" : "departmentId",
@@ -2701,7 +2707,7 @@
               "type" : "com.linkedin.dataset.SchemaFieldPath",
               "doc" : "Flattened name of the field. Field is computed from jsonPath field.",
               "Searchable" : {
-                "boostScore" : 5.0,
+                "boostScore" : 1.0,
                 "fieldName" : "fieldPaths",
                 "fieldType" : "TEXT",
                 "queryByDefault" : "true"
@@ -2875,15 +2881,18 @@
               "Searchable" : {
                 "/tags/*/attribution/actor" : {
                   "fieldName" : "fieldTagAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/source" : {
                   "fieldName" : "fieldTagAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/time" : {
                   "fieldName" : "fieldTagAttributionDates",
-                  "fieldType" : "DATETIME"
+                  "fieldType" : "DATETIME",
+                  "queryByDefault" : false
                 },
                 "/tags/*/tag" : {
                   "boostScore" : 0.5,
@@ -2905,15 +2914,18 @@
               "Searchable" : {
                 "/terms/*/attribution/actor" : {
                   "fieldName" : "fieldTermAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/source" : {
                   "fieldName" : "fieldTermAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/time" : {
                   "fieldName" : "fieldTermAttributionDates",
-                  "fieldType" : "DATETIME"
+                  "fieldType" : "DATETIME",
+                  "queryByDefault" : false
                 },
                 "/terms/*/urn" : {
                   "boostScore" : 0.5,
@@ -3086,11 +3098,13 @@
               "Searchable" : {
                 "/tags/*/attribution/actor" : {
                   "fieldName" : "editedFieldTagAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/source" : {
                   "fieldName" : "editedFieldTagAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/time" : {
                   "fieldName" : "editedFieldTagAttributionDates",
@@ -3116,11 +3130,13 @@
               "Searchable" : {
                 "/terms/*/attribution/actor" : {
                   "fieldName" : "editedFieldTermAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/source" : {
                   "fieldName" : "editedFieldTermAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/time" : {
                   "fieldName" : "editedFieldTermAttributionDates",
diff --git a/metadata-service/restli-api/src/main/snapshot/com.linkedin.operations.operations.snapshot.json b/metadata-service/restli-api/src/main/snapshot/com.linkedin.operations.operations.snapshot.json
index 7f651a10139e2e..8c7595c5e505d8 100644
--- a/metadata-service/restli-api/src/main/snapshot/com.linkedin.operations.operations.snapshot.json
+++ b/metadata-service/restli-api/src/main/snapshot/com.linkedin.operations.operations.snapshot.json
@@ -674,15 +674,18 @@
             "Searchable" : {
               "/actor" : {
                 "fieldName" : "tagAttributionActors",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/source" : {
                 "fieldName" : "tagAttributionSources",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/time" : {
                 "fieldName" : "tagAttributionDates",
-                "fieldType" : "DATETIME"
+                "fieldType" : "DATETIME",
+                "queryByDefault" : false
               }
             }
           } ]
@@ -801,15 +804,18 @@
       "Searchable" : {
         "/actor" : {
           "fieldName" : "termAttributionActors",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/source" : {
           "fieldName" : "termAttributionSources",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/time" : {
           "fieldName" : "termAttributionDates",
-          "fieldType" : "DATETIME"
+          "fieldType" : "DATETIME",
+          "queryByDefault" : false
         }
       }
     } ]
@@ -2288,7 +2294,7 @@
       "Searchable" : {
         "fieldName" : "managerLdap",
         "fieldType" : "URN",
-        "queryByDefault" : true
+        "queryByDefault" : false
       }
     }, {
       "name" : "departmentId",
@@ -2695,7 +2701,7 @@
               "type" : "com.linkedin.dataset.SchemaFieldPath",
               "doc" : "Flattened name of the field. Field is computed from jsonPath field.",
               "Searchable" : {
-                "boostScore" : 5.0,
+                "boostScore" : 1.0,
                 "fieldName" : "fieldPaths",
                 "fieldType" : "TEXT",
                 "queryByDefault" : "true"
@@ -2869,15 +2875,18 @@
               "Searchable" : {
                 "/tags/*/attribution/actor" : {
                   "fieldName" : "fieldTagAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/source" : {
                   "fieldName" : "fieldTagAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/time" : {
                   "fieldName" : "fieldTagAttributionDates",
-                  "fieldType" : "DATETIME"
+                  "fieldType" : "DATETIME",
+                  "queryByDefault" : false
                 },
                 "/tags/*/tag" : {
                   "boostScore" : 0.5,
@@ -2899,15 +2908,18 @@
               "Searchable" : {
                 "/terms/*/attribution/actor" : {
                   "fieldName" : "fieldTermAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/source" : {
                   "fieldName" : "fieldTermAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/time" : {
                   "fieldName" : "fieldTermAttributionDates",
-                  "fieldType" : "DATETIME"
+                  "fieldType" : "DATETIME",
+                  "queryByDefault" : false
                 },
                 "/terms/*/urn" : {
                   "boostScore" : 0.5,
@@ -3080,11 +3092,13 @@
               "Searchable" : {
                 "/tags/*/attribution/actor" : {
                   "fieldName" : "editedFieldTagAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/source" : {
                   "fieldName" : "editedFieldTagAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/tags/*/attribution/time" : {
                   "fieldName" : "editedFieldTagAttributionDates",
@@ -3110,11 +3124,13 @@
               "Searchable" : {
                 "/terms/*/attribution/actor" : {
                   "fieldName" : "editedFieldTermAttributionActors",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/source" : {
                   "fieldName" : "editedFieldTermAttributionSources",
-                  "fieldType" : "URN"
+                  "fieldType" : "URN",
+                  "queryByDefault" : false
                 },
                 "/terms/*/attribution/time" : {
                   "fieldName" : "editedFieldTermAttributionDates",
diff --git a/metadata-service/restli-api/src/main/snapshot/com.linkedin.platform.platform.snapshot.json b/metadata-service/restli-api/src/main/snapshot/com.linkedin.platform.platform.snapshot.json
index c3e04add825c94..75e5c9a559076b 100644
--- a/metadata-service/restli-api/src/main/snapshot/com.linkedin.platform.platform.snapshot.json
+++ b/metadata-service/restli-api/src/main/snapshot/com.linkedin.platform.platform.snapshot.json
@@ -932,15 +932,18 @@
             "Searchable" : {
               "/actor" : {
                 "fieldName" : "tagAttributionActors",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/source" : {
                 "fieldName" : "tagAttributionSources",
-                "fieldType" : "URN"
+                "fieldType" : "URN",
+                "queryByDefault" : false
               },
               "/time" : {
                 "fieldName" : "tagAttributionDates",
-                "fieldType" : "DATETIME"
+                "fieldType" : "DATETIME",
+                "queryByDefault" : false
               }
             }
           } ]
@@ -1059,15 +1062,18 @@
       "Searchable" : {
         "/actor" : {
           "fieldName" : "termAttributionActors",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/source" : {
           "fieldName" : "termAttributionSources",
-          "fieldType" : "URN"
+          "fieldType" : "URN",
+          "queryByDefault" : false
         },
         "/time" : {
           "fieldName" : "termAttributionDates",
-          "fieldType" : "DATETIME"
+          "fieldType" : "DATETIME",
+          "queryByDefault" : false
         }
       }
     } ]
@@ -2777,7 +2783,7 @@
                     "Searchable" : {
                       "fieldName" : "managerLdap",
                       "fieldType" : "URN",
-                      "queryByDefault" : true
+                      "queryByDefault" : false
                     }
                   }, {
                     "name" : "departmentId",
@@ -3359,7 +3365,7 @@
                           "type" : "com.linkedin.dataset.SchemaFieldPath",
                           "doc" : "Flattened name of the field. Field is computed from jsonPath field.",
                           "Searchable" : {
-                            "boostScore" : 5.0,
+                            "boostScore" : 1.0,
                             "fieldName" : "fieldPaths",
                             "fieldType" : "TEXT",
                             "queryByDefault" : "true"
@@ -3533,15 +3539,18 @@
                           "Searchable" : {
                             "/tags/*/attribution/actor" : {
                               "fieldName" : "fieldTagAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/source" : {
                               "fieldName" : "fieldTagAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/time" : {
                               "fieldName" : "fieldTagAttributionDates",
-                              "fieldType" : "DATETIME"
+                              "fieldType" : "DATETIME",
+                              "queryByDefault" : false
                             },
                             "/tags/*/tag" : {
                               "boostScore" : 0.5,
@@ -3563,15 +3572,18 @@
                           "Searchable" : {
                             "/terms/*/attribution/actor" : {
                               "fieldName" : "fieldTermAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/source" : {
                               "fieldName" : "fieldTermAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/time" : {
                               "fieldName" : "fieldTermAttributionDates",
-                              "fieldType" : "DATETIME"
+                              "fieldType" : "DATETIME",
+                              "queryByDefault" : false
                             },
                             "/terms/*/urn" : {
                               "boostScore" : 0.5,
@@ -3744,11 +3756,13 @@
                           "Searchable" : {
                             "/tags/*/attribution/actor" : {
                               "fieldName" : "editedFieldTagAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/source" : {
                               "fieldName" : "editedFieldTagAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/tags/*/attribution/time" : {
                               "fieldName" : "editedFieldTagAttributionDates",
@@ -3774,11 +3788,13 @@
                           "Searchable" : {
                             "/terms/*/attribution/actor" : {
                               "fieldName" : "editedFieldTermAttributionActors",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/source" : {
                               "fieldName" : "editedFieldTermAttributionSources",
-                              "fieldType" : "URN"
+                              "fieldType" : "URN",
+                              "queryByDefault" : false
                             },
                             "/terms/*/attribution/time" : {
                               "fieldName" : "editedFieldTermAttributionDates",
@@ -5198,9 +5214,9 @@
                     },
                     "Searchable" : {
                       "/*" : {
-                        "boostScore" : 2.0,
                         "fieldName" : "isRelatedTerms",
-                        "fieldType" : "URN"
+                        "fieldType" : "URN",
+                        "queryByDefault" : false
                       }
                     }
                   }, {
@@ -5219,9 +5235,9 @@
                     },
                     "Searchable" : {
                       "/*" : {
-                        "boostScore" : 2.0,
                         "fieldName" : "hasRelatedTerms",
-                        "fieldType" : "URN"
+                        "fieldType" : "URN",
+                        "queryByDefault" : false
                       }
                     }
                   }, {
diff --git a/metadata-service/services/src/main/java/com/linkedin/metadata/datahubusage/DataHubUsageEventType.java b/metadata-service/services/src/main/java/com/linkedin/metadata/datahubusage/DataHubUsageEventType.java
index dbe1f45fae29e5..43d5e61c47bacb 100644
--- a/metadata-service/services/src/main/java/com/linkedin/metadata/datahubusage/DataHubUsageEventType.java
+++ b/metadata-service/services/src/main/java/com/linkedin/metadata/datahubusage/DataHubUsageEventType.java
@@ -78,7 +78,15 @@ public enum DataHubUsageEventType {
   EMBED_PROFILE_VIEW_EVENT("EmbedProfileViewEvent"),
   EMBED_PROFILE_VIEW_IN_DATAHUB_EVENT("EmbedProfileViewInDataHubEvent"),
   EMBED_LOOKUP_NOT_FOUND_EVENT("EmbedLookupNotFoundEvent"),
-  CREATE_BUSINESS_ATTRIBUTE("CreateBusinessAttributeEvent");
+  CREATE_BUSINESS_ATTRIBUTE("CreateBusinessAttributeEvent"),
+  CREATE_STRUCTURED_PROPERTY_CLICK_EVENT("CreateStructuredPropertyClickEvent"),
+  CREATE_STRUCTURED_PROPERTY_EVENT("CreateStructuredPropertyEvent"),
+  EDIT_STRUCTURED_PROPERTY_EVENT("EditStructuredPropertyEvent"),
+  DELETE_STRUCTURED_PROPERTY_EVENT("DeleteStructuredPropertyEvent"),
+  VIEW_STRUCTURED_PROPERTY_EVENT("ViewStructuredPropertyEvent"),
+  APPLY_STRUCTURED_PROPERTY_EVENT("ApplyStructuredPropertyEvent"),
+  UPDATE_STRUCTURED_PROPERTY_ON_ASSET_EVENT("UpdateStructuredPropertyOnAssetEvent"),
+  REMOVE_STRUCTURED_PROPERTY_EVENT("RemoveStructuredPropertyEvent");
 
   private final String type;
 
diff --git a/metadata-service/war/src/main/resources/boot/policies.json b/metadata-service/war/src/main/resources/boot/policies.json
index e0f26b908c4991..e01b4f6f47eaaf 100644
--- a/metadata-service/war/src/main/resources/boot/policies.json
+++ b/metadata-service/war/src/main/resources/boot/policies.json
@@ -36,6 +36,7 @@
         "CREATE_BUSINESS_ATTRIBUTE",
         "MANAGE_BUSINESS_ATTRIBUTE",
         "MANAGE_STRUCTURED_PROPERTIES",
+        "VIEW_STRUCTURED_PROPERTIES_PAGE",
         "MANAGE_DOCUMENTATION_FORMS",
         "MANAGE_FEATURES",
         "MANAGE_SYSTEM_OPERATIONS"
@@ -185,6 +186,7 @@
         "CREATE_BUSINESS_ATTRIBUTE",
         "MANAGE_BUSINESS_ATTRIBUTE",
         "MANAGE_STRUCTURED_PROPERTIES",
+        "VIEW_STRUCTURED_PROPERTIES_PAGE",
         "MANAGE_DOCUMENTATION_FORMS",
         "MANAGE_FEATURES"
       ],
@@ -274,6 +276,7 @@
         "MANAGE_TAGS",
         "MANAGE_BUSINESS_ATTRIBUTE",
         "MANAGE_STRUCTURED_PROPERTIES",
+        "VIEW_STRUCTURED_PROPERTIES_PAGE",
         "MANAGE_DOCUMENTATION_FORMS",
         "MANAGE_FEATURES"
       ],
@@ -427,7 +430,8 @@
         "GET_TIMESERIES_ASPECT_PRIVILEGE",
         "GET_ENTITY_PRIVILEGE",
         "GET_TIMELINE_PRIVILEGE",
-        "ES_EXPLAIN_QUERY_PRIVILEGE"
+        "ES_EXPLAIN_QUERY_PRIVILEGE",
+        "VIEW_STRUCTURED_PROPERTIES_PAGE"
       ],
       "displayName": "Readers - Metadata Policy",
       "description": "Readers can view all assets.",
diff --git a/metadata-utils/src/main/java/com/linkedin/metadata/authorization/PoliciesConfig.java b/metadata-utils/src/main/java/com/linkedin/metadata/authorization/PoliciesConfig.java
index bc676e94ecd4fa..d701c8fc8be035 100644
--- a/metadata-utils/src/main/java/com/linkedin/metadata/authorization/PoliciesConfig.java
+++ b/metadata-utils/src/main/java/com/linkedin/metadata/authorization/PoliciesConfig.java
@@ -169,6 +169,12 @@ public class PoliciesConfig {
           "Manage Structured Properties",
           "Manage structured properties in your instance.");
 
+  public static final Privilege VIEW_STRUCTURED_PROPERTIES_PAGE_PRIVILEGE =
+      Privilege.of(
+          "VIEW_STRUCTURED_PROPERTIES_PAGE",
+          "View Structured Properties",
+          "View structured properties in your instance.");
+
   public static final Privilege MANAGE_DOCUMENTATION_FORMS_PRIVILEGE =
       Privilege.of(
           "MANAGE_DOCUMENTATION_FORMS",

From dcc8ad9d617760d9d72207dd1a12642769dd5a95 Mon Sep 17 00:00:00 2001
From: Chris Collins <chriscollins3456@gmail.com>
Date: Wed, 11 Dec 2024 20:12:24 -0500
Subject: [PATCH 41/54] feat(ui) Add full support for structured properties on
 assets (#12100)

---
 .../src/app/entity/EntityRegistry.tsx         |  19 +-
 .../src/app/entity/chart/ChartEntity.tsx      |   4 +
 .../app/entity/container/ContainerEntity.tsx  |   4 +
 .../app/entity/dashboard/DashboardEntity.tsx  |   4 +
 .../app/entity/dataFlow/DataFlowEntity.tsx    |   4 +
 .../src/app/entity/dataJob/DataJobEntity.tsx  |   4 +
 .../entity/dataProduct/DataProductEntity.tsx  |   4 +
 .../src/app/entity/dataset/DatasetEntity.tsx  |   7 +-
 .../components/StructuredPropValues.tsx       |  69 ++++++
 .../src/app/entity/domain/DomainEntity.tsx    |   4 +
 .../glossaryNode/GlossaryNodeEntity.tsx       |   4 +
 .../glossaryTerm/GlossaryTermEntity.tsx       |   4 +
 .../app/entity/mlFeature/MLFeatureEntity.tsx  |   4 +
 .../mlFeatureTable/MLFeatureTableEntity.tsx   |   4 +
 .../src/app/entity/mlModel/MLModelEntity.tsx  |   4 +
 .../mlModelGroup/MLModelGroupEntity.tsx       |   4 +
 .../mlPrimaryKey/MLPrimaryKeyEntity.tsx       |   4 +
 .../src/app/entity/shared/PreviewContext.tsx  |   9 +
 .../profile/header/EntityHeader.tsx           |   2 +
 .../header/StructuredPropertyBadge.tsx        |  92 +++++++
 .../shared/containers/profile/header/utils.ts |  29 +++
 .../DataProduct/DataProductSection.tsx        |   4 +-
 .../profile/sidebar/SidebarHeader.tsx         |   5 +-
 .../SidebarStructuredPropsSection.tsx         | 146 +++++++++++
 .../tabs/Dataset/Schema/SchemaTable.tsx       |   9 +
 .../Schema/components/PropertiesColumn.tsx    |   4 +-
 .../SchemaFieldDrawer/FieldProperties.tsx     |  67 +++--
 .../SchemaFieldDrawer/SchemaFieldDrawer.tsx   |  11 +-
 .../useGetSchemaColumnProperties.ts           |  39 +++
 .../Schema/useGetStructuredPropColumns.tsx    |  22 ++
 .../Schema/useGetTableColumnProperties.ts     |  39 +++
 .../components/CompactMarkdownViewer.tsx      | 161 +++++++++++++
 .../tabs/Properties/AddPropertyButton.tsx     | 228 ++++++++++++++++++
 .../tabs/Properties/Edit/EditColumn.tsx       | 121 +++++++++-
 .../Edit/EditStructuredPropertyModal.tsx      |  50 ++--
 .../shared/tabs/Properties/PropertiesTab.tsx  |   6 +-
 .../Properties/StructuredPropertyValue.tsx    |  86 ++++---
 .../shared/tabs/Properties/TabHeader.tsx      |  10 +-
 .../entity/shared/tabs/Properties/types.ts    |   1 +
 .../Properties/useStructuredProperties.tsx    |   1 +
 .../src/app/entity/shared/types.ts            |   1 +
 .../src/app/lineage/LineageEntityNode.tsx     |  40 +++
 datahub-web-react/src/app/lineage/types.ts    |   4 +
 .../app/lineage/utils/constructFetchedNode.ts |   1 +
 .../src/app/lineage/utils/constructTree.ts    |   4 +
 .../src/app/preview/DefaultPreviewCard.tsx    |   4 +
 .../app/shared/sidebar/EmptySectionText.tsx   |  20 ++
 .../utils/test-utils/TestPageContainer.tsx    |   2 +
 .../models/StructuredPropertyUtils.java       |   3 +-
 49 files changed, 1290 insertions(+), 82 deletions(-)
 create mode 100644 datahub-web-react/src/app/entity/dataset/profile/schema/components/StructuredPropValues.tsx
 create mode 100644 datahub-web-react/src/app/entity/shared/PreviewContext.tsx
 create mode 100644 datahub-web-react/src/app/entity/shared/containers/profile/header/StructuredPropertyBadge.tsx
 create mode 100644 datahub-web-react/src/app/entity/shared/containers/profile/header/utils.ts
 create mode 100644 datahub-web-react/src/app/entity/shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection.tsx
 create mode 100644 datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/useGetSchemaColumnProperties.ts
 create mode 100644 datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetStructuredPropColumns.tsx
 create mode 100644 datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetTableColumnProperties.ts
 create mode 100644 datahub-web-react/src/app/entity/shared/tabs/Documentation/components/CompactMarkdownViewer.tsx
 create mode 100644 datahub-web-react/src/app/entity/shared/tabs/Properties/AddPropertyButton.tsx
 create mode 100644 datahub-web-react/src/app/shared/sidebar/EmptySectionText.tsx

diff --git a/datahub-web-react/src/app/entity/EntityRegistry.tsx b/datahub-web-react/src/app/entity/EntityRegistry.tsx
index 0f65390f959df2..827f0e6692442e 100644
--- a/datahub-web-react/src/app/entity/EntityRegistry.tsx
+++ b/datahub-web-react/src/app/entity/EntityRegistry.tsx
@@ -7,6 +7,7 @@ import { Entity, EntityCapabilityType, IconStyleType, PreviewType } from './Enti
 import { GLOSSARY_ENTITY_TYPES } from './shared/constants';
 import { EntitySidebarSection, GenericEntityProperties } from './shared/types';
 import { dictToQueryStringParams, getFineGrainedLineageWithSiblings, urlEncodeUrn } from './shared/utils';
+import PreviewContext from './shared/PreviewContext';
 
 function validatedGet<K, V>(key: K, map: Map<K, V>): V {
     if (map.has(key)) {
@@ -142,13 +143,24 @@ export default class EntityRegistry {
 
     renderPreview<T>(entityType: EntityType, type: PreviewType, data: T): JSX.Element {
         const entity = validatedGet(entityType, this.entityTypeToEntity);
-        return entity.renderPreview(type, data);
+        const genericEntityData = entity.getGenericEntityProperties(data);
+        return (
+            <PreviewContext.Provider value={genericEntityData}>
+                {entity.renderPreview(type, data)}
+            </PreviewContext.Provider>
+        );
     }
 
     renderSearchResult(type: EntityType, searchResult: SearchResult): JSX.Element {
         const entity = validatedGet(type, this.entityTypeToEntity);
+        const genericEntityData = entity.getGenericEntityProperties(searchResult.entity);
+
         return (
-            <SearchResultProvider searchResult={searchResult}>{entity.renderSearch(searchResult)}</SearchResultProvider>
+            <SearchResultProvider searchResult={searchResult}>
+                <PreviewContext.Provider value={genericEntityData}>
+                    {entity.renderSearch(searchResult)}
+                </PreviewContext.Provider>
+            </SearchResultProvider>
         );
     }
 
@@ -205,6 +217,7 @@ export default class EntityRegistry {
                 schemaMetadata: genericEntityProperties?.schemaMetadata,
                 inputFields: genericEntityProperties?.inputFields,
                 canEditLineage: genericEntityProperties?.privileges?.canEditLineage,
+                structuredProperties: genericEntityProperties?.structuredProperties,
             } as FetchedEntity) || undefined
         );
     }
@@ -239,7 +252,7 @@ export default class EntityRegistry {
 
     getCustomCardUrlPath(type: EntityType): string | undefined {
         const entity = validatedGet(type, this.entityTypeToEntity);
-        return entity.getCustomCardUrlPath?.();
+        return entity.getCustomCardUrlPath?.() as string | undefined;
     }
 
     getGraphNameFromType(type: EntityType): string {
diff --git a/datahub-web-react/src/app/entity/chart/ChartEntity.tsx b/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
index 8a62a9018661e1..70fe8a5e7c7c23 100644
--- a/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
+++ b/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
@@ -29,6 +29,7 @@ import { MatchedFieldList } from '../../search/matches/MatchedFieldList';
 import { matchedInputFieldRenderer } from '../../search/matches/matchedInputFieldRenderer';
 import { IncidentTab } from '../shared/tabs/Incident/IncidentTab';
 import { ChartQueryTab } from './ChartQueryTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub Chart entity.
@@ -99,6 +100,9 @@ export class ChartEntity implements Entity<Chart> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderProfile = (urn: string) => (
diff --git a/datahub-web-react/src/app/entity/container/ContainerEntity.tsx b/datahub-web-react/src/app/entity/container/ContainerEntity.tsx
index 941e7fc3f552da..557f52146e77a6 100644
--- a/datahub-web-react/src/app/entity/container/ContainerEntity.tsx
+++ b/datahub-web-react/src/app/entity/container/ContainerEntity.tsx
@@ -19,6 +19,7 @@ import { getDataProduct } from '../shared/utils';
 import EmbeddedProfile from '../shared/embed/EmbeddedProfile';
 import AccessManagement from '../shared/tabs/Dataset/AccessManagement/AccessManagement';
 import { useAppConfig } from '../../useAppConfig';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub Container entity.
@@ -133,6 +134,9 @@ export class ContainerEntity implements Entity<Container> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
         // TODO: Add back once entity-level recommendations are complete.
         // {
         //    component: SidebarRecommendationsSection,
diff --git a/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx b/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
index 95d4431d591790..7d0275f60435a9 100644
--- a/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
+++ b/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
@@ -32,6 +32,7 @@ import { LOOKER_URN } from '../../ingest/source/builder/constants';
 import { MatchedFieldList } from '../../search/matches/MatchedFieldList';
 import { matchedInputFieldRenderer } from '../../search/matches/matchedInputFieldRenderer';
 import { IncidentTab } from '../shared/tabs/Incident/IncidentTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub Dashboard entity.
@@ -103,6 +104,9 @@ export class DashboardEntity implements Entity<Dashboard> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderProfile = (urn: string) => (
diff --git a/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx b/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
index dd4ae833e76f1d..42555a0dd3f37d 100644
--- a/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
@@ -19,6 +19,7 @@ import { capitalizeFirstLetterOnly } from '../../shared/textUtil';
 import DataProductSection from '../shared/containers/profile/sidebar/DataProduct/DataProductSection';
 import { getDataProduct } from '../shared/utils';
 import { IncidentTab } from '../shared/tabs/Incident/IncidentTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub DataFlow entity.
@@ -123,6 +124,9 @@ export class DataFlowEntity implements Entity<DataFlow> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     getOverridePropertiesFromEntity = (dataFlow?: DataFlow | null): GenericEntityProperties => {
diff --git a/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx b/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
index 6bf95482269190..503acf7652dfa6 100644
--- a/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
@@ -22,6 +22,7 @@ import { capitalizeFirstLetterOnly } from '../../shared/textUtil';
 import DataProductSection from '../shared/containers/profile/sidebar/DataProduct/DataProductSection';
 import { getDataProduct } from '../shared/utils';
 import { IncidentTab } from '../shared/tabs/Incident/IncidentTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 const getDataJobPlatformName = (data?: DataJob): string => {
     return (
@@ -143,6 +144,9 @@ export class DataJobEntity implements Entity<DataJob> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     getOverridePropertiesFromEntity = (dataJob?: DataJob | null): GenericEntityProperties => {
diff --git a/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx b/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx
index 90c1127d9a5fcd..b7912268eb2e35 100644
--- a/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataProduct/DataProductEntity.tsx
@@ -17,6 +17,7 @@ import { DataProductEntitiesTab } from './DataProductEntitiesTab';
 import { EntityActionItem } from '../shared/entity/EntityActions';
 import { EntityMenuItems } from '../shared/EntityDropdown/EntityDropdown';
 import { PropertiesTab } from '../shared/tabs/Properties/PropertiesTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub Data Product entity.
@@ -123,6 +124,9 @@ export class DataProductEntity implements Entity<DataProduct> {
                 updateOnly: true,
             },
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderPreview = (_: PreviewType, data: DataProduct) => {
diff --git a/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx b/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
index 07ab27a38f8893..35ed3ffcc4c532 100644
--- a/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
@@ -37,6 +37,7 @@ import { matchedFieldPathsRenderer } from '../../search/matches/matchedFieldPath
 import { getLastUpdatedMs } from './shared/utils';
 import { IncidentTab } from '../shared/tabs/Incident/IncidentTab';
 import { GovernanceTab } from '../shared/tabs/Dataset/Governance/GovernanceTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 const SUBTYPES = {
     VIEW: 'view',
@@ -260,7 +261,11 @@ export class DatasetEntity implements Entity<Dataset> {
         },
         {
             component: DataProductSection,
-        }, // TODO: Add back once entity-level recommendations are complete.
+        },
+        {
+            component: SidebarStructuredPropsSection,
+        },
+        // TODO: Add back once entity-level recommendations are complete.
         // {
         //    component: SidebarRecommendationsSection,
         // },
diff --git a/datahub-web-react/src/app/entity/dataset/profile/schema/components/StructuredPropValues.tsx b/datahub-web-react/src/app/entity/dataset/profile/schema/components/StructuredPropValues.tsx
new file mode 100644
index 00000000000000..4cba36b9375dbc
--- /dev/null
+++ b/datahub-web-react/src/app/entity/dataset/profile/schema/components/StructuredPropValues.tsx
@@ -0,0 +1,69 @@
+import StructuredPropertyValue from '@src/app/entity/shared/tabs/Properties/StructuredPropertyValue';
+import { mapStructuredPropertyToPropertyRow } from '@src/app/entity/shared/tabs/Properties/useStructuredProperties';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { SchemaFieldEntity, SearchResult, StdDataType } from '@src/types.generated';
+import { Tooltip } from 'antd';
+import React from 'react';
+import styled from 'styled-components';
+
+const ValuesContainer = styled.span`
+    max-width: 120px;
+    display: flex;
+`;
+
+const MoreIndicator = styled.span`
+    float: right;
+`;
+
+interface Props {
+    schemaFieldEntity: SchemaFieldEntity;
+    propColumn: SearchResult | undefined;
+}
+
+const StructuredPropValues = ({ schemaFieldEntity, propColumn }: Props) => {
+    const entityRegistry = useEntityRegistry();
+
+    const property = schemaFieldEntity.structuredProperties?.properties?.find(
+        (prop) => prop.structuredProperty.urn === propColumn?.entity.urn,
+    );
+    const propRow = property ? mapStructuredPropertyToPropertyRow(property) : undefined;
+    const values = propRow?.values;
+    const isRichText = propRow?.dataType?.info.type === StdDataType.RichText;
+
+    const hasMoreValues = values && values.length > 2;
+    const displayedValues = hasMoreValues ? values.slice(0, 1) : values;
+    const tooltipContent = values?.map((value) => {
+        const title = value.entity
+            ? entityRegistry.getDisplayName(value.entity.type, value.entity)
+            : value.value?.toString();
+        return <div>{title}</div>;
+    });
+
+    return (
+        <>
+            {values && (
+                <>
+                    {displayedValues?.map((val) => {
+                        return (
+                            <ValuesContainer>
+                                <StructuredPropertyValue
+                                    value={val}
+                                    isRichText={isRichText}
+                                    truncateText
+                                    isFieldColumn
+                                />
+                            </ValuesContainer>
+                        );
+                    })}
+                    {hasMoreValues && (
+                        <Tooltip title={tooltipContent} showArrow={false}>
+                            <MoreIndicator>...</MoreIndicator>
+                        </Tooltip>
+                    )}
+                </>
+            )}
+        </>
+    );
+};
+
+export default StructuredPropValues;
diff --git a/datahub-web-react/src/app/entity/domain/DomainEntity.tsx b/datahub-web-react/src/app/entity/domain/DomainEntity.tsx
index 81d245c230843f..0f25f3ce565f0f 100644
--- a/datahub-web-react/src/app/entity/domain/DomainEntity.tsx
+++ b/datahub-web-react/src/app/entity/domain/DomainEntity.tsx
@@ -15,6 +15,7 @@ import DataProductsTab from './DataProductsTab/DataProductsTab';
 import { EntityProfileTab } from '../shared/constants';
 import DomainIcon from '../../domain/DomainIcon';
 import { PropertiesTab } from '../shared/tabs/Properties/PropertiesTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub Domain entity.
@@ -112,6 +113,9 @@ export class DomainEntity implements Entity<Domain> {
         {
             component: SidebarOwnerSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderPreview = (_: PreviewType, data: Domain) => {
diff --git a/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx b/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx
index b214412dd29afa..861e96811b3405 100644
--- a/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx
+++ b/datahub-web-react/src/app/entity/glossaryNode/GlossaryNodeEntity.tsx
@@ -12,6 +12,7 @@ import { DocumentationTab } from '../shared/tabs/Documentation/DocumentationTab'
 import ChildrenTab from './ChildrenTab';
 import { Preview } from './preview/Preview';
 import { PropertiesTab } from '../shared/tabs/Properties/PropertiesTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 class GlossaryNodeEntity implements Entity<GlossaryNode> {
     type: EntityType = EntityType.GlossaryNode;
@@ -100,6 +101,9 @@ class GlossaryNodeEntity implements Entity<GlossaryNode> {
         {
             component: SidebarOwnerSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     displayName = (data: GlossaryNode) => {
diff --git a/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx b/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx
index 73c5a8e12122d3..439cba2ea69231 100644
--- a/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx
+++ b/datahub-web-react/src/app/entity/glossaryTerm/GlossaryTermEntity.tsx
@@ -18,6 +18,7 @@ import { EntityMenuItems } from '../shared/EntityDropdown/EntityDropdown';
 import { EntityActionItem } from '../shared/entity/EntityActions';
 import { SidebarDomainSection } from '../shared/containers/profile/sidebar/Domain/SidebarDomainSection';
 import { PageRoutes } from '../../../conf/Global';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub Dataset entity.
@@ -129,6 +130,9 @@ export class GlossaryTermEntity implements Entity<GlossaryTerm> {
                 hideOwnerType: true,
             },
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     getOverridePropertiesFromEntity = (glossaryTerm?: GlossaryTerm | null): GenericEntityProperties => {
diff --git a/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx b/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx
index eecffdb2f38430..51b66c8c2a41de 100644
--- a/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlFeature/MLFeatureEntity.tsx
@@ -18,6 +18,7 @@ import { EntityMenuItems } from '../shared/EntityDropdown/EntityDropdown';
 import DataProductSection from '../shared/containers/profile/sidebar/DataProduct/DataProductSection';
 import { getDataProduct } from '../shared/utils';
 import { PropertiesTab } from '../shared/tabs/Properties/PropertiesTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub MLFeature entity.
@@ -122,6 +123,9 @@ export class MLFeatureEntity implements Entity<MlFeature> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderPreview = (_: PreviewType, data: MlFeature) => {
diff --git a/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx b/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx
index 8aa0c056b716fc..56d4622311fb17 100644
--- a/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlFeatureTable/MLFeatureTableEntity.tsx
@@ -19,6 +19,7 @@ import { EntityMenuItems } from '../shared/EntityDropdown/EntityDropdown';
 import { capitalizeFirstLetterOnly } from '../../shared/textUtil';
 import DataProductSection from '../shared/containers/profile/sidebar/DataProduct/DataProductSection';
 import { getDataProduct } from '../shared/utils';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub MLFeatureTable entity.
@@ -90,6 +91,9 @@ export class MLFeatureTableEntity implements Entity<MlFeatureTable> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderProfile = (urn: string) => (
diff --git a/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx b/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx
index 92f03aaef7a175..b77f6a19436a51 100644
--- a/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlModel/MLModelEntity.tsx
@@ -18,6 +18,7 @@ import { DocumentationTab } from '../shared/tabs/Documentation/DocumentationTab'
 import MlModelFeaturesTab from './profile/MlModelFeaturesTab';
 import { EntityMenuItems } from '../shared/EntityDropdown/EntityDropdown';
 import DataProductSection from '../shared/containers/profile/sidebar/DataProduct/DataProductSection';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub MlModel entity.
@@ -91,6 +92,9 @@ export class MLModelEntity implements Entity<MlModel> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderProfile = (urn: string) => (
diff --git a/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx b/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx
index b5d32275f97bfd..5c820007fd1e28 100644
--- a/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlModelGroup/MLModelGroupEntity.tsx
@@ -16,6 +16,7 @@ import { DocumentationTab } from '../shared/tabs/Documentation/DocumentationTab'
 import { EntityMenuItems } from '../shared/EntityDropdown/EntityDropdown';
 import DataProductSection from '../shared/containers/profile/sidebar/DataProduct/DataProductSection';
 import { PropertiesTab } from '../shared/tabs/Properties/PropertiesTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub MlModelGroup entity.
@@ -87,6 +88,9 @@ export class MLModelGroupEntity implements Entity<MlModelGroup> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderProfile = (urn: string) => (
diff --git a/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx b/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx
index 119a566b04f135..d72fabc17ecf6e 100644
--- a/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx
+++ b/datahub-web-react/src/app/entity/mlPrimaryKey/MLPrimaryKeyEntity.tsx
@@ -17,6 +17,7 @@ import { LineageTab } from '../shared/tabs/Lineage/LineageTab';
 import DataProductSection from '../shared/containers/profile/sidebar/DataProduct/DataProductSection';
 import { getDataProduct } from '../shared/utils';
 import { PropertiesTab } from '../shared/tabs/Properties/PropertiesTab';
+import SidebarStructuredPropsSection from '../shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 
 /**
  * Definition of the DataHub MLPrimaryKey entity.
@@ -120,6 +121,9 @@ export class MLPrimaryKeyEntity implements Entity<MlPrimaryKey> {
         {
             component: DataProductSection,
         },
+        {
+            component: SidebarStructuredPropsSection,
+        },
     ];
 
     renderPreview = (_: PreviewType, data: MlPrimaryKey) => {
diff --git a/datahub-web-react/src/app/entity/shared/PreviewContext.tsx b/datahub-web-react/src/app/entity/shared/PreviewContext.tsx
new file mode 100644
index 00000000000000..889a6726f3c042
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/PreviewContext.tsx
@@ -0,0 +1,9 @@
+import React from 'react';
+import { GenericEntityProperties } from './types';
+
+const PreviewContext = React.createContext<GenericEntityProperties | null>(null);
+export default PreviewContext;
+
+export function usePreviewData() {
+    return React.useContext(PreviewContext);
+}
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/header/EntityHeader.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/header/EntityHeader.tsx
index 12fa9131f33c73..9e8dc83c32302d 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/header/EntityHeader.tsx
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/header/EntityHeader.tsx
@@ -18,6 +18,7 @@ import { useUserContext } from '../../../../../context/useUserContext';
 import { useEntityRegistry } from '../../../../../useEntityRegistry';
 import EntityHeaderLoadingSection from './EntityHeaderLoadingSection';
 import { useIsEditableDatasetNameEnabled } from '../../../../../useAppConfig';
+import StructuredPropertyBadge from './StructuredPropertyBadge';
 
 const TitleWrapper = styled.div`
     display: flex;
@@ -132,6 +133,7 @@ export const EntityHeader = ({ headerDropdownItems, headerActionItems, isNameEdi
                                         baseUrl={entityRegistry.getEntityUrl(entityType, urn)}
                                     />
                                 )}
+                                <StructuredPropertyBadge structuredProperties={entityData?.structuredProperties} />
                             </TitleWrapper>
                             <EntityCount
                                 entityCount={entityCount}
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/header/StructuredPropertyBadge.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/header/StructuredPropertyBadge.tsx
new file mode 100644
index 00000000000000..64953928990ee5
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/header/StructuredPropertyBadge.tsx
@@ -0,0 +1,92 @@
+import { colors, Pill, Text, Tooltip } from '@src/alchemy-components';
+import { getStructuredPropertyValue } from '@src/app/entity/shared/utils';
+import { getDisplayName } from '@src/app/govern/structuredProperties/utils';
+import { StructuredProperties } from '@src/types.generated';
+import React from 'react';
+import styled from 'styled-components';
+import { mapStructuredPropertyToPropertyRow } from '../../../tabs/Properties/useStructuredProperties';
+import { filterForAssetBadge } from './utils';
+
+export const MAX_PROP_BADGE_WIDTH = 150;
+
+const StyledTooltip = styled(Tooltip)`
+    .ant-tooltip-inner {
+        border-radius: 8px;
+        box-shadow: 0px 4px 12px 0px rgba(9, 1, 61, 0.12);
+    }
+`;
+
+const TooltipContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    gap: 16px;
+`;
+
+const ValueContainer = styled.div`
+    gap: 4px;
+`;
+
+const BadgeContainer = styled.div`
+    max-width: ${MAX_PROP_BADGE_WIDTH}px;
+`;
+
+interface Props {
+    structuredProperties?: StructuredProperties | null;
+}
+
+const StructuredPropertyBadge = ({ structuredProperties }: Props) => {
+    const badgeStructuredProperty = structuredProperties?.properties?.find(filterForAssetBadge);
+
+    const propRow = badgeStructuredProperty ? mapStructuredPropertyToPropertyRow(badgeStructuredProperty) : undefined;
+
+    if (!badgeStructuredProperty) return null;
+
+    const propertyValue = propRow?.values[0].value;
+    const relatedDescription = propRow?.structuredProperty.definition.allowedValues?.find(
+        (v) => getStructuredPropertyValue(v.value) === propertyValue,
+    )?.description;
+
+    const BadgeTooltip = () => {
+        return (
+            <TooltipContainer>
+                <Text color="gray" weight="semiBold">
+                    {getDisplayName(badgeStructuredProperty.structuredProperty)}
+                </Text>
+                <ValueContainer>
+                    <Text color="gray" size="sm" weight="bold">
+                        Value
+                    </Text>
+                    <Text color="gray">{propRow?.values[0].value}</Text>
+                </ValueContainer>
+                {relatedDescription && (
+                    <ValueContainer>
+                        <Text color="gray" size="sm" weight="bold">
+                            Description
+                        </Text>
+                        <Text color="gray">{relatedDescription}</Text>
+                    </ValueContainer>
+                )}
+            </TooltipContainer>
+        );
+    };
+
+    return (
+        <StyledTooltip
+            showArrow={false}
+            title={<BadgeTooltip />}
+            color={colors.white}
+            overlayInnerStyle={{ width: 250, padding: 16 }}
+        >
+            <BadgeContainer>
+                <Pill
+                    label={propRow?.values[0].value?.toString() || ''}
+                    size="sm"
+                    colorScheme="violet"
+                    clickable={false}
+                />
+            </BadgeContainer>
+        </StyledTooltip>
+    );
+};
+
+export default StructuredPropertyBadge;
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/header/utils.ts b/datahub-web-react/src/app/entity/shared/containers/profile/header/utils.ts
new file mode 100644
index 00000000000000..6ab469725b51a6
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/header/utils.ts
@@ -0,0 +1,29 @@
+import EntityRegistry from '@src/app/entity/EntityRegistry';
+import { EntityType, StructuredPropertiesEntry } from '../../../../../../types.generated';
+import { capitalizeFirstLetterOnly } from '../../../../../shared/textUtil';
+import { GenericEntityProperties } from '../../../types';
+
+export function getDisplayedEntityType(
+    entityData: GenericEntityProperties | null,
+    entityRegistry: EntityRegistry,
+    entityType: EntityType,
+) {
+    return (
+        entityData?.entityTypeOverride ||
+        capitalizeFirstLetterOnly(entityData?.subTypes?.typeNames?.[0]) ||
+        entityRegistry.getEntityName(entityType) ||
+        ''
+    );
+}
+
+export function getEntityPlatforms(entityType: EntityType | null, entityData: GenericEntityProperties | null) {
+    const platform = entityType === EntityType.SchemaField ? entityData?.parent?.platform : entityData?.platform;
+    const platforms =
+        entityType === EntityType.SchemaField ? entityData?.parent?.siblingPlatforms : entityData?.siblingPlatforms;
+
+    return { platform, platforms };
+}
+
+export function filterForAssetBadge(prop: StructuredPropertiesEntry) {
+    return prop.structuredProperty.settings?.showAsAssetBadge && !prop.structuredProperty.settings?.isHidden;
+}
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/DataProductSection.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/DataProductSection.tsx
index 1d489e88b50507..ec65b31968d83d 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/DataProductSection.tsx
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/DataProductSection.tsx
@@ -67,7 +67,7 @@ export default function DataProductSection({ readOnly }: Props) {
     };
 
     return (
-        <>
+        <div>
             <SidebarHeader title="Data Product" />
             {dataProduct && (
                 <DataProductLink
@@ -101,6 +101,6 @@ export default function DataProductSection({ readOnly }: Props) {
                     setDataProduct={setDataProduct}
                 />
             )}
-        </>
+        </div>
     );
 }
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/SidebarHeader.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/SidebarHeader.tsx
index 0ee3fcb90e5756..a5c7cce93a42a9 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/SidebarHeader.tsx
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/SidebarHeader.tsx
@@ -15,14 +15,15 @@ const HeaderContainer = styled.div`
 
 type Props = {
     title: string;
+    titleComponent?: React.ReactNode;
     actions?: React.ReactNode;
     children?: React.ReactNode;
 };
 
-export const SidebarHeader = ({ title, actions, children }: Props) => {
+export const SidebarHeader = ({ title, titleComponent, actions, children }: Props) => {
     return (
         <HeaderContainer>
-            <Typography.Title level={5}>{title}</Typography.Title>
+            {titleComponent || <Typography.Title level={5}>{title}</Typography.Title>}
             {actions && <div>{actions}</div>}
             {children}
         </HeaderContainer>
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection.tsx
new file mode 100644
index 00000000000000..ea257ca2ade317
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection.tsx
@@ -0,0 +1,146 @@
+import { useUserContext } from '@src/app/context/useUserContext';
+import { useEntityData } from '@src/app/entity/shared/EntityContext';
+import { StyledList } from '@src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties';
+import { EditColumn } from '@src/app/entity/shared/tabs/Properties/Edit/EditColumn';
+import StructuredPropertyValue from '@src/app/entity/shared/tabs/Properties/StructuredPropertyValue';
+import { PropertyRow } from '@src/app/entity/shared/tabs/Properties/types';
+import EmptySectionText from '@src/app/shared/sidebar/EmptySectionText';
+import {
+    getDisplayName,
+    getEntityTypesPropertyFilter,
+    getNotHiddenPropertyFilter,
+    getPropertyRowFromSearchResult,
+} from '@src/app/govern/structuredProperties/utils';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { useGetSearchResultsForMultipleQuery } from '@src/graphql/search.generated';
+import { EntityType, SchemaField, SearchResult, StdDataType, StructuredPropertyEntity } from '@src/types.generated';
+import {
+    SHOW_IN_ASSET_SUMMARY_PROPERTY_FILTER_NAME,
+    SHOW_IN_COLUMNS_TABLE_PROPERTY_FILTER_NAME,
+} from '@src/app/search/utils/constants';
+import {
+    SectionHeader,
+    StyledDivider,
+} from '@src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/components';
+import { useGetEntityWithSchema } from '@src/app/entity/shared/tabs/Dataset/Schema/useGetEntitySchema';
+import React from 'react';
+import { SidebarHeader } from '../SidebarHeader';
+
+interface Props {
+    properties?: {
+        schemaField?: SchemaField;
+        schemaColumnProperties?: SearchResult[];
+    };
+}
+
+const SidebarStructuredPropsSection = ({ properties }: Props) => {
+    const schemaField = properties?.schemaField;
+    const schemaColumnProperties = properties?.schemaColumnProperties;
+    const { entityData, entityType } = useEntityData();
+    const me = useUserContext();
+    const entityRegistry = useEntityRegistry();
+    const { refetch: refetchSchema } = useGetEntityWithSchema(true);
+
+    const currentProperties = schemaField
+        ? schemaField?.schemaFieldEntity?.structuredProperties
+        : entityData?.structuredProperties;
+
+    const inputs = {
+        types: [EntityType.StructuredProperty],
+        query: '',
+        start: 0,
+        count: 50,
+        searchFlags: { skipCache: true },
+        orFilters: [
+            {
+                and: [
+                    getEntityTypesPropertyFilter(entityRegistry, !!schemaField, entityType),
+                    getNotHiddenPropertyFilter(),
+                    {
+                        field: schemaField
+                            ? SHOW_IN_COLUMNS_TABLE_PROPERTY_FILTER_NAME
+                            : SHOW_IN_ASSET_SUMMARY_PROPERTY_FILTER_NAME,
+                        values: ['true'],
+                    },
+                ],
+            },
+        ],
+    };
+
+    // Execute search
+    const { data } = useGetSearchResultsForMultipleQuery({
+        variables: {
+            input: inputs,
+        },
+        skip: !!schemaColumnProperties,
+        fetchPolicy: 'cache-first',
+    });
+
+    const entityTypeProperties = schemaColumnProperties || data?.searchAcrossEntities?.searchResults;
+
+    const canEditProperties = me.platformPrivileges?.manageStructuredProperties;
+
+    return (
+        <>
+            {entityTypeProperties?.map((property) => {
+                const propertyRow: PropertyRow | undefined = getPropertyRowFromSearchResult(
+                    property,
+                    currentProperties,
+                );
+                const isRichText = propertyRow?.dataType?.info.type === StdDataType.RichText;
+                const values = propertyRow?.values;
+                const hasMultipleValues = values && values.length > 1;
+                const propertyName = getDisplayName(property.entity as StructuredPropertyEntity);
+
+                return (
+                    <>
+                        <div>
+                            <SidebarHeader
+                                title={propertyName}
+                                titleComponent={<SectionHeader>{propertyName}</SectionHeader>}
+                                actions={
+                                    canEditProperties && (
+                                        <>
+                                            <EditColumn
+                                                structuredProperty={property.entity as StructuredPropertyEntity}
+                                                values={values?.map((v) => v.value) || []}
+                                                isAddMode={!values}
+                                                associatedUrn={schemaField?.schemaFieldEntity?.urn}
+                                                refetch={schemaField ? refetchSchema : undefined}
+                                            />
+                                        </>
+                                    )
+                                }
+                            />
+
+                            {values ? (
+                                <>
+                                    {hasMultipleValues ? (
+                                        <StyledList>
+                                            {values.map((value) => (
+                                                <li>
+                                                    <StructuredPropertyValue value={value} isRichText={isRichText} />
+                                                </li>
+                                            ))}
+                                        </StyledList>
+                                    ) : (
+                                        <>
+                                            {values?.map((value) => (
+                                                <StructuredPropertyValue value={value} isRichText={isRichText} />
+                                            ))}
+                                        </>
+                                    )}
+                                </>
+                            ) : (
+                                <EmptySectionText message="No value set" />
+                            )}
+                        </div>
+                        {schemaField && <StyledDivider />}
+                    </>
+                );
+            })}
+        </>
+    );
+};
+
+export default SidebarStructuredPropsSection;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx
index 0bfd5255f3065f..83ebb8f6b78285 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx
@@ -27,6 +27,8 @@ import PropertiesColumn from './components/PropertiesColumn';
 import SchemaFieldDrawer from './components/SchemaFieldDrawer/SchemaFieldDrawer';
 import useBusinessAttributeRenderer from './utils/useBusinessAttributeRenderer';
 import { useBusinessAttributesFlag } from '../../../../../useAppConfig';
+import { useGetTableColumnProperties } from './useGetTableColumnProperties';
+import { useGetStructuredPropColumns } from './useGetStructuredPropColumns';
 
 const TableContainer = styled.div`
     overflow: inherit;
@@ -126,6 +128,9 @@ export default function SchemaTable({
     const schemaTitleRenderer = useSchemaTitleRenderer(schemaMetadata, setSelectedFkFieldPath, filterText);
     const schemaBlameRenderer = useSchemaBlameRenderer(schemaFieldBlameList);
 
+    const tableColumnStructuredProps = useGetTableColumnProperties();
+    const structuredPropColumns = useGetStructuredPropColumns(tableColumnStructuredProps);
+
     const fieldColumn = {
         width: '22%',
         title: 'Field',
@@ -221,6 +226,10 @@ export default function SchemaTable({
         allColumns = [...allColumns, propertiesColumn];
     }
 
+    if (structuredPropColumns) {
+        allColumns = [...allColumns, ...structuredPropColumns];
+    }
+
     if (hasUsageStats) {
         allColumns = [...allColumns, usageColumn];
     }
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertiesColumn.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertiesColumn.tsx
index b74de3e94e5544..74d14cb0db7536 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertiesColumn.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertiesColumn.tsx
@@ -17,7 +17,9 @@ interface Props {
 
 export default function PropertiesColumn({ field }: Props) {
     const { schemaFieldEntity } = field;
-    const numProperties = schemaFieldEntity?.structuredProperties?.properties?.length;
+    const numProperties = schemaFieldEntity?.structuredProperties?.properties?.filter(
+        (prop) => !prop.structuredProperty.settings?.isHidden,
+    )?.length;
 
     if (!schemaFieldEntity || !numProperties) return null;
 
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx
index 9a0da20f22dfde..d6f2a837482512 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx
@@ -1,47 +1,76 @@
+import { useEntityData } from '@src/app/entity/shared/EntityContext';
 import React from 'react';
 import styled from 'styled-components';
-import { SchemaField, StdDataType } from '../../../../../../../../types.generated';
-import { SectionHeader, StyledDivider } from './components';
-import { mapStructuredPropertyValues } from '../../../../Properties/useStructuredProperties';
-import StructuredPropertyValue from '../../../../Properties/StructuredPropertyValue';
+import { SchemaField, SearchResult, StdDataType } from '../../../../../../../../types.generated';
+import AddPropertyButton from '../../../../Properties/AddPropertyButton';
 import { EditColumn } from '../../../../Properties/Edit/EditColumn';
+import StructuredPropertyValue from '../../../../Properties/StructuredPropertyValue';
+import { mapStructuredPropertyValues } from '../../../../Properties/useStructuredProperties';
 import { useGetEntityWithSchema } from '../../useGetEntitySchema';
+import { StyledDivider } from './components';
 
-const PropertyTitle = styled.div`
+export const PropertyTitle = styled.div`
     font-size: 14px;
     font-weight: 700;
     margin-bottom: 4px;
 `;
 
-const PropertyWrapper = styled.div`
+export const PropertyWrapper = styled.div`
     margin-bottom: 12px;
     display: flex;
     justify-content: space-between;
 `;
 
-const PropertiesWrapper = styled.div`
+export const PropertiesWrapper = styled.div`
     padding-left: 16px;
 `;
 
-const StyledList = styled.ul`
+export const StyledList = styled.ul`
     padding-left: 24px;
 `;
 
+export const Header = styled.div`
+    font-size: 16px;
+    font-weight: 600;
+    margin-bottom: 16px;
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+`;
+
 interface Props {
     expandedField: SchemaField;
+    schemaColumnProperties?: SearchResult[];
 }
 
-export default function FieldProperties({ expandedField }: Props) {
+export default function FieldProperties({ expandedField, schemaColumnProperties }: Props) {
     const { schemaFieldEntity } = expandedField;
     const { refetch } = useGetEntityWithSchema(true);
+    const { entityData } = useEntityData();
     const properties =
-        schemaFieldEntity?.structuredProperties?.properties?.filter((prop) => prop.structuredProperty.exists) || [];
+        schemaFieldEntity?.structuredProperties?.properties?.filter(
+            (prop) =>
+                prop.structuredProperty.exists &&
+                !prop.structuredProperty.settings?.isHidden &&
+                !schemaColumnProperties?.find((p) => p.entity.urn === prop.structuredProperty.urn),
+        ) || [];
+
+    const canEditProperties =
+        entityData?.parent?.privileges?.canEditProperties || entityData?.privileges?.canEditProperties;
 
-    if (!schemaFieldEntity || !properties.length) return null;
+    if (!schemaFieldEntity) return null;
 
     return (
         <>
-            <SectionHeader>Properties</SectionHeader>
+            <Header>
+                Properties
+                <AddPropertyButton
+                    fieldUrn={schemaFieldEntity?.urn}
+                    fieldProperties={schemaFieldEntity.structuredProperties}
+                    refetch={refetch}
+                    isV1Drawer
+                />
+            </Header>
             <PropertiesWrapper>
                 {properties.map((structuredProp) => {
                     const isRichText =
@@ -71,12 +100,14 @@ export default function FieldProperties({ expandedField }: Props) {
                                     </>
                                 )}
                             </div>
-                            <EditColumn
-                                structuredProperty={structuredProp.structuredProperty}
-                                associatedUrn={schemaFieldEntity.urn}
-                                values={valuesData.map((v) => v.value) || []}
-                                refetch={refetch}
-                            />
+                            {canEditProperties && (
+                                <EditColumn
+                                    structuredProperty={structuredProp.structuredProperty}
+                                    associatedUrn={structuredProp.associatedUrn}
+                                    values={valuesData.map((v) => v.value) || []}
+                                    refetch={refetch}
+                                />
+                            )}
                         </PropertyWrapper>
                     );
                 })}
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx
index 0d9f7a98f207c5..df0cd8b2dd762f 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx
@@ -1,6 +1,7 @@
 import { Drawer } from 'antd';
 import React, { useMemo } from 'react';
 import styled from 'styled-components';
+import SidebarStructuredPropsSection from '@src/app/entity/shared/containers/profile/sidebar/StructuredProperties/SidebarStructuredPropsSection';
 import DrawerHeader from './DrawerHeader';
 import FieldHeader from './FieldHeader';
 import FieldDescription from './FieldDescription';
@@ -11,6 +12,7 @@ import FieldTags from './FieldTags';
 import FieldTerms from './FieldTerms';
 import FieldProperties from './FieldProperties';
 import FieldAttribute from './FieldAttribute';
+import useGetSchemaColumnProperties from './useGetSchemaColumnProperties';
 
 const StyledDrawer = styled(Drawer)`
     position: absolute;
@@ -50,6 +52,7 @@ export default function SchemaFieldDrawer({
     const editableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo.find((candidateEditableFieldInfo) =>
         pathMatchesNewPath(candidateEditableFieldInfo.fieldPath, expandedField?.fieldPath),
     );
+    const schemaColumnProperties = useGetSchemaColumnProperties();
 
     return (
         <StyledDrawer
@@ -75,7 +78,13 @@ export default function SchemaFieldDrawer({
                         <FieldUsageStats expandedField={expandedField} />
                         <FieldTags expandedField={expandedField} editableSchemaMetadata={editableSchemaMetadata} />
                         <FieldTerms expandedField={expandedField} editableSchemaMetadata={editableSchemaMetadata} />
-                        <FieldProperties expandedField={expandedField} />
+                        <SidebarStructuredPropsSection
+                            properties={{ schemaField: expandedField, schemaColumnProperties }}
+                        />
+                        <FieldProperties
+                            expandedField={expandedField}
+                            schemaColumnProperties={schemaColumnProperties}
+                        />
                         <FieldAttribute expandedField={expandedField} />
                     </MetadataSections>
                 </>
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/useGetSchemaColumnProperties.ts b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/useGetSchemaColumnProperties.ts
new file mode 100644
index 00000000000000..ed5af588fa0363
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/useGetSchemaColumnProperties.ts
@@ -0,0 +1,39 @@
+import { getEntityTypesPropertyFilter, getNotHiddenPropertyFilter } from '@src/app/govern/structuredProperties/utils';
+import { SHOW_IN_COLUMNS_TABLE_PROPERTY_FILTER_NAME } from '@src/app/search/utils/constants';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { useGetSearchResultsForMultipleQuery } from '@src/graphql/search.generated';
+import { EntityType, SearchResult } from '@src/types.generated';
+
+export default function useGetSchemaColumnProperties() {
+    const entityRegistry = useEntityRegistry();
+
+    const inputs = {
+        types: [EntityType.StructuredProperty],
+        query: '',
+        start: 0,
+        count: 50,
+        searchFlags: { skipCache: true },
+        orFilters: [
+            {
+                and: [
+                    getEntityTypesPropertyFilter(entityRegistry, true, EntityType.SchemaField),
+                    getNotHiddenPropertyFilter(),
+                    {
+                        field: SHOW_IN_COLUMNS_TABLE_PROPERTY_FILTER_NAME,
+                        values: ['true'],
+                    },
+                ],
+            },
+        ],
+    };
+
+    // Execute search
+    const { data } = useGetSearchResultsForMultipleQuery({
+        variables: {
+            input: inputs,
+        },
+        fetchPolicy: 'cache-first',
+    });
+
+    return data?.searchAcrossEntities?.searchResults || ([] as SearchResult[]);
+}
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetStructuredPropColumns.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetStructuredPropColumns.tsx
new file mode 100644
index 00000000000000..eed3fd510724b8
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetStructuredPropColumns.tsx
@@ -0,0 +1,22 @@
+import StructuredPropValues from '@src/app/entity/dataset/profile/schema/components/StructuredPropValues';
+import { getDisplayName } from '@src/app/govern/structuredProperties/utils';
+import { SearchResult, StructuredPropertyEntity } from '@src/types.generated';
+import React, { useMemo } from 'react';
+
+export const useGetStructuredPropColumns = (properties: SearchResult[] | undefined) => {
+    const columns = useMemo(() => {
+        return properties?.map((prop) => {
+            const name = getDisplayName(prop.entity as StructuredPropertyEntity);
+            return {
+                width: 120,
+                title: name,
+                dataIndex: 'schemaFieldEntity',
+                key: prop.entity.urn,
+                render: (record) => <StructuredPropValues schemaFieldEntity={record} propColumn={prop} />,
+                ellipsis: true,
+            };
+        });
+    }, [properties]);
+
+    return columns;
+};
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetTableColumnProperties.ts b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetTableColumnProperties.ts
new file mode 100644
index 00000000000000..96ff90921b9372
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/useGetTableColumnProperties.ts
@@ -0,0 +1,39 @@
+import {
+    getEntityTypesPropertyFilter,
+    getNotHiddenPropertyFilter,
+    getShowInColumnsTablePropertyFilter,
+} from '@src/app/govern/structuredProperties/utils';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { useGetSearchResultsForMultipleQuery } from '@src/graphql/search.generated';
+import { EntityType } from '@src/types.generated';
+
+export const useGetTableColumnProperties = () => {
+    const entityRegistry = useEntityRegistry();
+
+    const inputs = {
+        types: [EntityType.StructuredProperty],
+        query: '',
+        start: 0,
+        count: 50,
+        searchFlags: { skipCache: true },
+        orFilters: [
+            {
+                and: [
+                    getEntityTypesPropertyFilter(entityRegistry, true),
+                    getNotHiddenPropertyFilter(),
+                    getShowInColumnsTablePropertyFilter(),
+                ],
+            },
+        ],
+    };
+
+    // Execute search
+    const { data } = useGetSearchResultsForMultipleQuery({
+        variables: {
+            input: inputs,
+        },
+        fetchPolicy: 'cache-first',
+    });
+
+    return data?.searchAcrossEntities?.searchResults;
+};
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Documentation/components/CompactMarkdownViewer.tsx b/datahub-web-react/src/app/entity/shared/tabs/Documentation/components/CompactMarkdownViewer.tsx
new file mode 100644
index 00000000000000..df93d51e721bba
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/tabs/Documentation/components/CompactMarkdownViewer.tsx
@@ -0,0 +1,161 @@
+import { Button } from 'antd';
+import React, { useCallback, useEffect, useState } from 'react';
+import styled from 'styled-components';
+import { Editor } from './editor/Editor';
+
+const LINE_HEIGHT = 1.5;
+
+const ShowMoreWrapper = styled.div`
+    align-items: start;
+    display: flex;
+    flex-direction: column;
+`;
+
+const MarkdownContainer = styled.div<{ lineLimit?: number | null }>`
+    max-width: 100%;
+    position: relative;
+    ${(props) =>
+        props.lineLimit &&
+        props.lineLimit <= 1 &&
+        ` 
+        display: flex;
+        align-items: center;
+        gap: 4px;
+        ${ShowMoreWrapper}{
+            flex-direction: row;
+            align-items: center;
+            gap: 4px;
+        }
+    `}
+`;
+
+const CustomButton = styled(Button)`
+    padding: 0;
+    color: #676b75;
+`;
+
+const MarkdownViewContainer = styled.div<{ scrollableY: boolean }>`
+    display: block;
+    overflow-wrap: break-word;
+    word-wrap: break-word;
+    overflow-x: hidden;
+    overflow-y: ${(props) => (props.scrollableY ? 'auto' : 'hidden')};
+`;
+
+const CompactEditor = styled(Editor)<{ limit: number | null; customStyle?: React.CSSProperties }>`
+    .remirror-editor.ProseMirror {
+        ${({ limit }) => limit && `max-height: ${limit * LINE_HEIGHT}em;`}
+        h1 {
+            font-size: 1.4em;
+        }
+
+        h2 {
+            font-size: 1.3em;
+        }
+
+        h3 {
+            font-size: 1.2em;
+        }
+
+        h4 {
+            font-size: 1.1em;
+        }
+
+        h5,
+        h6 {
+            font-size: 1em;
+        }
+
+        p {
+            ${(props) => props?.customStyle?.fontSize && `font-size: ${props?.customStyle?.fontSize}`};
+            margin-bottom: 0;
+        }
+
+        padding: 0;
+    }
+`;
+
+const FixedLineHeightEditor = styled(CompactEditor)<{ customStyle?: React.CSSProperties }>`
+    .remirror-editor.ProseMirror {
+        * {
+            line-height: ${LINE_HEIGHT};
+            font-size: 1em !important;
+            margin-top: 0;
+            margin-bottom: 0;
+        }
+        p {
+            font-size: ${(props) => (props?.customStyle?.fontSize ? props?.customStyle?.fontSize : '1em')} !important;
+        }
+    }
+`;
+
+export type Props = {
+    content: string;
+    lineLimit?: number | null;
+    fixedLineHeight?: boolean;
+    isShowMoreEnabled?: boolean;
+    customStyle?: React.CSSProperties;
+    scrollableY?: boolean; // Whether the viewer is vertically scrollable.
+    handleShowMore?: () => void;
+    hideShowMore?: boolean;
+};
+
+export default function CompactMarkdownViewer({
+    content,
+    lineLimit = 4,
+    fixedLineHeight = false,
+    isShowMoreEnabled = false,
+    customStyle = {},
+    scrollableY = true,
+    handleShowMore,
+    hideShowMore,
+}: Props) {
+    const [isShowingMore, setIsShowingMore] = useState(false);
+    const [isTruncated, setIsTruncated] = useState(false);
+
+    useEffect(() => {
+        if (isShowMoreEnabled) {
+            setIsShowingMore(isShowMoreEnabled);
+        }
+        return () => {
+            setIsShowingMore(false);
+        };
+    }, [isShowMoreEnabled]);
+
+    const measuredRef = useCallback((node: HTMLDivElement | null) => {
+        if (node !== null) {
+            const resizeObserver = new ResizeObserver(() => {
+                setIsTruncated(node.scrollHeight > node.clientHeight + 1);
+            });
+            resizeObserver.observe(node);
+        }
+    }, []);
+
+    const StyledEditor = fixedLineHeight ? FixedLineHeightEditor : CompactEditor;
+
+    return (
+        <MarkdownContainer lineLimit={lineLimit}>
+            <MarkdownViewContainer scrollableY={scrollableY} ref={measuredRef}>
+                <StyledEditor
+                    customStyle={customStyle}
+                    limit={isShowingMore ? null : lineLimit}
+                    content={content}
+                    readOnly
+                />
+            </MarkdownViewContainer>
+            {hideShowMore && <>...</>}
+
+            {!hideShowMore &&
+                (isShowingMore || isTruncated) && ( // "show more" when isTruncated, "show less" when isShowingMore
+                    <ShowMoreWrapper>
+                        <CustomButton
+                            type="link"
+                            onClick={() => (handleShowMore ? handleShowMore() : setIsShowingMore(!isShowingMore))}
+                        >
+                            {isShowingMore ? 'show less' : 'show more'}
+                        </CustomButton>
+                    </ShowMoreWrapper>
+                )}
+        </MarkdownContainer>
+    );
+}
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/AddPropertyButton.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/AddPropertyButton.tsx
new file mode 100644
index 00000000000000..cac3e268c1df5e
--- /dev/null
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/AddPropertyButton.tsx
@@ -0,0 +1,228 @@
+import { LoadingOutlined } from '@ant-design/icons';
+import { colors, Icon, Input as InputComponent, Text } from '@src/alchemy-components';
+import { useUserContext } from '@src/app/context/useUserContext';
+import { getEntityTypesPropertyFilter, getNotHiddenPropertyFilter } from '@src/app/govern/structuredProperties/utils';
+import { useEntityRegistry } from '@src/app/useEntityRegistry';
+import { PageRoutes } from '@src/conf/Global';
+import { useGetSearchResultsForMultipleQuery } from '@src/graphql/search.generated';
+import { Dropdown } from 'antd';
+import { Tooltip } from '@components';
+import { EntityType, Maybe, StructuredProperties, StructuredPropertyEntity } from '@src/types.generated';
+import React, { useMemo, useState } from 'react';
+import { Link } from 'react-router-dom';
+import styled from 'styled-components';
+import { useEntityData } from '../../EntityContext';
+import EditStructuredPropertyModal from './Edit/EditStructuredPropertyModal';
+
+const AddButton = styled.div<{ isV1Drawer?: boolean }>`
+    border-radius: 200px;
+    background-color: #5280e2;
+    width: ${(props) => (props.isV1Drawer ? '24px' : '32px')};
+    height: ${(props) => (props.isV1Drawer ? '24px' : '32px')};
+    display: flex;
+    align-items: center;
+    justify-content: center;
+
+    :hover {
+        cursor: pointer;
+    }
+`;
+
+const DropdownContainer = styled.div`
+    border-radius: 12px;
+    box-shadow: 0px 0px 14px 0px rgba(0, 0, 0, 0.15);
+    background-color: ${colors.white};
+    padding-bottom: 8px;
+    width: 300px;
+`;
+
+const SearchContainer = styled.div`
+    padding: 8px;
+`;
+
+const OptionsContainer = styled.div`
+    max-height: 200px;
+    overflow-y: auto;
+    font-size: 14px;
+`;
+
+const Option = styled.div``;
+
+const LoadingContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    gap: 8px;
+    align-items: center;
+    justify-content: center;
+    height: 100px;
+`;
+
+const EmptyContainer = styled.div`
+    display: flex;
+    flex-direction: column;
+    gap: 8px;
+    align-items: center;
+    justify-content: center;
+    min-height: 50px;
+    padding: 16px;
+    text-align: center;
+`;
+
+interface Props {
+    fieldUrn?: string;
+    refetch?: () => void;
+    fieldProperties?: Maybe<StructuredProperties>;
+    isV1Drawer?: boolean;
+}
+
+const AddPropertyButton = ({ fieldUrn, refetch, fieldProperties, isV1Drawer }: Props) => {
+    const [searchQuery, setSearchQuery] = useState('');
+    const { entityData, entityType } = useEntityData();
+    const me = useUserContext();
+    const entityRegistry = useEntityRegistry();
+    const [isEditModalVisible, setIsEditModalVisible] = useState(false);
+
+    const inputs = {
+        types: [EntityType.StructuredProperty],
+        query: '',
+        start: 0,
+        count: 100,
+        searchFlags: { skipCache: true },
+        orFilters: [
+            {
+                and: [
+                    getEntityTypesPropertyFilter(entityRegistry, !!fieldUrn, entityType),
+                    getNotHiddenPropertyFilter(),
+                ],
+            },
+        ],
+    };
+
+    // Execute search
+    const { data, loading } = useGetSearchResultsForMultipleQuery({
+        variables: {
+            input: inputs,
+        },
+        fetchPolicy: 'cache-first',
+    });
+
+    const [selectedProperty, setSelectedProperty] = useState<StructuredPropertyEntity | undefined>(
+        data?.searchAcrossEntities?.searchResults?.[0]?.entity as StructuredPropertyEntity | undefined,
+    );
+
+    const handleOptionClick = (property: StructuredPropertyEntity) => {
+        setSelectedProperty(property);
+        setIsEditModalVisible(true);
+    };
+
+    const entityPropertiesUrns = entityData?.structuredProperties?.properties?.map(
+        (prop) => prop.structuredProperty.urn,
+    );
+    const fieldPropertiesUrns = fieldProperties?.properties?.map((prop) => prop.structuredProperty.urn);
+
+    // filter out the existing properties when displaying in the list of add button
+    const properties = useMemo(
+        () =>
+            data?.searchAcrossEntities?.searchResults
+                .filter((result) =>
+                    fieldUrn
+                        ? !fieldPropertiesUrns?.includes(result.entity.urn)
+                        : !entityPropertiesUrns?.includes(result.entity.urn),
+                )
+                .map((prop) => {
+                    const entity = prop.entity as StructuredPropertyEntity;
+                    return {
+                        label: (
+                            <Option key={entity.urn} onClick={() => handleOptionClick(entity)}>
+                                <Text weight="semiBold" color="gray">
+                                    {entity.definition?.displayName}
+                                </Text>
+                            </Option>
+                        ),
+                        key: entity.urn,
+                        name: entity.definition?.displayName || entity.urn,
+                    };
+                }),
+        [data, fieldUrn, fieldPropertiesUrns, entityPropertiesUrns],
+    );
+
+    const canEditProperties =
+        entityData?.parent?.privileges?.canEditProperties || entityData?.privileges?.canEditProperties;
+
+    if (!canEditProperties) return null;
+
+    // Filter items based on search query
+    const filteredItems = properties?.filter((prop) => prop.name?.toLowerCase().includes(searchQuery.toLowerCase()));
+
+    const noDataText =
+        properties?.length === 0 ? (
+            <>
+                It looks like there are no structured properties for this asset type.
+                {me.platformPrivileges?.manageStructuredProperties && (
+                    <span>
+                        {' '}
+                        <Link to={PageRoutes.STRUCTURED_PROPERTIES}>Manage custom properties</Link>
+                    </span>
+                )}
+            </>
+        ) : null;
+
+    return (
+        <>
+            <Dropdown
+                trigger={['click']}
+                menu={{ items: filteredItems }}
+                dropdownRender={(menuNode) => (
+                    <DropdownContainer>
+                        <SearchContainer>
+                            <InputComponent
+                                label=""
+                                placeholder="Search..."
+                                value={searchQuery}
+                                onChange={(e) => setSearchQuery(e.target.value)}
+                            />
+                        </SearchContainer>
+                        {loading ? (
+                            <LoadingContainer>
+                                <LoadingOutlined />
+                                <Text size="sm">Loading...</Text>
+                            </LoadingContainer>
+                        ) : (
+                            <>
+                                {filteredItems?.length === 0 && (
+                                    <EmptyContainer>
+                                        <Text color="gray" weight="medium">
+                                            No results found
+                                        </Text>
+                                        <Text size="sm" color="gray">
+                                            {noDataText}
+                                        </Text>
+                                    </EmptyContainer>
+                                )}
+                                <OptionsContainer>{menuNode}</OptionsContainer>
+                            </>
+                        )}
+                    </DropdownContainer>
+                )}
+            >
+                <Tooltip title="Add property" placement="left" showArrow={false}>
+                    <AddButton isV1Drawer={isV1Drawer} data-testid="add-structured-prop-button">
+                        <Icon icon="Add" size={isV1Drawer ? 'lg' : '2xl'} color="white" />
+                    </AddButton>
+                </Tooltip>
+            </Dropdown>
+            {selectedProperty && (
+                <EditStructuredPropertyModal
+                    isOpen={isEditModalVisible}
+                    closeModal={() => setIsEditModalVisible(false)}
+                    structuredProperty={selectedProperty}
+                    associatedUrn={fieldUrn} // pass in fieldUrn to use otherwise we will use mutation urn for siblings
+                    refetch={refetch}
+                    isAddMode
+                />
+            )}
+        </>
+    );
+};
+
+export default AddPropertyButton;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx
index 6a0599c0cdb33d..a2d5c44b391e34 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx
@@ -1,27 +1,128 @@
-import { Button } from 'antd';
+import { colors, Icon, Text } from '@src/alchemy-components';
+import analytics, { EventType } from '@src/app/analytics';
+import { MenuItem } from '@src/app/govern/structuredProperties/styledComponents';
+import { ConfirmationModal } from '@src/app/sharedV2/modals/ConfirmationModal';
+import { showToastMessage, ToastType } from '@src/app/sharedV2/toastMessageUtils';
+import { useRemoveStructuredPropertiesMutation } from '@src/graphql/structuredProperties.generated';
+import { EntityType, StructuredPropertyEntity } from '@src/types.generated';
+import { Dropdown } from 'antd';
 import React, { useState } from 'react';
+import styled from 'styled-components';
+import { useEntityContext, useEntityData, useMutationUrn } from '../../../EntityContext';
 import EditStructuredPropertyModal from './EditStructuredPropertyModal';
-import { StructuredPropertyEntity } from '../../../../../../types.generated';
+
+export const MoreOptionsContainer = styled.div`
+    display: flex;
+    gap: 12px;
+    justify-content: end;
+
+    div {
+        background-color: ${colors.gray[1500]};
+        border-radius: 20px;
+        width: 24px;
+        height: 24px;
+        padding: 3px;
+        color: ${colors.gray[1800]};
+        :hover {
+            cursor: pointer;
+        }
+    }
+`;
 
 interface Props {
     structuredProperty?: StructuredPropertyEntity;
     associatedUrn?: string;
     values?: (string | number | null)[];
     refetch?: () => void;
+    isAddMode?: boolean;
 }
 
-export function EditColumn({ structuredProperty, associatedUrn, values, refetch }: Props) {
+export function EditColumn({ structuredProperty, associatedUrn, values, refetch, isAddMode }: Props) {
     const [isEditModalVisible, setIsEditModalVisible] = useState(false);
+    const { refetch: entityRefetch } = useEntityContext();
+    const { entityType } = useEntityData();
+
+    const [removeStructuredProperty] = useRemoveStructuredPropertiesMutation();
+
+    const [showConfirmRemove, setShowConfirmRemove] = useState<boolean>(false);
+    const mutationUrn = useMutationUrn();
 
     if (!structuredProperty || structuredProperty?.definition.immutable) {
         return null;
     }
 
+    const handleRemoveProperty = () => {
+        showToastMessage(ToastType.LOADING, 'Removing structured property', 1);
+        removeStructuredProperty({
+            variables: {
+                input: {
+                    assetUrn: associatedUrn || mutationUrn,
+                    structuredPropertyUrns: [structuredProperty.urn],
+                },
+            },
+        })
+            .then(() => {
+                analytics.event({
+                    type: EventType.RemoveStructuredPropertyEvent,
+                    propertyUrn: structuredProperty.urn,
+                    propertyType: structuredProperty.definition.valueType.urn,
+                    assetUrn: associatedUrn || mutationUrn,
+                    assetType: associatedUrn?.includes('urn:li:schemaField') ? EntityType.SchemaField : entityType,
+                });
+                showToastMessage(ToastType.SUCCESS, 'Structured property removed successfully!', 3);
+                if (refetch) {
+                    refetch();
+                } else {
+                    entityRefetch();
+                }
+            })
+            .catch(() => {
+                showToastMessage(ToastType.ERROR, 'Failed to remove structured property', 3);
+            });
+
+        setShowConfirmRemove(false);
+    };
+
+    const handleRemoveClose = () => {
+        setShowConfirmRemove(false);
+    };
+
+    const items = [
+        {
+            key: '0',
+            label: (
+                <MenuItem
+                    onClick={() => {
+                        setIsEditModalVisible(true);
+                    }}
+                >
+                    {isAddMode ? 'Add' : 'Edit'}
+                </MenuItem>
+            ),
+        },
+    ];
+    if (values && values?.length > 0) {
+        items.push({
+            key: '1',
+            label: (
+                <MenuItem
+                    onClick={() => {
+                        setShowConfirmRemove(true);
+                    }}
+                >
+                    <Text color="red"> Remove </Text>
+                </MenuItem>
+            ),
+        });
+    }
+
     return (
         <>
-            <Button type="link" onClick={() => setIsEditModalVisible(true)}>
-                Edit
-            </Button>
+            <MoreOptionsContainer>
+                <Dropdown menu={{ items }} trigger={['click']}>
+                    <Icon icon="MoreVert" size="md" data-testid="structured-prop-entity-more-icon" />
+                </Dropdown>
+            </MoreOptionsContainer>
             <EditStructuredPropertyModal
                 isOpen={isEditModalVisible}
                 structuredProperty={structuredProperty}
@@ -29,6 +130,14 @@ export function EditColumn({ structuredProperty, associatedUrn, values, refetch
                 values={values}
                 closeModal={() => setIsEditModalVisible(false)}
                 refetch={refetch}
+                isAddMode={isAddMode}
+            />
+            <ConfirmationModal
+                isOpen={showConfirmRemove}
+                handleClose={handleRemoveClose}
+                handleConfirm={() => handleRemoveProperty()}
+                modalTitle="Confirm Remove Structured Property"
+                modalText={`Are you sure you want to remove ${structuredProperty.definition.displayName} from this asset?`}
             />
         </>
     );
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx
index c8def8bef5e195..13aa0dfd42d1ee 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx
@@ -1,12 +1,13 @@
+import analytics, { EventType } from '@src/app/analytics';
 import { Button, Modal, message } from 'antd';
 import React, { useEffect, useMemo } from 'react';
 import styled from 'styled-components';
-import StructuredPropertyInput from '../../../components/styled/StructuredProperty/StructuredPropertyInput';
-import { PropertyValueInput, StructuredPropertyEntity } from '../../../../../../types.generated';
 import { useUpsertStructuredPropertiesMutation } from '../../../../../../graphql/structuredProperties.generated';
-import { useEditStructuredProperty } from '../../../components/styled/StructuredProperty/useEditStructuredProperty';
-import { useEntityContext, useMutationUrn } from '../../../EntityContext';
+import { EntityType, PropertyValueInput, StructuredPropertyEntity } from '../../../../../../types.generated';
 import handleGraphQLError from '../../../../../shared/handleGraphQLError';
+import StructuredPropertyInput from '../../../components/styled/StructuredProperty/StructuredPropertyInput';
+import { useEditStructuredProperty } from '../../../components/styled/StructuredProperty/useEditStructuredProperty';
+import { useEntityContext, useEntityData, useMutationUrn } from '../../../EntityContext';
 
 const Description = styled.div`
     font-size: 14px;
@@ -21,6 +22,7 @@ interface Props {
     values?: (string | number | null)[];
     closeModal: () => void;
     refetch?: () => void;
+    isAddMode?: boolean;
 }
 
 export default function EditStructuredPropertyModal({
@@ -30,9 +32,11 @@ export default function EditStructuredPropertyModal({
     values,
     closeModal,
     refetch,
+    isAddMode,
 }: Props) {
     const { refetch: entityRefetch } = useEntityContext();
     const mutationUrn = useMutationUrn();
+    const { entityType } = useEntityData();
     const urn = associatedUrn || mutationUrn;
     const initialValues = useMemo(() => values || [], [values]);
     const { selectedValues, selectSingleValue, toggleSelectedValue, updateSelectedValues, setSelectedValues } =
@@ -44,7 +48,13 @@ export default function EditStructuredPropertyModal({
     }, [isOpen, initialValues, setSelectedValues]);
 
     function upsertProperties() {
-        message.loading('Updating...');
+        message.loading(isAddMode ? 'Adding...' : 'Updating...');
+        const propValues = selectedValues.map((value) => {
+            if (typeof value === 'string') {
+                return { stringValue: value as string };
+            }
+            return { numberValue: value as number };
+        }) as PropertyValueInput[];
         upsertStructuredProperties({
             variables: {
                 input: {
@@ -52,25 +62,30 @@ export default function EditStructuredPropertyModal({
                     structuredPropertyInputParams: [
                         {
                             structuredPropertyUrn: structuredProperty.urn,
-                            values: selectedValues.map((value) => {
-                                if (typeof value === 'string') {
-                                    return { stringValue: value as string };
-                                }
-                                return { numberValue: value as number };
-                            }) as PropertyValueInput[],
+                            values: propValues,
                         },
                     ],
                 },
             },
         })
             .then(() => {
+                analytics.event({
+                    type: isAddMode
+                        ? EventType.ApplyStructuredPropertyEvent
+                        : EventType.UpdateStructuredPropertyOnAssetEvent,
+                    propertyUrn: structuredProperty.urn,
+                    propertyType: structuredProperty.definition.valueType.urn,
+                    assetUrn: urn,
+                    assetType: associatedUrn?.includes('urn:li:schemaField') ? EntityType.SchemaField : entityType,
+                    values: propValues,
+                });
                 if (refetch) {
                     refetch();
                 } else {
                     entityRefetch();
                 }
                 message.destroy();
-                message.success('Successfully updated structured property!');
+                message.success(`Successfully ${isAddMode ? 'added' : 'updated'} structured property!`);
                 closeModal();
             })
             .catch((error) => {
@@ -84,7 +99,7 @@ export default function EditStructuredPropertyModal({
 
     return (
         <Modal
-            title={structuredProperty.definition.displayName}
+            title={`${isAddMode ? 'Add property' : 'Edit property'} ${structuredProperty?.definition.displayName}`}
             onCancel={closeModal}
             open={isOpen}
             width={650}
@@ -93,8 +108,13 @@ export default function EditStructuredPropertyModal({
                     <Button onClick={closeModal} type="text">
                         Cancel
                     </Button>
-                    <Button type="primary" onClick={upsertProperties} disabled={!selectedValues.length}>
-                        Update
+                    <Button
+                        type="primary"
+                        onClick={upsertProperties}
+                        disabled={!selectedValues.length}
+                        data-testid="add-update-structured-prop-on-entity-button"
+                    >
+                        {isAddMode ? 'Add' : 'Update'}
                     </Button>
                 </>
             }
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/PropertiesTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/PropertiesTab.tsx
index eeff8fc2e27953..5fc209688c9573 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/PropertiesTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/PropertiesTab.tsx
@@ -44,6 +44,7 @@ export const PropertiesTab = () => {
             render: (propertyRow: PropertyRow) => (
                 <EditColumn
                     structuredProperty={propertyRow.structuredProperty}
+                    associatedUrn={propertyRow.associatedUrn}
                     values={propertyRow.values?.map((v) => v.value) || []}
                 />
             ),
@@ -51,9 +52,12 @@ export const PropertiesTab = () => {
     }
 
     const { structuredPropertyRows, expandedRowsFromFilter } = useStructuredProperties(entityRegistry, filterText);
+    const filteredStructuredPropertyRows = structuredPropertyRows.filter(
+        (row) => !row.structuredProperty?.settings?.isHidden,
+    );
     const customProperties = getFilteredCustomProperties(filterText, entityData) || [];
     const customPropertyRows = mapCustomPropertiesToPropertyRows(customProperties);
-    const dataSource: PropertyRow[] = structuredPropertyRows.concat(customPropertyRows);
+    const dataSource: PropertyRow[] = filteredStructuredPropertyRows.concat(customPropertyRows);
 
     const [expandedRows, setExpandedRows] = useState<Set<string>>(new Set());
 
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/StructuredPropertyValue.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/StructuredPropertyValue.tsx
index b1a01f2b69fe18..2ed4ab79a41eeb 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/StructuredPropertyValue.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/StructuredPropertyValue.tsx
@@ -1,24 +1,26 @@
 import Icon from '@ant-design/icons/lib/components/Icon';
-import React, { useState } from 'react';
+import React from 'react';
 import Highlight from 'react-highlighter';
-import { Button, Typography } from 'antd';
+import { Typography } from 'antd';
 import styled from 'styled-components';
 import { ValueColumnData } from './types';
 import { ANTD_GRAY } from '../../constants';
 import { useEntityRegistry } from '../../../../useEntityRegistry';
 import ExternalLink from '../../../../../images/link-out.svg?react';
-import MarkdownViewer, { MarkdownView } from '../../components/legacy/MarkdownViewer';
+import CompactMarkdownViewer from '../Documentation/components/CompactMarkdownViewer';
 import EntityIcon from '../../components/styled/EntityIcon';
 
 const ValueText = styled(Typography.Text)`
     font-family: 'Manrope';
     font-weight: 400;
-    font-size: 14px;
+    font-size: 12px;
     color: ${ANTD_GRAY[9]};
     display: block;
+    width: 100%;
+    margin-bottom: 2px;
 
-    ${MarkdownView} {
-        font-size: 14px;
+    .remirror-editor.ProseMirror {
+        font-size: 12px;
     }
 `;
 
@@ -28,38 +30,56 @@ const StyledIcon = styled(Icon)`
 
 const IconWrapper = styled.span`
     margin-right: 4px;
+    display: flex;
 `;
 
-const StyledButton = styled(Button)`
-    margin-top: 2px;
+const EntityWrapper = styled.div`
+    display: flex;
+    align-items: center;
+`;
+
+const EntityName = styled(Typography.Text)`
+    overflow: hidden;
+    white-space: nowrap;
+    text-overflow: ellipsis;
+`;
+
+const StyledHighlight = styled(Highlight)<{ truncateText?: boolean }>`
+    line-height: 1.5;
+    text-wrap: wrap;
+
+    ${(props) =>
+        props.truncateText &&
+        `
+        overflow: hidden;
+        text-overflow: ellipsis;
+        white-space: nowrap;
+        max-width: 100%;
+        display: block;
+    `}
 `;
 
 interface Props {
     value: ValueColumnData;
     isRichText?: boolean;
     filterText?: string;
+    truncateText?: boolean;
+    isFieldColumn?: boolean;
 }
 
-const MAX_CHARACTERS = 200;
-
-export default function StructuredPropertyValue({ value, isRichText, filterText }: Props) {
+export default function StructuredPropertyValue({ value, isRichText, filterText, truncateText, isFieldColumn }: Props) {
     const entityRegistry = useEntityRegistry();
-    const [showMore, setShowMore] = useState(false);
-
-    const toggleShowMore = () => {
-        setShowMore(!showMore);
-    };
-
-    const valueAsString = value?.value?.toString() ?? '';
 
     return (
         <ValueText>
             {value.entity ? (
-                <>
+                <EntityWrapper>
                     <IconWrapper>
-                        <EntityIcon entity={value.entity} />
+                        <EntityIcon entity={value.entity} size={12} />
                     </IconWrapper>
-                    {entityRegistry.getDisplayName(value.entity.type, value.entity)}
+                    <EntityName ellipsis={{ tooltip: true }}>
+                        {entityRegistry.getDisplayName(value.entity.type, value.entity)}
+                    </EntityName>
                     <Typography.Link
                         href={entityRegistry.getEntityUrl(value.entity.type, value.entity.urn)}
                         target="_blank"
@@ -67,20 +87,26 @@ export default function StructuredPropertyValue({ value, isRichText, filterText
                     >
                         <StyledIcon component={ExternalLink} />
                     </Typography.Link>
-                </>
+                </EntityWrapper>
             ) : (
                 <>
                     {isRichText ? (
-                        <MarkdownViewer source={value.value as string} />
+                        <CompactMarkdownViewer
+                            content={value.value?.toString() ?? ''}
+                            lineLimit={isFieldColumn ? 1 : undefined}
+                            hideShowMore={isFieldColumn}
+                            scrollableY={!isFieldColumn}
+                        />
                     ) : (
                         <>
-                            <Highlight search={filterText}>
-                                {showMore ? valueAsString : valueAsString?.substring(0, MAX_CHARACTERS)}
-                            </Highlight>
-                            {valueAsString?.length > MAX_CHARACTERS && (
-                                <StyledButton type="link" onClick={toggleShowMore}>
-                                    {showMore ? 'Show less' : 'Show more'}
-                                </StyledButton>
+                            {truncateText ? (
+                                <Typography.Text ellipsis={{ tooltip: true }}>
+                                    {value.value?.toString() || <div style={{ minHeight: 22 }} />}
+                                </Typography.Text>
+                            ) : (
+                                <StyledHighlight search={filterText} truncateText={truncateText}>
+                                    {value.value?.toString() || <div style={{ minHeight: 22 }} />}
+                                </StyledHighlight>
                             )}
                         </>
                     )}
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/TabHeader.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/TabHeader.tsx
index 9e0b4992d9c786..192b840b50040e 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/TabHeader.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/TabHeader.tsx
@@ -1,8 +1,10 @@
 import { SearchOutlined } from '@ant-design/icons';
+import { Maybe, StructuredProperties } from '@src/types.generated';
 import { Input } from 'antd';
 import React from 'react';
 import styled from 'styled-components';
 import { ANTD_GRAY } from '../../constants';
+import AddPropertyButton from './AddPropertyButton';
 
 const StyledInput = styled(Input)`
     border-radius: 70px;
@@ -12,13 +14,18 @@ const StyledInput = styled(Input)`
 const TableHeader = styled.div`
     padding: 8px 16px;
     border-bottom: 1px solid ${ANTD_GRAY[4.5]};
+    display: flex;
+    justify-content: space-between;
 `;
 
 interface Props {
     setFilterText: (text: string) => void;
+    fieldUrn?: string;
+    fieldProperties?: Maybe<StructuredProperties>;
+    refetch?: () => void;
 }
 
-export default function TabHeader({ setFilterText }: Props) {
+export default function TabHeader({ setFilterText, fieldUrn, fieldProperties, refetch }: Props) {
     return (
         <TableHeader>
             <StyledInput
@@ -27,6 +34,7 @@ export default function TabHeader({ setFilterText }: Props) {
                 allowClear
                 prefix={<SearchOutlined />}
             />
+            <AddPropertyButton fieldUrn={fieldUrn} fieldProperties={fieldProperties} refetch={refetch} />
         </TableHeader>
     );
 }
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/types.ts b/datahub-web-react/src/app/entity/shared/tabs/Properties/types.ts
index b93ba886d5a642..4adaafc3d98b60 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/types.ts
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/types.ts
@@ -22,4 +22,5 @@ export interface PropertyRow {
     dataType?: DataTypeEntity;
     isParentRow?: boolean;
     structuredProperty?: StructuredPropertyEntity;
+    associatedUrn?: string;
 }
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx
index 4635486c24d1d6..18ee6bb18da3d3 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/useStructuredProperties.tsx
@@ -64,6 +64,7 @@ function getStructuredPropertyRows(entityData?: GenericEntityProperties | null)
                                   typeNameToType[structuredPropertiesEntry.values[0].__typename].nativeDataType,
                           }
                         : undefined,
+                associatedUrn: structuredPropertiesEntry.associatedUrn,
             });
         });
 
diff --git a/datahub-web-react/src/app/entity/shared/types.ts b/datahub-web-react/src/app/entity/shared/types.ts
index 00e501740c2ad8..ceba5b4bf30eb0 100644
--- a/datahub-web-react/src/app/entity/shared/types.ts
+++ b/datahub-web-react/src/app/entity/shared/types.ts
@@ -122,6 +122,7 @@ export type GenericEntityProperties = {
     browsePathV2?: Maybe<BrowsePathV2>;
     inputOutput?: Maybe<DataJobInputOutput>;
     forms?: Maybe<Forms>;
+    parent?: Maybe<GenericEntityProperties>;
 };
 
 export type GenericEntityUpdate = {
diff --git a/datahub-web-react/src/app/lineage/LineageEntityNode.tsx b/datahub-web-react/src/app/lineage/LineageEntityNode.tsx
index fcf2198e7e0047..994090059754cd 100644
--- a/datahub-web-react/src/app/lineage/LineageEntityNode.tsx
+++ b/datahub-web-react/src/app/lineage/LineageEntityNode.tsx
@@ -19,6 +19,10 @@ import ManageLineageMenu from './manage/ManageLineageMenu';
 import { useGetLineageTimeParams } from './utils/useGetLineageTimeParams';
 import { EntityHealth } from '../entity/shared/containers/profile/header/EntityHealth';
 import { EntityType } from '../../types.generated';
+import StructuredPropertyBadge, {
+    MAX_PROP_BADGE_WIDTH,
+} from '../entity/shared/containers/profile/header/StructuredPropertyBadge';
+import { filterForAssetBadge } from '../entity/shared/containers/profile/header/utils';
 
 const CLICK_DELAY_THRESHOLD = 1000;
 const DRAG_DISTANCE_THRESHOLD = 20;
@@ -38,6 +42,11 @@ const MultilineTitleText = styled.p`
     word-break: break-all;
 `;
 
+const PropertyBadgeWrapper = styled.div`
+    display: flex;
+    justify-content: flex-end;
+`;
+
 export default function LineageEntityNode({
     node,
     isSelected,
@@ -150,6 +159,11 @@ export default function LineageEntityNode({
     const baseUrl = node.data.type && node.data.urn && entityRegistry.getEntityUrl(node.data.type, node.data.urn);
     const hasHealth = (health && baseUrl) || false;
 
+    const entityStructuredProps = node.data.structuredProperties;
+    const hasAssetBadge = entityStructuredProps?.properties?.find(filterForAssetBadge);
+    const siblingStructuredProps = node.data.siblingStructuredProperties;
+    const siblingHasAssetBadge = siblingStructuredProps?.properties?.find(filterForAssetBadge);
+
     return (
         <PointerGroup data-testid={`node-${node.data.urn}-${direction}`} top={node.x} left={node.y}>
             {unexploredHiddenChildren && (isHovered || isSelected) ? (
@@ -340,6 +354,32 @@ export default function LineageEntityNode({
                         />
                     </foreignObject>
                 )}
+                {hasAssetBadge && (
+                    <foreignObject
+                        x={-centerX - MAX_PROP_BADGE_WIDTH - 8}
+                        y={centerY - 15}
+                        width={MAX_PROP_BADGE_WIDTH}
+                        height={30}
+                        onClick={(e) => e.stopPropagation()}
+                    >
+                        <PropertyBadgeWrapper>
+                            <StructuredPropertyBadge structuredProperties={entityStructuredProps ?? undefined} />
+                        </PropertyBadgeWrapper>
+                    </foreignObject>
+                )}
+                {!hasAssetBadge && siblingHasAssetBadge && (
+                    <foreignObject
+                        x={-centerX - MAX_PROP_BADGE_WIDTH - 8}
+                        y={centerY - 15}
+                        width={MAX_PROP_BADGE_WIDTH}
+                        height={30}
+                        onClick={(e) => e.stopPropagation()}
+                    >
+                        <PropertyBadgeWrapper>
+                            <StructuredPropertyBadge structuredProperties={siblingStructuredProps ?? undefined} />
+                        </PropertyBadgeWrapper>
+                    </foreignObject>
+                )}
                 <Group>
                     <UnselectableText
                         dy="-1em"
diff --git a/datahub-web-react/src/app/lineage/types.ts b/datahub-web-react/src/app/lineage/types.ts
index 0edc3a3a7c0393..8a25ba202a085d 100644
--- a/datahub-web-react/src/app/lineage/types.ts
+++ b/datahub-web-react/src/app/lineage/types.ts
@@ -20,6 +20,7 @@ import {
     SchemaMetadata,
     SiblingProperties,
     Status,
+    StructuredProperties,
 } from '../../types.generated';
 
 export type EntitySelectParams = {
@@ -58,6 +59,7 @@ export type FetchedEntity = {
     inputFields?: InputFields;
     canEditLineage?: boolean;
     health?: Maybe<Health[]>;
+    structuredProperties?: Maybe<StructuredProperties>;
 };
 
 export type NodeData = {
@@ -82,6 +84,8 @@ export type NodeData = {
     upstreamRelationships?: Array<LineageRelationship>;
     downstreamRelationships?: Array<LineageRelationship>;
     health?: Maybe<Health[]>;
+    structuredProperties?: Maybe<StructuredProperties>;
+    siblingStructuredProperties?: Maybe<StructuredProperties>;
 };
 
 export type VizNode = {
diff --git a/datahub-web-react/src/app/lineage/utils/constructFetchedNode.ts b/datahub-web-react/src/app/lineage/utils/constructFetchedNode.ts
index 12d4cca352bb3f..bb9f29522d0cbb 100644
--- a/datahub-web-react/src/app/lineage/utils/constructFetchedNode.ts
+++ b/datahub-web-react/src/app/lineage/utils/constructFetchedNode.ts
@@ -68,6 +68,7 @@ export default function constructFetchedNode(
             upstreamRelationships: fetchedNode?.upstreamRelationships || [],
             downstreamRelationships: fetchedNode?.downstreamRelationships || [],
             health: fetchedNode?.health,
+            structuredProperties: fetchedNode?.structuredProperties,
         };
 
         // eslint-disable-next-line no-param-reassign
diff --git a/datahub-web-react/src/app/lineage/utils/constructTree.ts b/datahub-web-react/src/app/lineage/utils/constructTree.ts
index 38a865ea9e093d..4e94ad2813674e 100644
--- a/datahub-web-react/src/app/lineage/utils/constructTree.ts
+++ b/datahub-web-react/src/app/lineage/utils/constructTree.ts
@@ -83,6 +83,8 @@ export default function constructTree(
     });
 
     const fetchedEntity = entityRegistry.getLineageVizConfig(entityAndType.type, entityAndType.entity);
+    const sibling = fetchedEntity?.siblings?.siblings?.[0];
+    const fetchedSiblingEntity = sibling ? entityRegistry.getLineageVizConfig(sibling.type, sibling) : null;
 
     const root: NodeData = {
         name: fetchedEntity?.name || '',
@@ -100,6 +102,8 @@ export default function constructTree(
         upstreamRelationships: fetchedEntity?.upstreamRelationships || [],
         downstreamRelationships: fetchedEntity?.downstreamRelationships || [],
         health: fetchedEntity?.health,
+        structuredProperties: fetchedEntity?.structuredProperties,
+        siblingStructuredProperties: fetchedSiblingEntity?.structuredProperties,
     };
     const lineageConfig = entityRegistry.getLineageVizConfig(entityAndType.type, entityAndType.entity);
     let updatedLineageConfig = { ...lineageConfig };
diff --git a/datahub-web-react/src/app/preview/DefaultPreviewCard.tsx b/datahub-web-react/src/app/preview/DefaultPreviewCard.tsx
index 0d5cfaaf42b9a3..4c8948a6664e07 100644
--- a/datahub-web-react/src/app/preview/DefaultPreviewCard.tsx
+++ b/datahub-web-react/src/app/preview/DefaultPreviewCard.tsx
@@ -37,6 +37,8 @@ import { DataProductLink } from '../shared/tags/DataProductLink';
 import { EntityHealth } from '../entity/shared/containers/profile/header/EntityHealth';
 import SearchTextHighlighter from '../search/matches/SearchTextHighlighter';
 import { getUniqueOwners } from './utils';
+import StructuredPropertyBadge from '../entity/shared/containers/profile/header/StructuredPropertyBadge';
+import { usePreviewData } from '../entity/shared/PreviewContext';
 
 const PreviewContainer = styled.div`
     display: flex;
@@ -245,6 +247,7 @@ export default function DefaultPreviewCard({
     // sometimes these lists will be rendered inside an entity container (for example, in the case of impact analysis)
     // in those cases, we may want to enrich the preview w/ context about the container entity
     const { entityData } = useEntityData();
+    const previewData = usePreviewData();
     const insightViews: Array<ReactNode> = [
         ...(insights?.map((insight) => (
             <>
@@ -305,6 +308,7 @@ export default function DefaultPreviewCard({
                             <DeprecationPill deprecation={deprecation} urn="" showUndeprecate={false} />
                         )}
                         {health && health.length > 0 ? <EntityHealth baseUrl={url} health={health} /> : null}
+                        <StructuredPropertyBadge structuredProperties={previewData?.structuredProperties} />
                         {externalUrl && (
                             <ExternalUrlButton
                                 externalUrl={externalUrl}
diff --git a/datahub-web-react/src/app/shared/sidebar/EmptySectionText.tsx b/datahub-web-react/src/app/shared/sidebar/EmptySectionText.tsx
new file mode 100644
index 00000000000000..10236261fd5777
--- /dev/null
+++ b/datahub-web-react/src/app/shared/sidebar/EmptySectionText.tsx
@@ -0,0 +1,20 @@
+import React from 'react';
+import styled from 'styled-components';
+import { Typography } from 'antd';
+
+const EmptyContentMessage = styled(Typography.Text)`
+    font-size: 12px;
+    font-weight: 400;
+    color: #56668e;
+    opacity: 0.5;
+`;
+
+type Props = {
+    message: string;
+};
+
+const EmptySectionText = ({ message }: Props) => {
+    return <EmptyContentMessage type="secondary">{message}.</EmptyContentMessage>;
+};
+
+export default EmptySectionText;
diff --git a/datahub-web-react/src/utils/test-utils/TestPageContainer.tsx b/datahub-web-react/src/utils/test-utils/TestPageContainer.tsx
index eaca969bb524eb..f03fc3b43f320f 100644
--- a/datahub-web-react/src/utils/test-utils/TestPageContainer.tsx
+++ b/datahub-web-react/src/utils/test-utils/TestPageContainer.tsx
@@ -26,6 +26,7 @@ import { DataPlatformEntity } from '../../app/entity/dataPlatform/DataPlatformEn
 import { ContainerEntity } from '../../app/entity/container/ContainerEntity';
 import AppConfigProvider from '../../AppConfigProvider';
 import { BusinessAttributeEntity } from '../../app/entity/businessAttribute/BusinessAttributeEntity';
+import { SchemaFieldPropertiesEntity } from '../../app/entity/schemaField/SchemaFieldPropertiesEntity';
 
 type Props = {
     children: React.ReactNode;
@@ -49,6 +50,7 @@ export function getTestEntityRegistry() {
     entityRegistry.register(new DataPlatformEntity());
     entityRegistry.register(new ContainerEntity());
     entityRegistry.register(new BusinessAttributeEntity());
+    entityRegistry.register(new SchemaFieldPropertiesEntity());
     return entityRegistry;
 }
 
diff --git a/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java b/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java
index 1b12f540badfb8..612f923d5d68b7 100644
--- a/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java
+++ b/entity-registry/src/main/java/com/linkedin/metadata/models/StructuredPropertyUtils.java
@@ -395,7 +395,8 @@ public static boolean validatePropertySettings(
     if (settings.isIsHidden()) {
       if (settings.isShowInSearchFilters()
           || settings.isShowInAssetSummary()
-          || settings.isShowAsAssetBadge()) {
+          || settings.isShowAsAssetBadge()
+          || settings.isShowInColumnsTable()) {
         if (shouldThrow) {
           throw new IllegalArgumentException(INVALID_SETTINGS_MESSAGE);
         } else {

From a5ce2dba87ca1cc11fef6ffd6ddacbd51e9a05ab Mon Sep 17 00:00:00 2001
From: Maggie Hays <maggiem.hays@gmail.com>
Date: Wed, 11 Dec 2024 20:13:33 -0600
Subject: [PATCH 42/54] docs(champions): Update directory of DH Champions
 (#12089)

Co-authored-by: Hyejin Yoon <0327jane@gmail.com>
---
 docs-website/src/pages/champions/index.js | 292 ++++------------------
 1 file changed, 49 insertions(+), 243 deletions(-)

diff --git a/docs-website/src/pages/champions/index.js b/docs-website/src/pages/champions/index.js
index 79ecf915e174d0..6fd938344bbe1f 100644
--- a/docs-website/src/pages/champions/index.js
+++ b/docs-website/src/pages/champions/index.js
@@ -10,240 +10,108 @@ const championSections = [
   {
     people: [
       {
-        name: "Siladitya Chakraborty",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/siladitya_chakraborty.jpeg",
-        position: "Data Engineer, Adevinta",
-        bio: (
-          <>
-            <p>
-              Submiitted 6 pull requests including improvements on graphQL and search API.
-            </p>
-          </>
-        ),
-        social: {
-          linkedin: "https://www.linkedin.com/in/aditya-0bab9a84/",
-          github: "https://github.com/siladitya2",
-        },
-        location: "Barcelona, Spain"
-      },
-      {
-        name: "Sergio Gómez Villamor",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/champ-img/imgs/datahub-champions/sergio_gomez_villamor.jpg",
-        position: "Tech Lead, Adevinta",
-        bio: (
-          <>
-            <p>
-            Submitted 26 pull requests and raised 4 issues, also featured in "Humans of DataHub."
-            </p>
-          </>
-        ),
-        social: {
-          linkedin: "https://www.linkedin.com/in/sgomezvillamor/",
-          github: "https://github.com/sgomezvillamor/",
-          },
-        location: "Barcelona,Spain"
-        },
-      {
-        name: "Amanda Ng",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/amanda-ng.png",
-        position: "Lead Software Engineer, Grab",
+        name: "Patrick Braz",
+        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/patrick-franco-braz.jpeg",
+        position: "Data Engineering Specialist, Grupo Boticário",
         bio: (
-          <>
-            <p>
-            Submitted 9 pull requests and shared Grab's experience adopting and implementing DataHub during the October 2022 Town Hall.
-            </p>
-          </>
-        ),
-        social: {
-          linkedin: "https://sg.linkedin.com/in/amandang19",
-          github: "https://github.com/ngamanda",
-          web: "https://ngamanda.com/",
-          },
-        location: "Singapore"
-        },
-        {
-          name: "Patrick Braz",
-          image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/patrick-franco-braz.jpeg",
-          position: "Data Engineering Specialist, Grupo Boticário",
-          bio: (
             <>
               <p>
-              Submitted 16 pull requests and 3 issues and regularly provided guidance to Community Members in Slack channels.
+              Submitted 16 pull requests and 3 issues and regularly provides guidance to Community Members in Slack channels.
               </p>
             </>
-          ),
-          social: {
+        ),
+        social: {
             linkedin: "https://www.linkedin.com/in/patrick-franco-braz/",
             github: "https://github.com/PatrickfBraz",
-            },
-          location: "Rio de Janeiro, Brazil"
-        },
-        {
-          name: "Steve Pham",
-          image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/cuong-pham.jpeg",
-          bio: (
-            <>
-              <p>
-              Submitted 4 pull requests and reliably provided direction to Community Members across all support channels in Slack.
-              </p>
-            </>
-          ),
-          social: {
-            },
-        },
-        {
-          name: "Piotr Skrydalewicz",
-          image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/initials/ps_white.jpg",
-          position: "Data Engineer",
-          bio: (
-            <>
-              <p>
-                Contributed 5 commits in 2022 to the main DataHub Project and Helm repositories, including Stateful Ingestion support for Presto-on-Hive.
-              </p>
-            </>
-          ),
-          social: {
-            linkedin: "https://www.linkedin.com/in/skrydal",
-          },
-          location: "Lodz, Poland"
-        },
-      {
-        name: "Harvey Li",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/initials/hl_black.jpg",
-        position: "Lead Data Engineer, Grab",
-        bio: (
-          <>
-            <p>
-            Shared Grab's experience adopting and implementing DataHub during the October 2022 Town Hall and featured in Humans of DataHub.
-            </p>
-          </>
-        ),        
-        social: {
-          linkedin: "https://www.linkedin.com/in/li-haihui",
-          github: "https://github.com/HarveyLeo",
-          },
-        location: "Singapore"
         },
+        location: "Rio de Janeiro, Brazil"
+      },
       {
-        name: "Fredrik Sannholm",
-        position: "Wolt",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/initials/fs_black.jpg",
+        name: "Mike Burke",
+        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/mb.jpg",
         position: "",
         bio: (
           <>
             <p>
-            Drove DataHub adoption at Wolt and featured in Humans of DataHub.           
-            </p>
+            Regularly provides support to Community Members and amplifies DataHub across his network.
+           </p>
           </>
-        ),        
+        ),
         social: {
           },
-        location: "Finland"
-        },
-        {
-          name: "Scott Maciej",
-          position: "Optum",
-          image: "https://raw.githubusercontent.com/datahub-project/static-assets/champ-img/imgs/datahub-champions/initials/sm.jpg",
-          bio: (
-            <>
-              <p>
-              Drove DataHub's adaptation and implementation at Optum.
-              </p>
-            </>
-          ),
-          social: {
-            linkedin: "https://www.linkedin.com/in/scottmaciej/",
-            github: "https://github.com/sgm44",
-            web: "https://www.badhabitbeer.com/",
-            },
-          location: "USA"
       },
       {
-        name: "Tim Bossenmaier",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/champ-img/imgs/datahub-champions/tim_bossenmaier.jpeg",
-        position: "Data & Software Engineer, Cloudflight",
+        name: "Siladitya Chakraborty",
+        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/siladitya_chakraborty.jpeg",
+        position: "Data Engineer, Adevinta",
         bio: (
           <>
             <p>
-            Reliably provides direction to community members and submitted 5 pull request, including improvements to Athena ingestion (support for nested schemas) and the REST emitter. 
+              Submitted 16 pull requests including improvements on graphQL and search API.
             </p>
           </>
         ),
         social: {
-          linkedin: "https://www.linkedin.com/in/tim-bossenmaier/",
-          github: "https://github.com/bossenti",
-          },
-        location: "Innsbruck, Austria"
+          linkedin: "https://www.linkedin.com/in/aditya-0bab9a84/",
+          github: "https://github.com/siladitya2",
         },
+        location: "Barcelona, Spain"
+      },
       {
-        name: "Nikola Kasev",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/champ-img/imgs/datahub-champions/nikola_kasev.jpeg",
-        position: "Data Engineer, KPN",
+        name: "Tim Drahn",
+        position: "Optum",
+        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/td.jpg",
+        position: "Solution Architect, Optum Technologies",
         bio: (
           <>
             <p>
-            Reliably provided direction to Community Members across all support channels in Slack.
+            Submitted 2 pull requests and 1 issue while reliably providing direction to Community Members across all support channels in Slack.
             </p>
           </>
         ),
         social: {
-          linkedin: "https://www.linkedin.com/in/nikolakasev",
-          github: "https://github.com/nikolakasev",
+          linkedin: "https://www.linkedin.com/in/tim-drahn-a873532b/",
+          github: "https://github.com/tkdrahn",
           },
-        location: "Haarlem, Noord-holland"
-        },
+        location: "MA, USA"
+      },
       {
-        name: "Nidhin Nandhakumar",
-        position: "Coursera",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/nn.jpg",
+        name: "Steve Pham",
+        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/data-practitioners-guild/cuong-pham.jpeg",
         bio: (
           <>
             <p>
-              Drove DataHub's adaptation and implementation on Coursera.
+            Submitted 4 pull requests and reliably provided direction to Community Members across all support channels in Slack.
             </p>
           </>
         ),
         social: {
           },
-        },
+      },
       {
-        name: "Wu Teng",
-        position: "CashApp",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/wt.jpg",
+        name: "David Schmidt",
+        image: "https://raw.githubusercontent.com/datahub-project/static-assets/refs/heads/main/imgs/datahub-champions/david_schmidt.jpeg",
+        position: "Data Engineer, inovex GmbH",
         bio: (
           <>
             <p>
-              Reliably provided direction to Community Members across all support channels in Slack.
-            </p>
+            Regularly provides support to Community Members in Slack, submitted 4 pull requests and 6 issies.
+           </p>
           </>
         ),
         social: {
+          linkedin: "https://www.linkedin.com/in/david-schmidt-de/",
+          github: "https://github.com/DSchmidtDev",
           },
-        location: "Australia"
       },
       {
-        name: "Felipe Gusmao",
-        position: "Zynga",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/fg.jpg",
-        bio: (
-          <>
-            <p>
-            Shared Zynga's experience adopting and implementing DataHub during the September 2023 Town Hall.
-            </p>
-          </>
-        ),
-        social: {
-          },
-        location: "Toronto, Canada"
-       },
-       {
         name: "Sudhakara ST",
         image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/ss.jpg",
         position: "Engineer, Zynga",
         bio: (
           <>
             <p>
-            Reliably provided direction to Community Members across all support channels in Slack and shared Zynga's experience adopting and implementing DataHub during the September 2023 Town Hall.
+            Reliably provides direction to Community Members across all support channels in Slack and shared Zynga's experience adopting and implementing DataHub during the September 2023 Town Hall.
            </p>
           </>
         ),
@@ -253,83 +121,21 @@ const championSections = [
         location: "Bengaluru, India"
       },
       {
-        name: "Bobbie-Jean Nowak",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/bn.jpg",
-        position: "Technical Product Manager,	Optum ",
-        bio: (
-          <>
-            <p>
-            Drove DataHub's adaptation and implementation at Optum.
-            </p>
-          </>
-        ),
-        social: {
-          linkedin: "https://www.linkedin.com/in/bobbie-jean-nowak-a0076b77/",
-          },
-        location: "Minnesota, USA"
-      },
-      {
-        name: "Dima Korendovych",
-        position: "Optum",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/dk.jpg",
-        bio: (
-          <>
-            <p>
-            Drove DataHub's adaptation and implementation at Optum.
-            </p>
-          </>
-        ),
-        social: {
-          },
-        location: "USA"
-      },
-      {
-        name: "Tim Drahn",
-        position: "Optum",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/td.jpg",
-        position: "Solution Architect, Optum Technologies",
-        bio: (
-          <>
-            <p>
-            Submitted 2 pull requests and 1 issue while reliably providing direction to Community Members across all support channels in Slack.
-            </p>
-          </>
-        ),
-        social: {
-          linkedin: "https://www.linkedin.com/in/tim-drahn-a873532b/",
-          github: "https://github.com/tkdrahn",
-          },
-        location: "MA, USA"
-      },
-      {
-        name: "Kate Koy",
-        position: "Optum",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/kk.jpg",
-        bio: (
-          <>
-            <p>
-            Drove DataHub's adaptation and implementation at Optum.
-            </p>
-          </>
-        ),
-        social: {
-          },
-        location: "USA"
-      },
-      {
-        name: "Anjali Arora",
-        position: "Optum",
-        image: "https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/datahub-champions/initials/aa.jpg",
+        name: "Tim Bossenmaier",
+        image: "https://raw.githubusercontent.com/datahub-project/static-assets/champ-img/imgs/datahub-champions/tim_bossenmaier.jpeg",
+        position: "Data & Software Engineer, Cloudflight",
         bio: (
           <>
             <p>
-            Drove DataHub's adaptation and implementation at Optum.
+            Reliably provides direction to community members and submitted 9 pull request, including improvements to Athena ingestion (support for nested schemas) and the REST emitter. 
             </p>
           </>
         ),
         social: {
+          linkedin: "https://www.linkedin.com/in/tim-bossenmaier/",
+          github: "https://github.com/bossenti",
           },
-          location: "USA"
+        location: "Innsbruck, Austria"
       },
       {
         name: "Raj Tekal",

From 84de42d718ee52be17e77f04bb4ae0df6cd1d2f6 Mon Sep 17 00:00:00 2001
From: Mayuri Nehate <33225191+mayurinehate@users.noreply.github.com>
Date: Thu, 12 Dec 2024 12:04:06 +0530
Subject: [PATCH 43/54] feat(ingest/snowflake): ingest secure, dynamic, hybrid
 table metadata (#12094)

---
 .../source/snowflake/snowflake_query.py       |  8 ++++++--
 .../source/snowflake/snowflake_report.py      |  1 +
 .../source/snowflake/snowflake_schema.py      | 12 ++++++++++++
 .../source/snowflake/snowflake_schema_gen.py  | 19 +++++++++++++++++--
 4 files changed, 36 insertions(+), 4 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py
index bb5d0636f67123..99790de529ac3a 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_query.py
@@ -129,7 +129,9 @@ def tables_for_database(db_name: Optional[str]) -> str:
         row_count AS "ROW_COUNT",
         bytes AS "BYTES",
         clustering_key AS "CLUSTERING_KEY",
-        auto_clustering_on AS "AUTO_CLUSTERING_ON"
+        auto_clustering_on AS "AUTO_CLUSTERING_ON",
+        is_dynamic AS "IS_DYNAMIC",
+        is_iceberg AS "IS_ICEBERG"
         FROM {db_clause}information_schema.tables t
         WHERE table_schema != 'INFORMATION_SCHEMA'
         and table_type in ( 'BASE TABLE', 'EXTERNAL TABLE', 'HYBRID TABLE')
@@ -149,7 +151,9 @@ def tables_for_schema(schema_name: str, db_name: Optional[str]) -> str:
         row_count AS "ROW_COUNT",
         bytes AS "BYTES",
         clustering_key AS "CLUSTERING_KEY",
-        auto_clustering_on AS "AUTO_CLUSTERING_ON"
+        auto_clustering_on AS "AUTO_CLUSTERING_ON",
+        is_dynamic AS "IS_DYNAMIC",
+        is_iceberg AS "IS_ICEBERG"
         FROM {db_clause}information_schema.tables t
         where table_schema='{schema_name}'
         and table_type in ('BASE TABLE', 'EXTERNAL TABLE', 'HYBRID TABLE')
diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_report.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_report.py
index b5f56f99431f91..030b2d43be81f9 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_report.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_report.py
@@ -113,6 +113,7 @@ class SnowflakeV2Report(
     external_lineage_queries_secs: float = -1
     num_tables_with_known_upstreams: int = 0
     num_upstream_lineage_edge_parsing_failed: int = 0
+    num_secure_views_missing_definition: int = 0
 
     data_dictionary_cache: Optional["SnowflakeDataDictionary"] = None
 
diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema.py
index 600292c2c99429..5a69b4bb779d72 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema.py
@@ -90,6 +90,12 @@ class SnowflakeTable(BaseTable):
     foreign_keys: List[SnowflakeFK] = field(default_factory=list)
     tags: Optional[List[SnowflakeTag]] = None
     column_tags: Dict[str, List[SnowflakeTag]] = field(default_factory=dict)
+    is_dynamic: bool = False
+    is_iceberg: bool = False
+
+    @property
+    def is_hybrid(self) -> bool:
+        return self.type is not None and self.type == "HYBRID TABLE"
 
 
 @dataclass
@@ -98,6 +104,7 @@ class SnowflakeView(BaseView):
     columns: List[SnowflakeColumn] = field(default_factory=list)
     tags: Optional[List[SnowflakeTag]] = None
     column_tags: Dict[str, List[SnowflakeTag]] = field(default_factory=dict)
+    is_secure: bool = False
 
 
 @dataclass
@@ -289,6 +296,8 @@ def get_tables_for_database(
                     rows_count=table["ROW_COUNT"],
                     comment=table["COMMENT"],
                     clustering_key=table["CLUSTERING_KEY"],
+                    is_dynamic=table.get("IS_DYNAMIC", "NO").upper() == "YES",
+                    is_iceberg=table.get("IS_ICEBERG", "NO").upper() == "YES",
                 )
             )
         return tables
@@ -313,6 +322,8 @@ def get_tables_for_schema(
                     rows_count=table["ROW_COUNT"],
                     comment=table["COMMENT"],
                     clustering_key=table["CLUSTERING_KEY"],
+                    is_dynamic=table.get("IS_DYNAMIC", "NO").upper() == "YES",
+                    is_iceberg=table.get("IS_ICEBERG", "NO").upper() == "YES",
                 )
             )
         return tables
@@ -356,6 +367,7 @@ def get_views_for_database(self, db_name: str) -> Dict[str, List[SnowflakeView]]
                         materialized=(
                             view.get("is_materialized", "false").lower() == "true"
                         ),
+                        is_secure=(view.get("is_secure", "false").lower() == "true"),
                     )
                 )
 
diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py
index 2bd8e8017f5492..4ceeb8560c1758 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py
@@ -431,6 +431,8 @@ def _process_schema(
                             default_db=db_name,
                             default_schema=schema_name,
                         )
+                    elif view.is_secure:
+                        self.report.num_secure_views_missing_definition += 1
 
             if self.config.include_technical_schema:
                 for view in views:
@@ -749,8 +751,21 @@ def get_dataset_properties(
     ) -> DatasetProperties:
         custom_properties = {}
 
-        if isinstance(table, SnowflakeTable) and table.clustering_key:
-            custom_properties["CLUSTERING_KEY"] = table.clustering_key
+        if isinstance(table, SnowflakeTable):
+            if table.clustering_key:
+                custom_properties["CLUSTERING_KEY"] = table.clustering_key
+
+            if table.is_hybrid:
+                custom_properties["IS_HYBRID"] = "true"
+
+            if table.is_dynamic:
+                custom_properties["IS_DYNAMIC"] = "true"
+
+            if table.is_iceberg:
+                custom_properties["IS_ICEBERG"] = "true"
+
+        if isinstance(table, SnowflakeView) and table.is_secure:
+            custom_properties["IS_SECURE"] = "true"
 
         return DatasetProperties(
             name=table.name,

From 7339848f3e8890f05746112df77db59164efbed0 Mon Sep 17 00:00:00 2001
From: Jorrick Sleijster <jorricks3@gmail.com>
Date: Thu, 12 Dec 2024 10:20:08 +0100
Subject: [PATCH 44/54] feat(spark):OpenLineage 1.25.0 (#12041)

---
 build.gradle | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/build.gradle b/build.gradle
index be4d7ee8a562b9..3df3ffe6abfbb8 100644
--- a/build.gradle
+++ b/build.gradle
@@ -57,7 +57,7 @@ buildscript {
   ext.hazelcastVersion = '5.3.6'
   ext.ebeanVersion = '15.5.2'
   ext.googleJavaFormatVersion = '1.18.1'
-  ext.openLineageVersion = '1.24.2'
+  ext.openLineageVersion = '1.25.0'
   ext.logbackClassicJava8 = '1.2.12'
 
   ext.docker_registry = 'acryldata'

From 3ae82f6b49b15cebe8e6351270943d765a9cda60 Mon Sep 17 00:00:00 2001
From: Mayuri Nehate <33225191+mayurinehate@users.noreply.github.com>
Date: Thu, 12 Dec 2024 15:24:35 +0530
Subject: [PATCH 45/54] fix(ingest): always resolve platform for browse path v2
 (#12045)

---
 metadata-ingestion/src/datahub/ingestion/api/source.py      | 6 +++++-
 .../ingestion/source/state/redundant_run_skip_handler.py    | 2 +-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/api/source.py b/metadata-ingestion/src/datahub/ingestion/api/source.py
index 586b1c610dc756..c80da04e481a9f 100644
--- a/metadata-ingestion/src/datahub/ingestion/api/source.py
+++ b/metadata-ingestion/src/datahub/ingestion/api/source.py
@@ -492,11 +492,15 @@ def close(self) -> None:
 
     def _infer_platform(self) -> Optional[str]:
         config = self.get_config()
-        return (
+        platform = (
             getattr(config, "platform_name", None)
             or getattr(self, "platform", None)
             or getattr(config, "platform", None)
         )
+        if platform is None and hasattr(self, "get_platform_id"):
+            platform = type(self).get_platform_id()
+
+        return platform
 
     def _get_browse_path_processor(self, dry_run: bool) -> MetadataWorkUnitProcessor:
         config = self.get_config()
diff --git a/metadata-ingestion/src/datahub/ingestion/source/state/redundant_run_skip_handler.py b/metadata-ingestion/src/datahub/ingestion/source/state/redundant_run_skip_handler.py
index a2e078f233f1d4..8630a959d3f6a3 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/state/redundant_run_skip_handler.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/state/redundant_run_skip_handler.py
@@ -69,7 +69,7 @@ def _init_job_id(self) -> JobId:
         platform: Optional[str] = None
         source_class = type(self.source)
         if hasattr(source_class, "get_platform_name"):
-            platform = source_class.get_platform_name()  # type: ignore
+            platform = source_class.get_platform_name()
 
         # Default name for everything else
         job_name_suffix = self.get_job_name_suffix()

From 9a7f98cd050eb5ee2f2a9ba58dbf8bb3f4a45c54 Mon Sep 17 00:00:00 2001
From: Aseem Bansal <asmbansal2@gmail.com>
Date: Thu, 12 Dec 2024 15:29:00 +0530
Subject: [PATCH 46/54] fix(ingest/sdk): report recipe correctly (#12101)

---
 metadata-ingestion/sink_docs/metadata-file.md               | 4 ++--
 .../reporting/datahub_ingestion_run_summary_provider.py     | 4 ++--
 metadata-ingestion/src/datahub/ingestion/run/pipeline.py    | 2 +-
 .../src/datahub/ingestion/run/pipeline_config.py            | 6 ++++++
 4 files changed, 11 insertions(+), 5 deletions(-)

diff --git a/metadata-ingestion/sink_docs/metadata-file.md b/metadata-ingestion/sink_docs/metadata-file.md
index 7cac8d55422438..49ca3c75397af4 100644
--- a/metadata-ingestion/sink_docs/metadata-file.md
+++ b/metadata-ingestion/sink_docs/metadata-file.md
@@ -25,7 +25,7 @@ source:
 sink:
   type: file
   config:
-    filename: ./path/to/mce/file.json
+    path: ./path/to/mce/file.json
 ```
 
 ## Config details
@@ -34,4 +34,4 @@ Note that a `.` is used to denote nested fields in the YAML recipe.
 
 | Field    | Required | Default | Description               |
 | -------- | -------- | ------- | ------------------------- |
-| filename | ✅       |         | Path to file to write to. |
+| path     | ✅       |         | Path to file to write to. |
diff --git a/metadata-ingestion/src/datahub/ingestion/reporting/datahub_ingestion_run_summary_provider.py b/metadata-ingestion/src/datahub/ingestion/reporting/datahub_ingestion_run_summary_provider.py
index 5961a553a14943..28def68ccf3f55 100644
--- a/metadata-ingestion/src/datahub/ingestion/reporting/datahub_ingestion_run_summary_provider.py
+++ b/metadata-ingestion/src/datahub/ingestion/reporting/datahub_ingestion_run_summary_provider.py
@@ -148,10 +148,10 @@ def __init__(self, sink: Sink, report_recipe: bool, ctx: PipelineContext) -> Non
 
     def _get_recipe_to_report(self, ctx: PipelineContext) -> str:
         assert ctx.pipeline_config
-        if not self.report_recipe or not ctx.pipeline_config._raw_dict:
+        if not self.report_recipe or not ctx.pipeline_config.get_raw_dict():
             return ""
         else:
-            return json.dumps(redact_raw_config(ctx.pipeline_config._raw_dict))
+            return json.dumps(redact_raw_config(ctx.pipeline_config.get_raw_dict()))
 
     def _emit_aspect(self, entity_urn: Urn, aspect_value: _Aspect) -> None:
         self.sink.write_record_async(
diff --git a/metadata-ingestion/src/datahub/ingestion/run/pipeline.py b/metadata-ingestion/src/datahub/ingestion/run/pipeline.py
index 667129ff83584a..ee1c1608cd48c6 100644
--- a/metadata-ingestion/src/datahub/ingestion/run/pipeline.py
+++ b/metadata-ingestion/src/datahub/ingestion/run/pipeline.py
@@ -221,7 +221,7 @@ def __init__(
         dry_run: bool = False,
         preview_mode: bool = False,
         preview_workunits: int = 10,
-        report_to: Optional[str] = None,
+        report_to: Optional[str] = "datahub",
         no_progress: bool = False,
     ):
         self.config = config
diff --git a/metadata-ingestion/src/datahub/ingestion/run/pipeline_config.py b/metadata-ingestion/src/datahub/ingestion/run/pipeline_config.py
index 2b2f992249f1e8..7a4e7ec52a8e96 100644
--- a/metadata-ingestion/src/datahub/ingestion/run/pipeline_config.py
+++ b/metadata-ingestion/src/datahub/ingestion/run/pipeline_config.py
@@ -117,3 +117,9 @@ def from_dict(
         config = cls.parse_obj(resolved_dict)
         config._raw_dict = raw_dict
         return config
+
+    def get_raw_dict(self) -> Dict:
+        result = self._raw_dict
+        if result is None:
+            result = self.dict()
+        return result

From 16a5db1f0c337cbce91cfe96255a41a8c113e6e9 Mon Sep 17 00:00:00 2001
From: Aseem Bansal <asmbansal2@gmail.com>
Date: Thu, 12 Dec 2024 15:29:40 +0530
Subject: [PATCH 47/54] feat(cli): add --workers arg in delete command (#12102)

---
 .../src/datahub/cli/delete_cli.py             | 86 ++++++++++++++-----
 1 file changed, 66 insertions(+), 20 deletions(-)

diff --git a/metadata-ingestion/src/datahub/cli/delete_cli.py b/metadata-ingestion/src/datahub/cli/delete_cli.py
index a640f941b75276..1a75459a92c5cf 100644
--- a/metadata-ingestion/src/datahub/cli/delete_cli.py
+++ b/metadata-ingestion/src/datahub/cli/delete_cli.py
@@ -1,4 +1,5 @@
 import logging
+from concurrent.futures import ThreadPoolExecutor, as_completed
 from dataclasses import dataclass
 from datetime import datetime
 from random import choices
@@ -345,6 +346,9 @@ def undo_by_filter(
     default=False,
     help="Only delete soft-deleted entities, for hard deletion",
 )
+@click.option(
+    "--workers", type=int, default=1, help="Num of workers to use for deletion."
+)
 @upgrade.check_upgrade
 @telemetry.with_telemetry()
 def by_filter(
@@ -362,6 +366,7 @@ def by_filter(
     batch_size: int,
     dry_run: bool,
     only_soft_deleted: bool,
+    workers: int = 1,
 ) -> None:
     """Delete metadata from datahub using a single urn or a combination of filters."""
 
@@ -382,16 +387,19 @@ def by_filter(
     # TODO: add some validation on entity_type
 
     if not force and not soft and not dry_run:
+        message = (
+            "Hard deletion will permanently delete data from DataHub and can be slow. "
+            "We generally recommend using soft deletes instead. "
+            "Do you want to continue?"
+        )
         if only_soft_deleted:
             click.confirm(
-                "This will permanently delete data from DataHub. Do you want to continue?",
+                message,
                 abort=True,
             )
         else:
             click.confirm(
-                "Hard deletion will permanently delete data from DataHub and can be slow. "
-                "We generally recommend using soft deletes instead. "
-                "Do you want to continue?",
+                message,
                 abort=True,
             )
 
@@ -462,26 +470,64 @@ def by_filter(
                 abort=True,
             )
 
-    urns_iter = urns
-    if not delete_by_urn and not dry_run:
-        urns_iter = progressbar.progressbar(urns, redirect_stdout=True)
+    _delete_urns_parallel(
+        graph=graph,
+        urns=urns,
+        aspect_name=aspect,
+        soft=soft,
+        dry_run=dry_run,
+        delete_by_urn=delete_by_urn,
+        start_time=start_time,
+        end_time=end_time,
+        workers=workers,
+    )
+
 
-    # Run the deletion.
+def _delete_urns_parallel(
+    graph: DataHubGraph,
+    urns: List[str],
+    delete_by_urn: bool,
+    start_time: Optional[datetime],
+    end_time: Optional[datetime],
+    aspect_name: Optional[str] = None,
+    soft: bool = True,
+    dry_run: bool = False,
+    workers: int = 1,
+) -> None:
     deletion_result = DeletionResult()
-    with PerfTimer() as timer:
-        for urn in urns_iter:
-            one_result = _delete_one_urn(
-                graph=graph,
-                urn=urn,
-                aspect_name=aspect,
-                soft=soft,
-                dry_run=dry_run,
-                start_time=start_time,
-                end_time=end_time,
+
+    def process_urn(urn):
+        return _delete_one_urn(
+            graph=graph,
+            urn=urn,
+            aspect_name=aspect_name,
+            soft=soft,
+            dry_run=dry_run,
+            start_time=start_time,
+            end_time=end_time,
+        )
+
+    with PerfTimer() as timer, ThreadPoolExecutor(max_workers=workers) as executor:
+        future_to_urn = {executor.submit(process_urn, urn): urn for urn in urns}
+
+        completed_futures = as_completed(future_to_urn)
+        if not delete_by_urn and not dry_run:
+            futures_iter = progressbar.progressbar(
+                as_completed(future_to_urn),
+                max_value=len(future_to_urn),
+                redirect_stdout=True,
             )
-            deletion_result.merge(one_result)
+        else:
+            futures_iter = completed_futures
+
+        for future in futures_iter:
+            try:
+                one_result = future.result()
+                deletion_result.merge(one_result)
+            except Exception as e:
+                urn = future_to_urn[future]
+                click.secho(f"Error processing URN {urn}: {e}", fg="red")
 
-    # Report out a summary of the deletion result.
     click.echo(
         deletion_result.format_message(
             dry_run=dry_run, soft=soft, time_sec=timer.elapsed_seconds()

From 93c8ae2267a6df9d5b068b3f542198a0ca6b4351 Mon Sep 17 00:00:00 2001
From: Harshal Sheth <hsheth2@gmail.com>
Date: Thu, 12 Dec 2024 05:01:32 -0500
Subject: [PATCH 48/54] fix(ingest/snowflake): handle dots in snowflake table
 names (#12105)

---
 .../source/snowflake/snowflake_utils.py       | 50 +++++++++++++++++--
 .../src/datahub/testing/doctest.py            | 12 +++++
 .../tests/integration/git/test_git_clone.py   | 14 ++----
 .../unit/sagemaker/test_sagemaker_source.py   | 17 ++-----
 .../unit/snowflake/test_snowflake_source.py   |  6 +++
 .../tests/unit/test_dbt_source.py             |  4 +-
 .../tests/unit/utilities/test_utilities.py    | 14 ++----
 7 files changed, 77 insertions(+), 40 deletions(-)
 create mode 100644 metadata-ingestion/src/datahub/testing/doctest.py

diff --git a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_utils.py b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_utils.py
index 5e79530d2391b8..d8c3075bd921b9 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_utils.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_utils.py
@@ -1,6 +1,6 @@
 import abc
 from functools import cached_property
-from typing import ClassVar, Literal, Optional, Tuple
+from typing import ClassVar, List, Literal, Optional, Tuple
 
 from datahub.configuration.pattern_utils import is_schema_allowed
 from datahub.emitter.mce_builder import make_dataset_urn_with_platform_instance
@@ -184,6 +184,46 @@ def _is_sys_table(table_name: str) -> bool:
     return table_name.lower().startswith("sys$")
 
 
+def _split_qualified_name(qualified_name: str) -> List[str]:
+    """
+    Split a qualified name into its constituent parts.
+
+    >>> _split_qualified_name("db.my_schema.my_table")
+    ['db', 'my_schema', 'my_table']
+    >>> _split_qualified_name('"db"."my_schema"."my_table"')
+    ['db', 'my_schema', 'my_table']
+    >>> _split_qualified_name('TEST_DB.TEST_SCHEMA."TABLE.WITH.DOTS"')
+    ['TEST_DB', 'TEST_SCHEMA', 'TABLE.WITH.DOTS']
+    >>> _split_qualified_name('TEST_DB."SCHEMA.WITH.DOTS".MY_TABLE')
+    ['TEST_DB', 'SCHEMA.WITH.DOTS', 'MY_TABLE']
+    """
+
+    # Fast path - no quotes.
+    if '"' not in qualified_name:
+        return qualified_name.split(".")
+
+    # First pass - split on dots that are not inside quotes.
+    in_quote = False
+    parts: List[List[str]] = [[]]
+    for char in qualified_name:
+        if char == '"':
+            in_quote = not in_quote
+        elif char == "." and not in_quote:
+            parts.append([])
+        else:
+            parts[-1].append(char)
+
+    # Second pass - remove outer pairs of quotes.
+    result = []
+    for part in parts:
+        if len(part) > 2 and part[0] == '"' and part[-1] == '"':
+            part = part[1:-1]
+
+        result.append("".join(part))
+
+    return result
+
+
 # Qualified Object names from snowflake audit logs have quotes for for snowflake quoted identifiers,
 # For example "test-database"."test-schema".test_table
 # whereas we generate urns without quotes even for quoted identifiers for backward compatibility
@@ -192,7 +232,7 @@ def _is_sys_table(table_name: str) -> bool:
 def _cleanup_qualified_name(
     qualified_name: str, structured_reporter: SourceReport
 ) -> str:
-    name_parts = qualified_name.split(".")
+    name_parts = _split_qualified_name(qualified_name)
     if len(name_parts) != 3:
         if not _is_sys_table(qualified_name):
             structured_reporter.info(
@@ -203,9 +243,9 @@ def _cleanup_qualified_name(
             )
         return qualified_name.replace('"', "")
     return _combine_identifier_parts(
-        db_name=name_parts[0].strip('"'),
-        schema_name=name_parts[1].strip('"'),
-        table_name=name_parts[2].strip('"'),
+        db_name=name_parts[0],
+        schema_name=name_parts[1],
+        table_name=name_parts[2],
     )
 
 
diff --git a/metadata-ingestion/src/datahub/testing/doctest.py b/metadata-ingestion/src/datahub/testing/doctest.py
new file mode 100644
index 00000000000000..b89df5c65c7e1b
--- /dev/null
+++ b/metadata-ingestion/src/datahub/testing/doctest.py
@@ -0,0 +1,12 @@
+import doctest
+from types import ModuleType
+
+
+def assert_doctest(module: ModuleType) -> None:
+    result = doctest.testmod(
+        module,
+        raise_on_error=True,
+        verbose=True,
+    )
+    if result.attempted == 0:
+        raise ValueError(f"No doctests found in {module.__name__}")
diff --git a/metadata-ingestion/tests/integration/git/test_git_clone.py b/metadata-ingestion/tests/integration/git/test_git_clone.py
index 773e84cbf7488b..60cf20fefcbdd1 100644
--- a/metadata-ingestion/tests/integration/git/test_git_clone.py
+++ b/metadata-ingestion/tests/integration/git/test_git_clone.py
@@ -1,12 +1,13 @@
-import doctest
 import os
 
 import pytest
 from pydantic import SecretStr
 
+import datahub.ingestion.source.git.git_import
 from datahub.configuration.common import ConfigurationWarning
 from datahub.configuration.git import GitInfo, GitReference
 from datahub.ingestion.source.git.git_import import GitClone
+from datahub.testing.doctest import assert_doctest
 
 LOOKML_TEST_SSH_KEY = os.environ.get("DATAHUB_LOOKML_GIT_TEST_SSH_KEY")
 
@@ -82,15 +83,8 @@ def test_github_branch():
     assert config.branch_for_clone == "main"
 
 
-def test_sanitize_repo_url():
-    import datahub.ingestion.source.git.git_import
-
-    assert (
-        doctest.testmod(
-            datahub.ingestion.source.git.git_import, raise_on_error=True
-        ).attempted
-        == 3
-    )
+def test_sanitize_repo_url() -> None:
+    assert_doctest(datahub.ingestion.source.git.git_import)
 
 
 def test_git_clone_public(tmp_path):
diff --git a/metadata-ingestion/tests/unit/sagemaker/test_sagemaker_source.py b/metadata-ingestion/tests/unit/sagemaker/test_sagemaker_source.py
index 138319feb3db67..c7a1fab068a838 100644
--- a/metadata-ingestion/tests/unit/sagemaker/test_sagemaker_source.py
+++ b/metadata-ingestion/tests/unit/sagemaker/test_sagemaker_source.py
@@ -3,6 +3,7 @@
 from botocore.stub import Stubber
 from freezegun import freeze_time
 
+import datahub.ingestion.source.aws.sagemaker_processors.models
 from datahub.ingestion.api.common import PipelineContext
 from datahub.ingestion.sink.file import write_metadata_file
 from datahub.ingestion.source.aws.sagemaker import (
@@ -13,6 +14,7 @@
     job_type_to_info,
     job_types,
 )
+from datahub.testing.doctest import assert_doctest
 from tests.test_helpers import mce_helpers
 from tests.unit.sagemaker.test_sagemaker_source_stubs import (
     describe_endpoint_response_1,
@@ -243,16 +245,5 @@ def test_sagemaker_ingest(tmp_path, pytestconfig):
     )
 
 
-def test_doc_test_run():
-    import doctest
-
-    import datahub.ingestion.source.aws.sagemaker_processors.models
-
-    assert (
-        doctest.testmod(
-            datahub.ingestion.source.aws.sagemaker_processors.models,
-            raise_on_error=True,
-            verbose=True,
-        ).attempted
-        == 1
-    )
+def test_doc_test_run() -> None:
+    assert_doctest(datahub.ingestion.source.aws.sagemaker_processors.models)
diff --git a/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py b/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py
index 3284baf103e5af..c735feb5396086 100644
--- a/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py
+++ b/metadata-ingestion/tests/unit/snowflake/test_snowflake_source.py
@@ -4,6 +4,7 @@
 import pytest
 from pydantic import ValidationError
 
+import datahub.ingestion.source.snowflake.snowflake_utils
 from datahub.configuration.common import AllowDenyPattern
 from datahub.configuration.pattern_utils import UUID_REGEX
 from datahub.ingestion.api.source import SourceCapability
@@ -26,6 +27,7 @@
 )
 from datahub.ingestion.source.snowflake.snowflake_utils import SnowsightUrlBuilder
 from datahub.ingestion.source.snowflake.snowflake_v2 import SnowflakeV2Source
+from datahub.testing.doctest import assert_doctest
 from tests.test_helpers import test_connection_helpers
 
 default_oauth_dict: Dict[str, Any] = {
@@ -658,3 +660,7 @@ def test_create_snowsight_base_url_ap_northeast_1():
     ).snowsight_base_url
 
     assert result == "https://app.snowflake.com/ap-northeast-1.aws/account_locator/"
+
+
+def test_snowflake_utils() -> None:
+    assert_doctest(datahub.ingestion.source.snowflake.snowflake_utils)
diff --git a/metadata-ingestion/tests/unit/test_dbt_source.py b/metadata-ingestion/tests/unit/test_dbt_source.py
index f0d4c3408271f7..0a869297837014 100644
--- a/metadata-ingestion/tests/unit/test_dbt_source.py
+++ b/metadata-ingestion/tests/unit/test_dbt_source.py
@@ -1,4 +1,3 @@
-import doctest
 from datetime import timedelta
 from typing import Dict, List, Union
 from unittest import mock
@@ -22,6 +21,7 @@
     OwnershipSourceTypeClass,
     OwnershipTypeClass,
 )
+from datahub.testing.doctest import assert_doctest
 
 
 def create_owners_list_from_urn_list(
@@ -442,7 +442,7 @@ def test_dbt_cloud_config_with_defined_metadata_endpoint():
 
 
 def test_infer_metadata_endpoint() -> None:
-    assert doctest.testmod(dbt_cloud, raise_on_error=True).attempted > 0
+    assert_doctest(dbt_cloud)
 
 
 def test_dbt_time_parsing() -> None:
diff --git a/metadata-ingestion/tests/unit/utilities/test_utilities.py b/metadata-ingestion/tests/unit/utilities/test_utilities.py
index 91819bff41e629..c333ceb136fffc 100644
--- a/metadata-ingestion/tests/unit/utilities/test_utilities.py
+++ b/metadata-ingestion/tests/unit/utilities/test_utilities.py
@@ -1,9 +1,10 @@
-import doctest
 import re
 from typing import List
 
+import datahub.utilities.logging_manager
 from datahub.sql_parsing.schema_resolver import SchemaResolver
 from datahub.sql_parsing.sqlglot_lineage import sqlglot_lineage
+from datahub.testing.doctest import assert_doctest
 from datahub.utilities.delayed_iter import delayed_iter
 from datahub.utilities.is_pytest import is_pytest_running
 from datahub.utilities.urns.dataset_urn import DatasetUrn
@@ -328,15 +329,8 @@ def test_sqllineage_sql_parser_tables_with_special_names():
     assert sorted(SqlLineageSQLParser(sql_query).get_columns()) == expected_columns
 
 
-def test_logging_name_extraction():
-    import datahub.utilities.logging_manager
-
-    assert (
-        doctest.testmod(
-            datahub.utilities.logging_manager, raise_on_error=True
-        ).attempted
-        > 0
-    )
+def test_logging_name_extraction() -> None:
+    assert_doctest(datahub.utilities.logging_manager)
 
 
 def test_is_pytest_running() -> None:

From 47bd4464a35747caefa8e712111340b071e167d7 Mon Sep 17 00:00:00 2001
From: sid-acryl <155424659+sid-acryl@users.noreply.github.com>
Date: Thu, 12 Dec 2024 15:31:50 +0530
Subject: [PATCH 49/54] fix(ingest/tableau): apply `page_size` regardless of
 object count (#12026)

---
 .../src/datahub/ingestion/source/tableau/tableau_common.py    | 1 -
 .../tests/integration/tableau/test_tableau_ingest.py          | 4 ++--
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau_common.py b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau_common.py
index ac917c5f128ed2..c5d14e0afe15a5 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau_common.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/tableau/tableau_common.py
@@ -979,7 +979,6 @@ def get_filter_pages(query_filter: dict, page_size: int) -> List[dict]:
         len(query_filter.keys()) == 1
         and query_filter.get(c.ID_WITH_IN)
         and isinstance(query_filter[c.ID_WITH_IN], list)
-        and len(query_filter[c.ID_WITH_IN]) > 100 * page_size
     ):
         ids = query_filter[c.ID_WITH_IN]
         filter_pages = [
diff --git a/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py b/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py
index 1665b1401a636a..5b557efdab0bb0 100644
--- a/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py
+++ b/metadata-ingestion/tests/integration/tableau/test_tableau_ingest.py
@@ -60,7 +60,7 @@
     "site": "acryl",
     "projects": ["default", "Project 2", "Samples"],
     "extract_project_hierarchy": False,
-    "page_size": 10,
+    "page_size": 1000,
     "ingest_tags": True,
     "ingest_owner": True,
     "ingest_tables_external": True,
@@ -673,7 +673,7 @@ def test_tableau_ingest_with_platform_instance(
         "site": "acryl",
         "platform_instance": "acryl_site1",
         "projects": ["default", "Project 2"],
-        "page_size": 10,
+        "page_size": 1000,
         "ingest_tags": True,
         "ingest_owner": True,
         "ingest_tables_external": True,

From c0b49a638fe2e4e3892f0be40c441f603ca510f9 Mon Sep 17 00:00:00 2001
From: Mayuri Nehate <33225191+mayurinehate@users.noreply.github.com>
Date: Thu, 12 Dec 2024 15:32:15 +0530
Subject: [PATCH 50/54] docs(ingest/snowflake): update permissions for dynamic
 tables (#12074)

---
 docs/quick-ingestion-guides/snowflake/setup.md             | 5 +++++
 metadata-ingestion/docs/sources/snowflake/snowflake_pre.md | 4 ++++
 2 files changed, 9 insertions(+)

diff --git a/docs/quick-ingestion-guides/snowflake/setup.md b/docs/quick-ingestion-guides/snowflake/setup.md
index af5f15492376b5..aaa9c67014814f 100644
--- a/docs/quick-ingestion-guides/snowflake/setup.md
+++ b/docs/quick-ingestion-guides/snowflake/setup.md
@@ -43,6 +43,8 @@ In order to configure ingestion from Snowflake, you'll first have to ensure you
    grant select on future external tables in database identifier($db_var) to role datahub_role;
    grant select on all views in database identifier($db_var) to role datahub_role;
    grant select on future views in database identifier($db_var) to role datahub_role;
+   grant select on all dynamic tables in database identifier($db_var) to role datahub_role;
+   grant select on future dynamic tables in database identifier($db_var) to role datahub_role;
 
    --  Grant access to view tables and views
    grant references on all tables in database identifier($db_var) to role datahub_role;
@@ -51,6 +53,9 @@ In order to configure ingestion from Snowflake, you'll first have to ensure you
    grant references on future external tables in database identifier($db_var) to role datahub_role;
    grant references on all views in database identifier($db_var) to role datahub_role;
    grant references on future views in database identifier($db_var) to role datahub_role;
+   --  Grant access to dynamic tables
+   grant monitor on all dynamic tables in database identifier($db_var) to role datahub_role;
+   grant monitor on future dynamic tables in database identifier($db_var) to role datahub_role;
 
    -- Assign privileges to extract lineage and usage statistics from Snowflake by executing the below query.
    grant imported privileges on database snowflake to role datahub_role;
diff --git a/metadata-ingestion/docs/sources/snowflake/snowflake_pre.md b/metadata-ingestion/docs/sources/snowflake/snowflake_pre.md
index 75bd579417a48f..4cfbc470e8c239 100644
--- a/metadata-ingestion/docs/sources/snowflake/snowflake_pre.md
+++ b/metadata-ingestion/docs/sources/snowflake/snowflake_pre.md
@@ -23,12 +23,16 @@ grant references on all external tables in database "<your-database>" to role da
 grant references on future external tables in database "<your-database>" to role datahub_role;
 grant references on all views in database "<your-database>" to role datahub_role;
 grant references on future views in database "<your-database>" to role datahub_role;
+grant monitor on all dynamic tables in database "<your-database>" to role datahub_role;
+grant monitor on future dynamic tables in database "<your-database>" to role datahub_role;
 
 // If you ARE using Snowflake Profiling or Classification feature: Grant select privileges to your tables
 grant select on all tables in database "<your-database>" to role datahub_role;
 grant select on future tables in database "<your-database>" to role datahub_role;
 grant select on all external tables in database "<your-database>" to role datahub_role;
 grant select on future external tables in database "<your-database>" to role datahub_role;
+grant select on all dynamic tables in database "<your-database>" to role datahub_role;
+grant select on future dynamic tables in database "<your-database>" to role datahub_role;
 
 // Create a new DataHub user and assign the DataHub role to it
 create user datahub_user display_name = 'DataHub' password='' default_role = datahub_role default_warehouse = '<your-warehouse>';

From 2ec9cb053696daf07b1abce1b8e1c3012f58d88d Mon Sep 17 00:00:00 2001
From: sid-acryl <155424659+sid-acryl@users.noreply.github.com>
Date: Thu, 12 Dec 2024 15:32:56 +0530
Subject: [PATCH 51/54] fix(ingestion/lookml): resolve CLL issue caused by
 column name casing. (#11876)

---
 .../source/looker/lookml_concept_context.py   |   3 +-
 .../ingestion/source/looker/view_upstream.py  |  95 +++--
 .../datahub/sql_parsing/schema_resolver.py    |  23 ++
 .../datahub/sql_parsing/sqlglot_lineage.py    |  61 ++-
 .../gms_schema_resolution/data.model.lkml     |   6 +
 .../top_10_employee_income_source.view.lkml   |  18 +
 .../lookml/gms_schema_resolution_golden.json  | 358 ++++++++++++++++++
 .../tests/integration/lookml/test_lookml.py   |  44 ++-
 .../unit/sql_parsing/test_schemaresolver.py   |  60 ++-
 9 files changed, 614 insertions(+), 54 deletions(-)
 create mode 100644 metadata-ingestion/tests/integration/lookml/gms_schema_resolution/data.model.lkml
 create mode 100644 metadata-ingestion/tests/integration/lookml/gms_schema_resolution/top_10_employee_income_source.view.lkml
 create mode 100644 metadata-ingestion/tests/integration/lookml/gms_schema_resolution_golden.json

diff --git a/metadata-ingestion/src/datahub/ingestion/source/looker/lookml_concept_context.py b/metadata-ingestion/src/datahub/ingestion/source/looker/lookml_concept_context.py
index 80be566cdcd468..103f4175a9ccff 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/looker/lookml_concept_context.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/looker/lookml_concept_context.py
@@ -88,8 +88,7 @@ def column_name_in_sql_attribute(self) -> List[str]:
         for upstream_field_match in re.finditer(r"\${TABLE}\.[\"]*([\.\w]+)", sql):
             matched_field = upstream_field_match.group(1)
             # Remove quotes from field names
-            matched_field = matched_field.replace('"', "").replace("`", "").lower()
-            column_names.append(matched_field)
+            column_names.append(matched_field.replace('"', "").replace("`", "").lower())
 
         return column_names
 
diff --git a/metadata-ingestion/src/datahub/ingestion/source/looker/view_upstream.py b/metadata-ingestion/src/datahub/ingestion/source/looker/view_upstream.py
index 8cec6f2607774e..971181e4300d69 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/looker/view_upstream.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/looker/view_upstream.py
@@ -25,11 +25,13 @@
     LookMLSourceReport,
 )
 from datahub.ingestion.source.looker.urn_functions import get_qualified_table_name
+from datahub.sql_parsing.schema_resolver import match_columns_to_schema
 from datahub.sql_parsing.sqlglot_lineage import (
     ColumnLineageInfo,
     ColumnRef,
     SqlParsingResult,
     Urn,
+    create_and_cache_schema_resolver,
     create_lineage_sql_parsed_result,
 )
 
@@ -200,7 +202,7 @@ def _generate_fully_qualified_name(
 class AbstractViewUpstream(ABC):
     """
     Implementation of this interface extracts the view upstream as per the way the view is bound to datasets.
-    For detail explanation please refer lookml_concept_context.LookerViewContext documentation.
+    For detail explanation, please refer lookml_concept_context.LookerViewContext documentation.
     """
 
     view_context: LookerViewContext
@@ -236,6 +238,47 @@ def get_upstream_dataset_urn(self) -> List[Urn]:
     def create_fields(self) -> List[ViewField]:
         return []  # it is for the special case
 
+    def create_upstream_column_refs(
+        self, upstream_urn: str, downstream_looker_columns: List[str]
+    ) -> List[ColumnRef]:
+        """
+        - **`upstream_urn`**: The URN of the upstream dataset.
+
+        - **`expected_columns`**: These are the columns identified by the Looker connector as belonging to the `upstream_urn` dataset. However, there is potential for human error in specifying the columns of the upstream dataset. For example, a user might declare a column in lowercase, while on the actual platform, it may exist in uppercase, or vice versa.
+
+        - This function ensures consistency in column-level lineage by consulting GMS before creating the final `ColumnRef` instance, avoiding discrepancies.
+        """
+        schema_resolver = create_and_cache_schema_resolver(
+            platform=self.view_context.view_connection.platform,
+            platform_instance=self.view_context.view_connection.platform_instance,
+            env=self.view_context.view_connection.platform_env or self.config.env,
+            graph=self.ctx.graph,
+        )
+
+        urn, schema_info = schema_resolver.resolve_urn(urn=upstream_urn)
+
+        if schema_info:
+            actual_columns = match_columns_to_schema(
+                schema_info, downstream_looker_columns
+            )
+        else:
+            logger.info(
+                f"schema_info not found for dataset {urn} in GMS. Using expected_columns to form ColumnRef"
+            )
+            actual_columns = [column.lower() for column in downstream_looker_columns]
+
+        upstream_column_refs: List[ColumnRef] = []
+
+        for column in actual_columns:
+            upstream_column_refs.append(
+                ColumnRef(
+                    column=column,
+                    table=upstream_urn,
+                )
+            )
+
+        return upstream_column_refs
+
 
 class SqlBasedDerivedViewUpstream(AbstractViewUpstream, ABC):
     """
@@ -372,15 +415,12 @@ def get_upstream_column_ref(
         # in-case of "select * from look_ml_view.SQL_TABLE_NAME" or extra field are defined in the looker view which is
         # referring to upstream table
         if self._get_upstream_dataset_urn() and not upstreams_column_refs:
-            upstreams_column_refs = [
-                ColumnRef(
-                    table=self._get_upstream_dataset_urn()[
-                        0
-                    ],  # 0th index has table of from clause
-                    column=column,
-                )
-                for column in field_context.column_name_in_sql_attribute()
-            ]
+            upstreams_column_refs = self.create_upstream_column_refs(
+                upstream_urn=self._get_upstream_dataset_urn()[
+                    0
+                ],  # 0th index has table of from clause,
+                downstream_looker_columns=field_context.column_name_in_sql_attribute(),
+            )
 
         # fix any derived view reference present in urn
         upstreams_column_refs = resolve_derived_view_urn_of_col_ref(
@@ -487,18 +527,18 @@ def get_upstream_column_ref(
             return upstream_column_refs
 
         explore_urn: str = self._get_upstream_dataset_urn()[0]
+        expected_columns: List[str] = []
 
         for column in field_context.column_name_in_sql_attribute():
             if column in self._get_explore_column_mapping():
                 explore_column: Dict = self._get_explore_column_mapping()[column]
-                upstream_column_refs.append(
-                    ColumnRef(
-                        column=explore_column.get("field", explore_column[NAME]),
-                        table=explore_urn,
-                    )
+                expected_columns.append(
+                    explore_column.get("field", explore_column[NAME])
                 )
 
-        return upstream_column_refs
+        return self.create_upstream_column_refs(
+            upstream_urn=explore_urn, downstream_looker_columns=expected_columns
+        )
 
     def get_upstream_dataset_urn(self) -> List[Urn]:
         return self._get_upstream_dataset_urn()
@@ -548,14 +588,10 @@ def __get_upstream_dataset_urn(self) -> Urn:
     def get_upstream_column_ref(
         self, field_context: LookerFieldContext
     ) -> List[ColumnRef]:
-        upstream_column_ref: List[ColumnRef] = []
-
-        for column_name in field_context.column_name_in_sql_attribute():
-            upstream_column_ref.append(
-                ColumnRef(table=self._get_upstream_dataset_urn(), column=column_name)
-            )
-
-        return upstream_column_ref
+        return self.create_upstream_column_refs(
+            upstream_urn=self._get_upstream_dataset_urn(),
+            downstream_looker_columns=field_context.column_name_in_sql_attribute(),
+        )
 
     def get_upstream_dataset_urn(self) -> List[Urn]:
         return [self._get_upstream_dataset_urn()]
@@ -609,15 +645,14 @@ def get_upstream_column_ref(
         self, field_context: LookerFieldContext
     ) -> List[ColumnRef]:
         upstream_column_ref: List[ColumnRef] = []
+
         if not self._get_upstream_dataset_urn():
             return upstream_column_ref
 
-        for column_name in field_context.column_name_in_sql_attribute():
-            upstream_column_ref.append(
-                ColumnRef(table=self._get_upstream_dataset_urn()[0], column=column_name)
-            )
-
-        return upstream_column_ref
+        return self.create_upstream_column_refs(
+            upstream_urn=self._get_upstream_dataset_urn()[0],
+            downstream_looker_columns=field_context.column_name_in_sql_attribute(),
+        )
 
     def get_upstream_dataset_urn(self) -> List[Urn]:
         return self._get_upstream_dataset_urn()
diff --git a/metadata-ingestion/src/datahub/sql_parsing/schema_resolver.py b/metadata-ingestion/src/datahub/sql_parsing/schema_resolver.py
index e3f2fbc786b437..6aa10381a883ef 100644
--- a/metadata-ingestion/src/datahub/sql_parsing/schema_resolver.py
+++ b/metadata-ingestion/src/datahub/sql_parsing/schema_resolver.py
@@ -123,6 +123,13 @@ def get_urn_for_table(
         )
         return urn
 
+    def resolve_urn(self, urn: str) -> Tuple[str, Optional[SchemaInfo]]:
+        schema_info = self._resolve_schema_info(urn)
+        if schema_info:
+            return urn, schema_info
+
+        return urn, None
+
     def resolve_table(self, table: _TableName) -> Tuple[str, Optional[SchemaInfo]]:
         urn = self.get_urn_for_table(table)
 
@@ -293,3 +300,19 @@ def _convert_schema_field_list_to_info(
 
 def _convert_schema_aspect_to_info(schema_metadata: SchemaMetadataClass) -> SchemaInfo:
     return _convert_schema_field_list_to_info(schema_metadata.fields)
+
+
+def match_columns_to_schema(
+    schema_info: SchemaInfo, input_columns: List[str]
+) -> List[str]:
+    column_from_gms: List[str] = list(schema_info.keys())  # list() to silent lint
+
+    gms_column_map: Dict[str, str] = {
+        column.lower(): column for column in column_from_gms
+    }
+
+    output_columns: List[str] = [
+        gms_column_map.get(column.lower(), column) for column in input_columns
+    ]
+
+    return output_columns
diff --git a/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py b/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py
index 4ff68574bf20e6..f387618bfaec12 100644
--- a/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py
+++ b/metadata-ingestion/src/datahub/sql_parsing/sqlglot_lineage.py
@@ -1181,6 +1181,45 @@ def sqlglot_lineage(
         )
 
 
+@functools.lru_cache(maxsize=128)
+def create_and_cache_schema_resolver(
+    platform: str,
+    env: str,
+    graph: Optional[DataHubGraph] = None,
+    platform_instance: Optional[str] = None,
+    schema_aware: bool = True,
+) -> SchemaResolver:
+    return create_schema_resolver(
+        platform=platform,
+        env=env,
+        graph=graph,
+        platform_instance=platform_instance,
+        schema_aware=schema_aware,
+    )
+
+
+def create_schema_resolver(
+    platform: str,
+    env: str,
+    graph: Optional[DataHubGraph] = None,
+    platform_instance: Optional[str] = None,
+    schema_aware: bool = True,
+) -> SchemaResolver:
+    if graph and schema_aware:
+        return graph._make_schema_resolver(
+            platform=platform,
+            platform_instance=platform_instance,
+            env=env,
+        )
+
+    return SchemaResolver(
+        platform=platform,
+        platform_instance=platform_instance,
+        env=env,
+        graph=None,
+    )
+
+
 def create_lineage_sql_parsed_result(
     query: str,
     default_db: Optional[str],
@@ -1191,21 +1230,17 @@ def create_lineage_sql_parsed_result(
     graph: Optional[DataHubGraph] = None,
     schema_aware: bool = True,
 ) -> SqlParsingResult:
+    schema_resolver = create_schema_resolver(
+        platform=platform,
+        platform_instance=platform_instance,
+        env=env,
+        schema_aware=schema_aware,
+        graph=graph,
+    )
+
+    needs_close: bool = True
     if graph and schema_aware:
         needs_close = False
-        schema_resolver = graph._make_schema_resolver(
-            platform=platform,
-            platform_instance=platform_instance,
-            env=env,
-        )
-    else:
-        needs_close = True
-        schema_resolver = SchemaResolver(
-            platform=platform,
-            platform_instance=platform_instance,
-            env=env,
-            graph=None,
-        )
 
     try:
         return sqlglot_lineage(
diff --git a/metadata-ingestion/tests/integration/lookml/gms_schema_resolution/data.model.lkml b/metadata-ingestion/tests/integration/lookml/gms_schema_resolution/data.model.lkml
new file mode 100644
index 00000000000000..95391f6a73e635
--- /dev/null
+++ b/metadata-ingestion/tests/integration/lookml/gms_schema_resolution/data.model.lkml
@@ -0,0 +1,6 @@
+connection: "my_connection"
+
+include: "top_10_employee_income_source.view.lkml"
+
+explore: top_10_employee_income_source {
+}
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/lookml/gms_schema_resolution/top_10_employee_income_source.view.lkml b/metadata-ingestion/tests/integration/lookml/gms_schema_resolution/top_10_employee_income_source.view.lkml
new file mode 100644
index 00000000000000..6037bab33c44f3
--- /dev/null
+++ b/metadata-ingestion/tests/integration/lookml/gms_schema_resolution/top_10_employee_income_source.view.lkml
@@ -0,0 +1,18 @@
+view: top_10_employee_income_source {
+   sql_table_name: "db.public.employee"
+    ;;
+  dimension: id {
+    type: number
+    sql: ${TABLE}.id ;;
+  }
+
+  dimension: name {
+    type: string
+    sql: ${TABLE}.name ;;
+  }
+
+  dimension: source {
+    type: string
+    sql: ${TABLE}.source ;;
+  }
+}
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/lookml/gms_schema_resolution_golden.json b/metadata-ingestion/tests/integration/lookml/gms_schema_resolution_golden.json
new file mode 100644
index 00000000000000..9b0dd78ca1e8e0
--- /dev/null
+++ b/metadata-ingestion/tests/integration/lookml/gms_schema_resolution_golden.json
@@ -0,0 +1,358 @@
+[
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:78f22c19304954b15e8adb1d9809975e",
+    "changeType": "UPSERT",
+    "aspectName": "containerProperties",
+    "aspect": {
+        "json": {
+            "customProperties": {
+                "platform": "looker",
+                "env": "PROD",
+                "project_name": "lkml_samples"
+            },
+            "name": "lkml_samples",
+            "env": "PROD"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:78f22c19304954b15e8adb1d9809975e",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:78f22c19304954b15e8adb1d9809975e",
+    "changeType": "UPSERT",
+    "aspectName": "dataPlatformInstance",
+    "aspect": {
+        "json": {
+            "platform": "urn:li:dataPlatform:looker"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:78f22c19304954b15e8adb1d9809975e",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "LookML Project"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "container",
+    "entityUrn": "urn:li:container:78f22c19304954b15e8adb1d9809975e",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "Folders"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "subTypes",
+    "aspect": {
+        "json": {
+            "typeNames": [
+                "View"
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "viewProperties",
+    "aspect": {
+        "json": {
+            "materialized": false,
+            "viewLogic": "view: top_10_employee_income_source {\n   sql_table_name: \"db.public.employee\"\n    ;;\n  dimension: id {\n    type: number\n    sql: ${TABLE}.id ;;\n  }\n\n  dimension: name {\n    type: string\n    sql: ${TABLE}.name ;;\n  }\n\n  dimension: source {\n    type: string\n    sql: ${TABLE}.source ;;\n  }\n}",
+            "viewLanguage": "lookml"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "container",
+    "aspect": {
+        "json": {
+            "container": "urn:li:container:78f22c19304954b15e8adb1d9809975e"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": {
+            "urn": "urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD)",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.common.BrowsePaths": {
+                        "paths": [
+                            "/Develop/lkml_samples/"
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Status": {
+                        "removed": false
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.UpstreamLineage": {
+                        "upstreams": [
+                            {
+                                "auditStamp": {
+                                    "time": 1586847600000,
+                                    "actor": "urn:li:corpuser:datahub"
+                                },
+                                "dataset": "urn:li:dataset:(urn:li:dataPlatform:hive,public.employee,PROD)",
+                                "type": "VIEW"
+                            }
+                        ],
+                        "fineGrainedLineages": [
+                            {
+                                "upstreamType": "FIELD_SET",
+                                "upstreams": [
+                                    "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,public.employee,PROD),Id)"
+                                ],
+                                "downstreamType": "FIELD",
+                                "downstreams": [
+                                    "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD),id)"
+                                ],
+                                "confidenceScore": 1.0
+                            },
+                            {
+                                "upstreamType": "FIELD_SET",
+                                "upstreams": [
+                                    "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,public.employee,PROD),Name)"
+                                ],
+                                "downstreamType": "FIELD",
+                                "downstreams": [
+                                    "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD),name)"
+                                ],
+                                "confidenceScore": 1.0
+                            },
+                            {
+                                "upstreamType": "FIELD_SET",
+                                "upstreams": [
+                                    "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:hive,public.employee,PROD),source)"
+                                ],
+                                "downstreamType": "FIELD",
+                                "downstreams": [
+                                    "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD),source)"
+                                ],
+                                "confidenceScore": 1.0
+                            }
+                        ]
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.schema.SchemaMetadata": {
+                        "schemaName": "top_10_employee_income_source",
+                        "platform": "urn:li:dataPlatform:looker",
+                        "version": 0,
+                        "created": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        },
+                        "hash": "",
+                        "platformSchema": {
+                            "com.linkedin.pegasus2avro.schema.OtherSchema": {
+                                "rawSchema": ""
+                            }
+                        },
+                        "fields": [
+                            {
+                                "fieldPath": "id",
+                                "nullable": false,
+                                "description": "",
+                                "label": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.NumberType": {}
+                                    }
+                                },
+                                "nativeDataType": "number",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Dimension"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "name",
+                                "nullable": false,
+                                "description": "",
+                                "label": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "string",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Dimension"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            },
+                            {
+                                "fieldPath": "source",
+                                "nullable": false,
+                                "description": "",
+                                "label": "",
+                                "type": {
+                                    "type": {
+                                        "com.linkedin.pegasus2avro.schema.StringType": {}
+                                    }
+                                },
+                                "nativeDataType": "string",
+                                "recursive": false,
+                                "globalTags": {
+                                    "tags": [
+                                        {
+                                            "tag": "urn:li:tag:Dimension"
+                                        }
+                                    ]
+                                },
+                                "isPartOfKey": false
+                            }
+                        ],
+                        "primaryKeys": []
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.dataset.DatasetProperties": {
+                        "customProperties": {
+                            "looker.file.path": "top_10_employee_income_source.view.lkml",
+                            "looker.model": "data"
+                        },
+                        "name": "top_10_employee_income_source",
+                        "tags": []
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "dataset",
+    "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:looker,lkml_samples.view.top_10_employee_income_source,PROD)",
+    "changeType": "UPSERT",
+    "aspectName": "browsePathsV2",
+    "aspect": {
+        "json": {
+            "path": [
+                {
+                    "id": "Develop"
+                },
+                {
+                    "id": "urn:li:container:78f22c19304954b15e8adb1d9809975e",
+                    "urn": "urn:li:container:78f22c19304954b15e8adb1d9809975e"
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "tag",
+    "entityUrn": "urn:li:tag:Dimension",
+    "changeType": "UPSERT",
+    "aspectName": "tagKey",
+    "aspect": {
+        "json": {
+            "name": "Dimension"
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "lookml-test",
+        "lastRunId": "no-run-id-provided"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/lookml/test_lookml.py b/metadata-ingestion/tests/integration/lookml/test_lookml.py
index 4cd2777dc7dcad..940e7f36675f79 100644
--- a/metadata-ingestion/tests/integration/lookml/test_lookml.py
+++ b/metadata-ingestion/tests/integration/lookml/test_lookml.py
@@ -1,8 +1,8 @@
 import logging
 import pathlib
-from typing import Any, List
+from typing import Any, List, Optional, Tuple
 from unittest import mock
-from unittest.mock import MagicMock
+from unittest.mock import MagicMock, patch
 
 import pydantic
 import pytest
@@ -25,6 +25,7 @@
     MetadataChangeEventClass,
     UpstreamLineageClass,
 )
+from datahub.sql_parsing.schema_resolver import SchemaInfo, SchemaResolver
 from tests.test_helpers import mce_helpers
 from tests.test_helpers.state_helpers import get_current_checkpoint_from_pipeline
 
@@ -62,7 +63,7 @@ def get_default_recipe(output_file_path, base_folder_path):
 
 @freeze_time(FROZEN_TIME)
 def test_lookml_ingest(pytestconfig, tmp_path, mock_time):
-    """Test backwards compatibility with previous form of config with new flags turned off"""
+    """Test backwards compatibility with a previous form of config with new flags turned off"""
     test_resources_dir = pytestconfig.rootpath / "tests/integration/lookml"
     mce_out_file = "expected_output.json"
 
@@ -1013,3 +1014,40 @@ def test_drop_hive(pytestconfig, tmp_path, mock_time):
         output_path=tmp_path / mce_out_file,
         golden_path=golden_path,
     )
+
+
+@freeze_time(FROZEN_TIME)
+def test_gms_schema_resolution(pytestconfig, tmp_path, mock_time):
+    test_resources_dir = pytestconfig.rootpath / "tests/integration/lookml"
+    mce_out_file = "drop_hive_dot.json"
+
+    new_recipe = get_default_recipe(
+        f"{tmp_path}/{mce_out_file}",
+        f"{test_resources_dir}/gms_schema_resolution",
+    )
+
+    new_recipe["source"]["config"]["connection_to_platform_map"] = {
+        "my_connection": "hive"
+    }
+
+    return_value: Tuple[str, Optional[SchemaInfo]] = (
+        "fake_dataset_urn",
+        {
+            "Id": "String",
+            "Name": "String",
+            "source": "String",
+        },
+    )
+
+    with patch.object(SchemaResolver, "resolve_urn", return_value=return_value):
+        pipeline = Pipeline.create(new_recipe)
+        pipeline.run()
+        pipeline.pretty_print_summary()
+        pipeline.raise_from_status(raise_warnings=True)
+
+    golden_path = test_resources_dir / "gms_schema_resolution_golden.json"
+    mce_helpers.check_golden_file(
+        pytestconfig,
+        output_path=tmp_path / mce_out_file,
+        golden_path=golden_path,
+    )
diff --git a/metadata-ingestion/tests/unit/sql_parsing/test_schemaresolver.py b/metadata-ingestion/tests/unit/sql_parsing/test_schemaresolver.py
index e5fa980bec4522..67222531d3bc15 100644
--- a/metadata-ingestion/tests/unit/sql_parsing/test_schemaresolver.py
+++ b/metadata-ingestion/tests/unit/sql_parsing/test_schemaresolver.py
@@ -1,7 +1,12 @@
-from datahub.sql_parsing.schema_resolver import SchemaResolver, _TableName
+from datahub.sql_parsing.schema_resolver import (
+    SchemaInfo,
+    SchemaResolver,
+    _TableName,
+    match_columns_to_schema,
+)
 
 
-def test_basic_schema_resolver():
+def create_default_schema_resolver(urn: str) -> SchemaResolver:
     schema_resolver = SchemaResolver(
         platform="redshift",
         env="PROD",
@@ -9,18 +14,51 @@ def test_basic_schema_resolver():
     )
 
     schema_resolver.add_raw_schema_info(
-        urn="urn:li:dataset:(urn:li:dataPlatform:redshift,my_db.public.test_table,PROD)",
+        urn=urn,
         schema_info={"name": "STRING"},
     )
 
+    return schema_resolver
+
+
+def test_basic_schema_resolver():
+    input_urn = (
+        "urn:li:dataset:(urn:li:dataPlatform:redshift,my_db.public.test_table,PROD)"
+    )
+
+    schema_resolver = create_default_schema_resolver(urn=input_urn)
+
     urn, schema = schema_resolver.resolve_table(
         _TableName(database="my_db", db_schema="public", table="test_table")
     )
-    assert (
-        urn
-        == "urn:li:dataset:(urn:li:dataPlatform:redshift,my_db.public.test_table,PROD)"
+
+    assert urn == input_urn
+
+    assert schema
+
+    assert schema["name"]
+
+    assert schema_resolver.schema_count() == 1
+
+
+def test_resolve_urn():
+    input_urn: str = (
+        "urn:li:dataset:(urn:li:dataPlatform:redshift,my_db.public.test_table,PROD)"
+    )
+
+    schema_resolver = create_default_schema_resolver(urn=input_urn)
+
+    schema_resolver.add_raw_schema_info(
+        urn=input_urn,
+        schema_info={"name": "STRING"},
     )
+
+    urn, schema = schema_resolver.resolve_urn(urn=input_urn)
+
+    assert urn == input_urn
+
     assert schema
+
     assert schema["name"]
 
     assert schema_resolver.schema_count() == 1
@@ -62,3 +100,13 @@ def test_get_urn_for_table_not_lower_should_keep_capital_letters():
         == "urn:li:dataset:(urn:li:dataPlatform:mssql,Uppercased-Instance.Database.DataSet.Table,PROD)"
     )
     assert schema_resolver.schema_count() == 0
+
+
+def test_match_columns_to_schema():
+    schema_info: SchemaInfo = {"id": "string", "Name": "string", "Address": "string"}
+
+    output_columns = match_columns_to_schema(
+        schema_info, input_columns=["Id", "name", "address", "weight"]
+    )
+
+    assert output_columns == ["id", "Name", "Address", "weight"]

From 507087a0702402c6e18a5b95572ba5665c64bee8 Mon Sep 17 00:00:00 2001
From: kevinkarchacryl <kevin.karch@acryl.io>
Date: Thu, 12 Dec 2024 08:13:08 -0500
Subject: [PATCH 52/54] feat(glossary): support multiple ownership types
 (#12050)

Co-authored-by: Aseem Bansal <asmbansal2@gmail.com>
---
 .../source/metadata/business_glossary.py      |  53 ++--
 .../custom_ownership_urns.yml                 |  38 +++
 .../custom_ownership_urns_golden.json         | 188 ++++++++++++
 .../multiple_owners_different_types.yml       |  39 +++
 ...ultiple_owners_different_types_golden.json | 138 +++++++++
 .../multiple_owners_same_type.yml             |  37 +++
 .../multiple_owners_same_type_golden.json     | 142 +++++++++
 .../business-glossary/single_owner_types.yml  |  39 +++
 .../single_owner_types_golden.json            | 278 ++++++++++++++++++
 .../test_business_glossary.py                 | 128 ++++++++
 10 files changed, 1062 insertions(+), 18 deletions(-)
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns.yml
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns_golden.json
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types.yml
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types_golden.json
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type.yml
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type_golden.json
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/single_owner_types.yml
 create mode 100644 metadata-ingestion/tests/integration/business-glossary/single_owner_types_golden.json

diff --git a/metadata-ingestion/src/datahub/ingestion/source/metadata/business_glossary.py b/metadata-ingestion/src/datahub/ingestion/source/metadata/business_glossary.py
index 79ec47a7efb2c2..26a0331e1e5767 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/metadata/business_glossary.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/metadata/business_glossary.py
@@ -45,6 +45,9 @@ class Owners(ConfigModel):
     groups: Optional[List[str]] = None
 
 
+OwnersMultipleTypes = Union[List[Owners], Owners]
+
+
 class KnowledgeCard(ConfigModel):
     url: Optional[str] = None
     label: Optional[str] = None
@@ -57,7 +60,7 @@ class GlossaryTermConfig(ConfigModel):
     term_source: Optional[str] = None
     source_ref: Optional[str] = None
     source_url: Optional[str] = None
-    owners: Optional[Owners] = None
+    owners: Optional[OwnersMultipleTypes] = None
     inherits: Optional[List[str]] = None
     contains: Optional[List[str]] = None
     values: Optional[List[str]] = None
@@ -74,7 +77,7 @@ class GlossaryNodeConfig(ConfigModel):
     id: Optional[str] = None
     name: str
     description: str
-    owners: Optional[Owners] = None
+    owners: Optional[OwnersMultipleTypes] = None
     terms: Optional[List["GlossaryTermConfig"]] = None
     nodes: Optional[List["GlossaryNodeConfig"]] = None
     knowledge_links: Optional[List[KnowledgeCard]] = None
@@ -88,7 +91,7 @@ class DefaultConfig(ConfigModel):
     """Holds defaults for populating fields in glossary terms"""
 
     source: Optional[str] = None
-    owners: Owners
+    owners: OwnersMultipleTypes
     url: Optional[str] = None
     source_type: str = "INTERNAL"
 
@@ -153,30 +156,44 @@ def make_glossary_term_urn(
     return "urn:li:glossaryTerm:" + create_id(path, default_id, enable_auto_id)
 
 
-def get_owners(owners: Owners) -> models.OwnershipClass:
-    ownership_type, ownership_type_urn = validate_ownership_type(owners.type)
+def get_owners_multiple_types(owners: OwnersMultipleTypes) -> models.OwnershipClass:
+    """Allows owner types to be a list and maintains backward compatibility"""
+    if isinstance(owners, Owners):
+        return models.OwnershipClass(owners=list(get_owners(owners)))
+
+    owners_meta: List[models.OwnerClass] = []
+    for owner in owners:
+        owners_meta.extend(get_owners(owner))
+
+    return models.OwnershipClass(owners=owners_meta)
+
+
+def get_owners(owners: Owners) -> Iterable[models.OwnerClass]:
+    actual_type = owners.type or models.OwnershipTypeClass.DEVELOPER
+
+    if actual_type.startswith("urn:li:ownershipType:"):
+        ownership_type: str = "CUSTOM"
+        ownership_type_urn: Optional[str] = actual_type
+    else:
+        ownership_type, ownership_type_urn = validate_ownership_type(actual_type)
+
     if owners.typeUrn is not None:
         ownership_type_urn = owners.typeUrn
-    owners_meta: List[models.OwnerClass] = []
+
     if owners.users is not None:
-        owners_meta = owners_meta + [
-            models.OwnerClass(
+        for o in owners.users:
+            yield models.OwnerClass(
                 owner=make_user_urn(o),
                 type=ownership_type,
                 typeUrn=ownership_type_urn,
             )
-            for o in owners.users
-        ]
     if owners.groups is not None:
-        owners_meta = owners_meta + [
-            models.OwnerClass(
+        for o in owners.groups:
+            yield models.OwnerClass(
                 owner=make_group_urn(o),
                 type=ownership_type,
                 typeUrn=ownership_type_urn,
             )
-            for o in owners.groups
-        ]
-    return models.OwnershipClass(owners=owners_meta)
 
 
 def get_mces(
@@ -185,7 +202,7 @@ def get_mces(
     ingestion_config: BusinessGlossarySourceConfig,
     ctx: PipelineContext,
 ) -> Iterable[Union[MetadataChangeProposalWrapper, models.MetadataChangeEventClass]]:
-    root_owners = get_owners(glossary.owners)
+    root_owners = get_owners_multiple_types(glossary.owners)
 
     if glossary.nodes:
         for node in glossary.nodes:
@@ -270,7 +287,7 @@ def get_mces_from_node(
     node_owners = parentOwners
     if glossaryNode.owners is not None:
         assert glossaryNode.owners is not None
-        node_owners = get_owners(glossaryNode.owners)
+        node_owners = get_owners_multiple_types(glossaryNode.owners)
 
     node_snapshot = models.GlossaryNodeSnapshotClass(
         urn=node_urn,
@@ -426,7 +443,7 @@ def get_mces_from_term(
     ownership: models.OwnershipClass = parentOwnership
     if glossaryTerm.owners is not None:
         assert glossaryTerm.owners is not None
-        ownership = get_owners(glossaryTerm.owners)
+        ownership = get_owners_multiple_types(glossaryTerm.owners)
     aspects.append(ownership)
 
     if glossaryTerm.domain is not None:
diff --git a/metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns.yml b/metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns.yml
new file mode 100644
index 00000000000000..94aae6999a3f50
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns.yml
@@ -0,0 +1,38 @@
+version: "1"
+source: DataHub
+owners:
+  users:
+    - mjames
+url: "https://github.com/datahub-project/datahub/"
+
+nodes:
+  - name: Custom URN Types
+    description: Testing custom ownership URN types
+    owners:
+      - type: urn:li:ownershipType:custom_type_1
+        users:
+          - user1
+        groups:
+          - group1
+      - type: urn:li:ownershipType:custom_type_2
+        users:
+          - user2
+    terms:
+      - name: Mixed URN Types
+        description: Term with custom URN types
+        owners:
+          - type: urn:li:ownershipType:custom_type_3
+            users:
+              - user3
+          - type: urn:li:ownershipType:custom_type_4
+            groups:
+              - group2
+      - name: Mixed Standard and URN
+        description: Term with both standard and URN types
+        owners:
+          - type: DEVELOPER
+            users:
+              - dev1
+          - type: urn:li:ownershipType:custom_type_5
+            groups:
+              - group3
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns_golden.json b/metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns_golden.json
new file mode 100644
index 00000000000000..2fc3de77efd8eb
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/custom_ownership_urns_golden.json
@@ -0,0 +1,188 @@
+[
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryNodeSnapshot": {
+            "urn": "urn:li:glossaryNode:Custom URN Types",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryNodeInfo": {
+                        "customProperties": {},
+                        "definition": "Testing custom ownership URN types",
+                        "name": "Custom URN Types"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:user1",
+                                "type": "CUSTOM",
+                                "typeUrn": "urn:li:ownershipType:custom_type_1"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:group1",
+                                "type": "CUSTOM",
+                                "typeUrn": "urn:li:ownershipType:custom_type_1"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:user2",
+                                "type": "CUSTOM",
+                                "typeUrn": "urn:li:ownershipType:custom_type_2"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-dlsmlo",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Custom URN Types.Mixed URN Types",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Mixed URN Types",
+                        "definition": "Term with custom URN types",
+                        "parentNode": "urn:li:glossaryNode:Custom URN Types",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:user3",
+                                "type": "CUSTOM",
+                                "typeUrn": "urn:li:ownershipType:custom_type_3"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:group2",
+                                "type": "CUSTOM",
+                                "typeUrn": "urn:li:ownershipType:custom_type_4"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-dlsmlo",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Custom URN Types.Mixed Standard and URN",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Mixed Standard and URN",
+                        "definition": "Term with both standard and URN types",
+                        "parentNode": "urn:li:glossaryNode:Custom URN Types",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:dev1",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:group3",
+                                "type": "CUSTOM",
+                                "typeUrn": "urn:li:ownershipType:custom_type_5"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-dlsmlo",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryNode",
+    "entityUrn": "urn:li:glossaryNode:Custom URN Types",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-dlsmlo",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Custom URN Types.Mixed Standard and URN",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-dlsmlo",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Custom URN Types.Mixed URN Types",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-dlsmlo",
+        "lastRunId": "no-run-id-provided"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types.yml b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types.yml
new file mode 100644
index 00000000000000..efcc594f758fa8
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types.yml
@@ -0,0 +1,39 @@
+version: "1"
+source: DataHub
+owners:
+  users:
+    - mjames
+url: "https://github.com/datahub-project/datahub/"
+
+nodes:
+  - name: Different Owner Types
+    description: Testing multiple owners with different types
+    owners:
+      - type: DEVELOPER
+        users:
+          - dev1
+        groups:
+          - engineering
+      - type: DATAOWNER
+        users:
+          - owner1
+        groups:
+          - data_stewards
+      - type: PRODUCER
+        users:
+          - producer1
+    terms:
+      - name: Mixed Ownership
+        description: Term with different owner types
+        owners:
+          - type: STAKEHOLDER
+            users:
+              - stakeholder1
+            groups:
+              - business
+          - type: DEVELOPER
+            users:
+              - dev2
+          - type: DATAOWNER
+            groups:
+              - compliance
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types_golden.json b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types_golden.json
new file mode 100644
index 00000000000000..4cec348708291a
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_different_types_golden.json
@@ -0,0 +1,138 @@
+[
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryNodeSnapshot": {
+            "urn": "urn:li:glossaryNode:Different Owner Types",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryNodeInfo": {
+                        "customProperties": {},
+                        "definition": "Testing multiple owners with different types",
+                        "name": "Different Owner Types"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:dev1",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:engineering",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:owner1",
+                                "type": "DATAOWNER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:data_stewards",
+                                "type": "DATAOWNER"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:producer1",
+                                "type": "PRODUCER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-2te9j9",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Different Owner Types.Mixed Ownership",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Mixed Ownership",
+                        "definition": "Term with different owner types",
+                        "parentNode": "urn:li:glossaryNode:Different Owner Types",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:stakeholder1",
+                                "type": "STAKEHOLDER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:business",
+                                "type": "STAKEHOLDER"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:dev2",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:compliance",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-2te9j9",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryNode",
+    "entityUrn": "urn:li:glossaryNode:Different Owner Types",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-2te9j9",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Different Owner Types.Mixed Ownership",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-2te9j9",
+        "lastRunId": "no-run-id-provided"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type.yml b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type.yml
new file mode 100644
index 00000000000000..8fb093b8b58993
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type.yml
@@ -0,0 +1,37 @@
+version: "1"
+source: DataHub
+owners:
+  users:
+    - mjames
+url: "https://github.com/datahub-project/datahub/"
+
+nodes:
+  - name: Multiple Owners
+    description: Testing multiple owners with same type
+    owners:
+      - type: DEVELOPER
+        users:
+          - dev1
+          - dev2
+        groups:
+          - engineering
+      - type: DEVELOPER
+        users:
+          - dev3
+        groups:
+          - qa
+    terms:
+      - name: Multiple Dev Owners
+        description: Term owned by multiple developers
+        owners:
+          - type: DEVELOPER
+            users:
+              - dev4
+              - dev5
+            groups:
+              - platform
+          - type: DEVELOPER
+            users:
+              - dev6
+            groups:
+              - infra
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type_golden.json b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type_golden.json
new file mode 100644
index 00000000000000..9342682510d84b
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/multiple_owners_same_type_golden.json
@@ -0,0 +1,142 @@
+[
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryNodeSnapshot": {
+            "urn": "urn:li:glossaryNode:Multiple Owners",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryNodeInfo": {
+                        "customProperties": {},
+                        "definition": "Testing multiple owners with same type",
+                        "name": "Multiple Owners"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:dev1",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:dev2",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:engineering",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:dev3",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:qa",
+                                "type": "DEVELOPER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-0l66l7",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Multiple Owners.Multiple Dev Owners",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Multiple Dev Owners",
+                        "definition": "Term owned by multiple developers",
+                        "parentNode": "urn:li:glossaryNode:Multiple Owners",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:dev4",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:dev5",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:platform",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpuser:dev6",
+                                "type": "DEVELOPER"
+                            },
+                            {
+                                "owner": "urn:li:corpGroup:infra",
+                                "type": "DEVELOPER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-0l66l7",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryNode",
+    "entityUrn": "urn:li:glossaryNode:Multiple Owners",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-0l66l7",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Multiple Owners.Multiple Dev Owners",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-0l66l7",
+        "lastRunId": "no-run-id-provided"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/single_owner_types.yml b/metadata-ingestion/tests/integration/business-glossary/single_owner_types.yml
new file mode 100644
index 00000000000000..22fc24e6695bc2
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/single_owner_types.yml
@@ -0,0 +1,39 @@
+version: "1"
+source: DataHub
+url: "https://github.com/datahub-project/datahub/"
+owners:
+  users:
+    - mjames
+
+nodes:
+  - name: Single Owner Types
+    description: Testing different single owner types
+    owners:
+      type: DEVELOPER
+      users:
+        - dev1
+    terms:
+      - name: Developer Owned
+        description: Term owned by developer
+        owners:
+          type: DEVELOPER
+          users:
+            - dev2
+      - name: Data Owner Owned
+        description: Term owned by data owner
+        owners:
+          type: DATAOWNER
+          users:
+            - dataowner1           
+      - name: Producer Owned
+        description: Term owned by producer
+        owners:
+          type: PRODUCER
+          users:
+            - producer1         
+      - name: Stakeholder Owned
+        description: Term owned by stakeholder
+        owners:
+          type: STAKEHOLDER
+          groups:
+            - stakeholders
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/single_owner_types_golden.json b/metadata-ingestion/tests/integration/business-glossary/single_owner_types_golden.json
new file mode 100644
index 00000000000000..006e77f523a10b
--- /dev/null
+++ b/metadata-ingestion/tests/integration/business-glossary/single_owner_types_golden.json
@@ -0,0 +1,278 @@
+[
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryNodeSnapshot": {
+            "urn": "urn:li:glossaryNode:Single Owner Types",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryNodeInfo": {
+                        "customProperties": {},
+                        "definition": "Testing different single owner types",
+                        "name": "Single Owner Types"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:dev1",
+                                "type": "DEVELOPER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Single Owner Types.Developer Owned",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Developer Owned",
+                        "definition": "Term owned by developer",
+                        "parentNode": "urn:li:glossaryNode:Single Owner Types",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:dev2",
+                                "type": "DEVELOPER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Single Owner Types.Data Owner Owned",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Data Owner Owned",
+                        "definition": "Term owned by data owner",
+                        "parentNode": "urn:li:glossaryNode:Single Owner Types",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:dataowner1",
+                                "type": "DATAOWNER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Single Owner Types.Producer Owned",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Producer Owned",
+                        "definition": "Term owned by producer",
+                        "parentNode": "urn:li:glossaryNode:Single Owner Types",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpuser:producer1",
+                                "type": "PRODUCER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "proposedSnapshot": {
+        "com.linkedin.pegasus2avro.metadata.snapshot.GlossaryTermSnapshot": {
+            "urn": "urn:li:glossaryTerm:Single Owner Types.Stakeholder Owned",
+            "aspects": [
+                {
+                    "com.linkedin.pegasus2avro.glossary.GlossaryTermInfo": {
+                        "customProperties": {},
+                        "name": "Stakeholder Owned",
+                        "definition": "Term owned by stakeholder",
+                        "parentNode": "urn:li:glossaryNode:Single Owner Types",
+                        "termSource": "INTERNAL",
+                        "sourceRef": "DataHub",
+                        "sourceUrl": "https://github.com/datahub-project/datahub/"
+                    }
+                },
+                {
+                    "com.linkedin.pegasus2avro.common.Ownership": {
+                        "owners": [
+                            {
+                                "owner": "urn:li:corpGroup:stakeholders",
+                                "type": "STAKEHOLDER"
+                            }
+                        ],
+                        "ownerTypes": {},
+                        "lastModified": {
+                            "time": 0,
+                            "actor": "urn:li:corpuser:unknown"
+                        }
+                    }
+                }
+            ]
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryNode",
+    "entityUrn": "urn:li:glossaryNode:Single Owner Types",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Single Owner Types.Data Owner Owned",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Single Owner Types.Developer Owned",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Single Owner Types.Producer Owned",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+},
+{
+    "entityType": "glossaryTerm",
+    "entityUrn": "urn:li:glossaryTerm:Single Owner Types.Stakeholder Owned",
+    "changeType": "UPSERT",
+    "aspectName": "status",
+    "aspect": {
+        "json": {
+            "removed": false
+        }
+    },
+    "systemMetadata": {
+        "lastObserved": 1586847600000,
+        "runId": "datahub-business-glossary-2020_04_14-07_00_00-ruwyic",
+        "lastRunId": "no-run-id-provided"
+    }
+}
+]
\ No newline at end of file
diff --git a/metadata-ingestion/tests/integration/business-glossary/test_business_glossary.py b/metadata-ingestion/tests/integration/business-glossary/test_business_glossary.py
index 73b90df65c04fe..74cf9aa3b528f2 100644
--- a/metadata-ingestion/tests/integration/business-glossary/test_business_glossary.py
+++ b/metadata-ingestion/tests/integration/business-glossary/test_business_glossary.py
@@ -71,6 +71,134 @@ def test_glossary_ingest(
     )
 
 
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_single_owner_types(
+    mock_datahub_graph_instance,
+    pytestconfig,
+    tmp_path,
+    mock_time,
+):
+    """Test basic single owner cases with different ownership types"""
+    test_resources_dir = pytestconfig.rootpath / "tests/integration/business-glossary"
+    output_mces_path: str = f"{tmp_path}/single_owner_types.json"
+    golden_mces_path: str = f"{test_resources_dir}/single_owner_types_golden.json"
+
+    pipeline = Pipeline.create(
+        get_default_recipe(
+            glossary_yml_file_path=f"{test_resources_dir}/single_owner_types.yml",
+            event_output_file_path=output_mces_path,
+            enable_auto_id=False,
+        )
+    )
+    pipeline.ctx.graph = mock_datahub_graph_instance
+    pipeline.run()
+    pipeline.raise_from_status()
+
+    mce_helpers.check_golden_file(
+        pytestconfig,
+        output_path=output_mces_path,
+        golden_path=golden_mces_path,
+    )
+
+
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_multiple_owners_same_type(
+    mock_datahub_graph_instance,
+    pytestconfig,
+    tmp_path,
+    mock_time,
+):
+    """Test multiple owners all having the same type"""
+    test_resources_dir = pytestconfig.rootpath / "tests/integration/business-glossary"
+    output_mces_path: str = f"{tmp_path}/multiple_owners_same_type.json"
+    golden_mces_path: str = (
+        f"{test_resources_dir}/multiple_owners_same_type_golden.json"
+    )
+
+    pipeline = Pipeline.create(
+        get_default_recipe(
+            glossary_yml_file_path=f"{test_resources_dir}/multiple_owners_same_type.yml",
+            event_output_file_path=output_mces_path,
+            enable_auto_id=False,
+        )
+    )
+    pipeline.ctx.graph = mock_datahub_graph_instance
+    pipeline.run()
+    pipeline.raise_from_status()
+
+    mce_helpers.check_golden_file(
+        pytestconfig,
+        output_path=output_mces_path,
+        golden_path=golden_mces_path,
+    )
+
+
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_multiple_owners_different_types(
+    mock_datahub_graph_instance,
+    pytestconfig,
+    tmp_path,
+    mock_time,
+):
+    """Test multiple owners with different types"""
+    test_resources_dir = pytestconfig.rootpath / "tests/integration/business-glossary"
+    output_mces_path: str = f"{tmp_path}/multiple_owners_different_types.json"
+    golden_mces_path: str = (
+        f"{test_resources_dir}/multiple_owners_different_types_golden.json"
+    )
+
+    pipeline = Pipeline.create(
+        get_default_recipe(
+            glossary_yml_file_path=f"{test_resources_dir}/multiple_owners_different_types.yml",
+            event_output_file_path=output_mces_path,
+            enable_auto_id=False,
+        )
+    )
+    pipeline.ctx.graph = mock_datahub_graph_instance
+    pipeline.run()
+    pipeline.raise_from_status()
+
+    mce_helpers.check_golden_file(
+        pytestconfig,
+        output_path=output_mces_path,
+        golden_path=golden_mces_path,
+    )
+
+
+@freeze_time(FROZEN_TIME)
+@pytest.mark.integration
+def test_custom_ownership_urns(
+    mock_datahub_graph_instance,
+    pytestconfig,
+    tmp_path,
+    mock_time,
+):
+    """Test custom ownership URNs"""
+    test_resources_dir = pytestconfig.rootpath / "tests/integration/business-glossary"
+    output_mces_path: str = f"{tmp_path}/custom_ownership_urns.json"
+    golden_mces_path: str = f"{test_resources_dir}/custom_ownership_urns_golden.json"
+
+    pipeline = Pipeline.create(
+        get_default_recipe(
+            glossary_yml_file_path=f"{test_resources_dir}/custom_ownership_urns.yml",
+            event_output_file_path=output_mces_path,
+            enable_auto_id=False,
+        )
+    )
+    pipeline.ctx.graph = mock_datahub_graph_instance
+    pipeline.run()
+    pipeline.raise_from_status()
+
+    mce_helpers.check_golden_file(
+        pytestconfig,
+        output_path=output_mces_path,
+        golden_path=golden_mces_path,
+    )
+
+
 @freeze_time(FROZEN_TIME)
 def test_auto_id_creation_on_reserved_char():
     id_: str = business_glossary.create_id(["pii", "secure % password"], None, False)

From edca8eae99be2412758ef6fa946c641c4cd16cbd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Sergio=20G=C3=B3mez=20Villamor?= <sgomezvillamor@gmail.com>
Date: Thu, 12 Dec 2024 15:03:30 +0100
Subject: [PATCH 53/54] feat(datahub-client): additionally generates java8
 artefacts (#12106)

---
 .github/workflows/publish-datahub-jars.yml    | 49 +++++++++++++++++++
 .../java/datahub-client/build.gradle          |  6 +++
 2 files changed, 55 insertions(+)

diff --git a/.github/workflows/publish-datahub-jars.yml b/.github/workflows/publish-datahub-jars.yml
index eb57c29e151ae6..5aec66bc33bb67 100644
--- a/.github/workflows/publish-datahub-jars.yml
+++ b/.github/workflows/publish-datahub-jars.yml
@@ -196,3 +196,52 @@ jobs:
           echo signingKey=$SIGNING_KEY >> gradle.properties
           ./gradlew -PreleaseVersion=${{ needs.setup.outputs.tag }} :metadata-integration:java:custom-plugin-lib:publish
           ./gradlew :metadata-integration:java:custom-plugin-lib:closeAndReleaseRepository --info
+  publish-java8:
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+      contents: read
+    needs: ["check-secret", "setup"]
+    if: ${{ needs.check-secret.outputs.publish-enabled == 'true' }}
+    steps:
+      - uses: acryldata/sane-checkout-action@v3
+      - name: Set up JDK 17
+        uses: actions/setup-java@v4
+        with:
+          distribution: "zulu"
+          java-version: 17
+      - uses: gradle/actions/setup-gradle@v3
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.10"
+          cache: "pip"
+      - name: checkout upstream repo
+        run: |
+          git remote add upstream https://github.com/datahub-project/datahub.git
+          git fetch upstream --tags --force --filter=tree:0
+      - name: publish datahub-client jar snapshot
+        if: ${{ github.event_name != 'release' }}
+        env:
+          RELEASE_USERNAME: ${{ secrets.RELEASE_USERNAME }}
+          RELEASE_PASSWORD: ${{ secrets.RELEASE_PASSWORD }}
+          SIGNING_PASSWORD: ${{ secrets.SIGNING_PASSWORD }}
+          SIGNING_KEY: ${{ secrets.SIGNING_KEY }}
+          NEXUS_USERNAME: ${{ secrets.NEXUS_USERNAME }}
+          NEXUS_PASSWORD: ${{ secrets.NEXUS_PASSWORD }}
+        run: |
+          echo signingKey=$SIGNING_KEY >> gradle.properties
+          ./gradlew :metadata-integration:java:datahub-client:printVersion -PjavaClassVersionDefault=8 -ParchiveAppendix=java8
+          ./gradlew :metadata-integration:java:datahub-client:publish -PjavaClassVersionDefault=8 -ParchiveAppendix=java8
+      - name: release datahub-client jar
+        if: ${{ github.event_name == 'release' }}
+        env:
+          RELEASE_USERNAME: ${{ secrets.RELEASE_USERNAME }}
+          RELEASE_PASSWORD: ${{ secrets.RELEASE_PASSWORD }}
+          SIGNING_PASSWORD: ${{ secrets.SIGNING_PASSWORD }}
+          SIGNING_KEY: ${{ secrets.SIGNING_KEY }}
+          NEXUS_USERNAME: ${{ secrets.NEXUS_USERNAME }}
+          NEXUS_PASSWORD: ${{ secrets.NEXUS_PASSWORD }}
+        run: |
+          echo signingKey=$SIGNING_KEY >> gradle.properties
+          ./gradlew -PreleaseVersion=${{ needs.setup.outputs.tag }} :metadata-integration:java:datahub-client:publish -PjavaClassVersionDefault=8 -ParchiveAppendix=java8
+          ./gradlew :metadata-integration:java:datahub-client:closeAndReleaseRepository --info -PjavaClassVersionDefault=8 -ParchiveAppendix=java8
\ No newline at end of file
diff --git a/metadata-integration/java/datahub-client/build.gradle b/metadata-integration/java/datahub-client/build.gradle
index 2535d091f6ce52..7dad21a6417fc4 100644
--- a/metadata-integration/java/datahub-client/build.gradle
+++ b/metadata-integration/java/datahub-client/build.gradle
@@ -13,6 +13,9 @@ import org.apache.tools.ant.filters.ReplaceTokens
 
 
 jar {
+  if (project.hasProperty('archiveAppendix')) {
+    archiveAppendix.set(project.archiveAppendix)
+  }
   archiveClassifier = "lib"
 }
 
@@ -98,6 +101,9 @@ task checkShadowJar(type: Exec) {
 
 shadowJar {
   zip64 = true
+  if (project.hasProperty('archiveAppendix')) {
+    archiveAppendix.set(project.archiveAppendix)
+  }
   archiveClassifier = ''
   // preventing java multi-release JAR leakage
   // https://github.com/johnrengelman/shadow/issues/729

From 3d7560585f14a8b5b0a9dd9d393f0643e1f59d58 Mon Sep 17 00:00:00 2001
From: Aseem Bansal <asmbansal2@gmail.com>
Date: Thu, 12 Dec 2024 20:49:25 +0530
Subject: [PATCH 54/54] fix(ui): dereference errors (#12034)

---
 datahub-web-react/src/App.tsx                    |  2 +-
 datahub-web-react/src/app/AdminConsole.tsx       |  4 ++--
 .../components/AnalyticsPage.tsx                 |  4 ++--
 .../nestedDomains/domainNavigator/DomainNode.tsx |  2 +-
 .../src/app/embed/lookup/useGetEntityByUrl.ts    |  2 +-
 .../profile/BusinessAttributeRelatedEntity.tsx   |  2 +-
 .../src/app/entity/chart/ChartEntity.tsx         |  6 +++---
 .../src/app/entity/dashboard/DashboardEntity.tsx |  6 +++---
 .../src/app/entity/dataFlow/DataFlowEntity.tsx   |  2 +-
 .../src/app/entity/dataJob/DataJobEntity.tsx     |  2 +-
 .../src/app/entity/dataJob/tabs/RunsTab.tsx      |  4 ++--
 .../src/app/entity/dataset/DatasetEntity.tsx     |  2 +-
 .../app/entity/dataset/profile/OperationsTab.tsx |  4 ++--
 .../profile/schema/utils/schemaTitleRenderer.tsx |  2 +-
 .../entity/dataset/profile/schema/utils/utils.ts |  2 +-
 .../domain/DataProductsTab/DataProductsTab.tsx   |  2 +-
 .../profile/AddRelatedTermsModal.tsx             |  5 ++++-
 .../profile/GlossaryRelatedEntity.tsx            |  2 +-
 .../entity/mlFeatureTable/profile/Sources.tsx    |  4 ++--
 .../mlModel/profile/MlModelFeaturesTab.tsx       |  2 +-
 .../src/app/entity/ownership/OwnershipList.tsx   |  2 +-
 .../shared/EntityDropdown/DomainParentSelect.tsx |  2 +-
 .../shared/EntityDropdown/NodeParentSelect.tsx   |  2 +-
 .../useHandleMoveDomainComplete.ts               |  2 +-
 .../shared/__tests__/siblingsUtils.test.ts       |  8 ++++----
 .../CreateERModelRelationModal.tsx               |  4 ++--
 .../ERModelRelationship/ERModelRelationUtils.tsx |  2 +-
 .../styled/ERModelRelationship/EditableCell.tsx  |  2 +-
 .../profile/nav/ProfileNavBrowsePathV2.tsx       |  2 +-
 .../sidebar/DataProduct/SetDataProductModal.tsx  |  2 +-
 .../profile/sidebar/FormInfo/useGetPromptInfo.ts |  4 ++--
 .../containers/profile/sidebar/FormInfo/utils.ts |  6 +++---
 .../entity/shared/containers/profile/utils.ts    |  2 +-
 .../embed/UpstreamHealth/FailingAssertions.tsx   |  2 +-
 .../entity/shared/embed/UpstreamHealth/utils.ts  |  2 +-
 .../entityForm/EntityFormContextProvider.tsx     |  2 +-
 .../src/app/entity/shared/entityForm/Form.tsx    |  4 ++--
 .../prompts/StructuredPropertyPrompt/utils.ts    |  2 +-
 .../schemaFieldPrompts/SchemaFieldPrompts.tsx    |  2 +-
 .../useShouldShowVerificationPrompt.ts           |  2 +-
 .../tabs/Dataset/AccessManagement/utils.tsx      |  4 ++--
 .../shared/tabs/Dataset/Schema/SchemaTable.tsx   |  2 +-
 .../Schema/components/ForeignKeyLabel.tsx        |  2 +-
 .../Schema/components/PropertyTypeLabel.tsx      |  4 ++--
 .../SchemaFieldDrawer/FieldProperties.tsx        |  2 +-
 .../SchemaFieldDrawer/SchemaFieldDrawer.tsx      |  2 +-
 .../Schema/utils/useDescriptionRenderer.tsx      |  2 +-
 .../Schema/utils/useTagsAndTermsRenderer.tsx     |  2 +-
 .../useTagsAndTermsRendererFeatureTable.tsx      |  2 +-
 .../Validations/DatasetAssertionDetails.tsx      |  2 +-
 .../contract/FreshnessScheduleSummary.tsx        |  2 +-
 .../Validations/contract/builder/utils.ts        |  4 ++--
 .../shared/tabs/Entity/ChartDashboardsTab.tsx    |  2 +-
 .../shared/tabs/Entity/DashboardChartsTab.tsx    |  2 +-
 .../shared/tabs/Entity/DashboardDatasetsTab.tsx  |  2 +-
 .../shared/tabs/Entity/DataFlowJobsTab.tsx       |  2 +-
 .../weaklyTypedAspects/DynamicPropertiesTab.tsx  |  2 +-
 .../Incident/components/IncidentListItem.tsx     |  8 ++++----
 .../shared/tabs/Lineage/ColumnLineageSelect.tsx  |  2 +-
 ...wnloadScrollAcrossLineageSearchResultsHook.ts | 14 +++++++-------
 .../shared/tabs/ML/MlFeatureFeatureTableTab.tsx  |  2 +-
 .../tabs/ML/MlPrimaryKeyFeatureTableTab.tsx      |  2 +-
 .../shared/tabs/Properties/Edit/EditColumn.tsx   |  2 +-
 .../Edit/EditStructuredPropertyModal.tsx         |  2 +-
 .../entity/shared/tabs/Properties/NameColumn.tsx |  2 +-
 .../shared/tabs/Properties/ValuesColumn.tsx      |  2 +-
 .../src/app/entity/user/UserProfile.tsx          |  4 ++--
 .../src/app/entity/view/builder/ViewBuilder.tsx  |  4 +++-
 datahub-web-react/src/app/entity/view/utils.ts   |  2 +-
 .../src/app/glossary/BusinessGlossaryPage.tsx    |  4 ++--
 .../app/glossary/GlossaryBrowser/NodeItem.tsx    |  2 +-
 .../src/app/glossary/__tests__/utils.test.ts     |  2 +-
 datahub-web-react/src/app/glossary/utils.ts      |  4 ++--
 .../src/app/home/HomePageHeader.tsx              |  2 +-
 .../src/app/ingest/ManageIngestionPage.tsx       |  2 +-
 .../app/ingest/source/IngestionSourceList.tsx    |  4 ++--
 .../app/ingest/source/IngestionSourceTable.tsx   | 12 ++++++------
 .../source/builder/RecipeForm/RecipeForm.tsx     |  2 +-
 .../RecipeForm/SecretField/SecretField.tsx       |  2 +-
 .../TestConnection/TestConnectionModal.tsx       |  6 +++---
 .../executions/IngestionSourceExecutionList.tsx  |  2 +-
 .../src/app/lineage/LineageEntityColumns.tsx     |  2 +-
 .../src/app/lineage/LineageExplorer.tsx          |  2 +-
 .../src/app/lineage/manage/AddEntityEdge.tsx     |  2 +-
 .../src/app/lineage/utils/columnLineageUtils.ts  |  2 +-
 .../src/app/lineage/utils/layoutTree.ts          | 16 ++++++++--------
 .../app/permissions/policy/PolicyActorForm.tsx   |  2 +-
 .../src/app/permissions/roles/ManageRoles.tsx    |  6 +++---
 .../app/permissions/roles/RoleDetailsModal.tsx   |  4 ++--
 .../search/AdvancedFilterSelectValueModal.tsx    | 12 ++++++------
 datahub-web-react/src/app/search/SearchBar.tsx   |  2 +-
 .../src/app/search/filters/utils.tsx             |  2 +-
 .../app/search/sidebar/useBrowsePagination.tsx   |  2 +-
 ...eDownloadScrollAcrossEntitiesSearchResults.ts |  4 ++--
 .../src/app/settings/AccessTokens.tsx            |  4 ++--
 .../src/app/settings/SettingsPage.tsx            |  6 +++---
 .../src/app/shared/admin/HeaderLinks.tsx         |  4 ++--
 .../AddBusinessAttributeModal.tsx                |  2 +-
 .../src/app/shared/tags/AddTagsTermsModal.tsx    |  2 +-
 .../src/providers/EducationStepsProvider.tsx     |  2 +-
 100 files changed, 165 insertions(+), 160 deletions(-)

diff --git a/datahub-web-react/src/App.tsx b/datahub-web-react/src/App.tsx
index 2fdd7c8ed68004..81f137417f1f8a 100644
--- a/datahub-web-react/src/App.tsx
+++ b/datahub-web-react/src/App.tsx
@@ -79,7 +79,7 @@ export const InnerApp: React.VFC = () => {
         <HelmetProvider>
             <CustomThemeProvider>
                 <Helmet>
-                    <title>{useCustomTheme().theme?.content.title}</title>
+                    <title>{useCustomTheme().theme?.content?.title}</title>
                 </Helmet>
                 <Router>
                     <Routes />
diff --git a/datahub-web-react/src/app/AdminConsole.tsx b/datahub-web-react/src/app/AdminConsole.tsx
index f6395a3bd3cb8a..a79575c3d88d78 100644
--- a/datahub-web-react/src/app/AdminConsole.tsx
+++ b/datahub-web-react/src/app/AdminConsole.tsx
@@ -37,8 +37,8 @@ export const AdminConsole = (): JSX.Element => {
     const [adminConsoleOpen, setAdminConsoleOpen] = useState(false);
     const { config } = useAppConfig();
 
-    const isAnalyticsEnabled = config?.analyticsConfig.enabled;
-    const isPoliciesEnabled = config?.policiesConfig.enabled;
+    const isAnalyticsEnabled = config?.analyticsConfig?.enabled;
+    const isPoliciesEnabled = config?.policiesConfig?.enabled;
 
     const showAnalytics = (isAnalyticsEnabled && me && me?.platformPrivileges?.viewAnalytics) || false;
     const showPolicyBuilder = (isPoliciesEnabled && me && me?.platformPrivileges?.managePolicies) || false;
diff --git a/datahub-web-react/src/app/analyticsDashboard/components/AnalyticsPage.tsx b/datahub-web-react/src/app/analyticsDashboard/components/AnalyticsPage.tsx
index bf0e5af2427bbb..f139ef7368a74d 100644
--- a/datahub-web-react/src/app/analyticsDashboard/components/AnalyticsPage.tsx
+++ b/datahub-web-react/src/app/analyticsDashboard/components/AnalyticsPage.tsx
@@ -121,11 +121,11 @@ export const AnalyticsPage = () => {
                                 placeholder="Select a domain"
                                 onChange={onDomainChange}
                                 filterOption={(input, option) =>
-                                    option?.children.toLowerCase().indexOf(input.toLowerCase()) >= 0
+                                    option?.children?.toLowerCase()?.indexOf(input.toLowerCase()) >= 0
                                 }
                             >
                                 <Select.Option value="ALL">All</Select.Option>
-                                {domainData?.listDomains?.domains.map((domainChoice) => (
+                                {domainData?.listDomains?.domains?.map((domainChoice) => (
                                     <Select.Option value={domainChoice.urn}>
                                         {domainChoice?.properties?.name}
                                     </Select.Option>
diff --git a/datahub-web-react/src/app/domain/nestedDomains/domainNavigator/DomainNode.tsx b/datahub-web-react/src/app/domain/nestedDomains/domainNavigator/DomainNode.tsx
index bf70bd043fd4a1..82977eff4f95bc 100644
--- a/datahub-web-react/src/app/domain/nestedDomains/domainNavigator/DomainNode.tsx
+++ b/datahub-web-react/src/app/domain/nestedDomains/domainNavigator/DomainNode.tsx
@@ -83,7 +83,7 @@ export default function DomainNode({ domain, numDomainChildren, domainUrnToHide,
     const hasDomainChildren = useHasDomainChildren({ domainUrn: domain.urn, numDomainChildren });
 
     const shouldAutoOpen = useMemo(
-        () => !isInSelectMode && entityData?.parentDomains?.domains.some((parent) => parent.urn === domain.urn),
+        () => !isInSelectMode && entityData?.parentDomains?.domains?.some((parent) => parent.urn === domain.urn),
         [isInSelectMode, entityData, domain.urn],
     );
 
diff --git a/datahub-web-react/src/app/embed/lookup/useGetEntityByUrl.ts b/datahub-web-react/src/app/embed/lookup/useGetEntityByUrl.ts
index f11a3a02b43448..49136c39fd2424 100644
--- a/datahub-web-react/src/app/embed/lookup/useGetEntityByUrl.ts
+++ b/datahub-web-react/src/app/embed/lookup/useGetEntityByUrl.ts
@@ -31,7 +31,7 @@ const useGetEntityByUrl = (externalUrl: string) => {
     const getLookupData = () => {
         if (!data) return {} as const;
 
-        const entities = data.searchAcrossEntities?.searchResults.map((result) => result.entity) ?? [];
+        const entities = data.searchAcrossEntities?.searchResults?.map((result) => result.entity) ?? [];
         const notFound = entities.length === 0;
         const foundMultiple = entities.length > 1;
         const entity = entities.length === 1 ? entities[0] : null;
diff --git a/datahub-web-react/src/app/entity/businessAttribute/profile/BusinessAttributeRelatedEntity.tsx b/datahub-web-react/src/app/entity/businessAttribute/profile/BusinessAttributeRelatedEntity.tsx
index 46d9d4ea51d245..a73b36d6922279 100644
--- a/datahub-web-react/src/app/entity/businessAttribute/profile/BusinessAttributeRelatedEntity.tsx
+++ b/datahub-web-react/src/app/entity/businessAttribute/profile/BusinessAttributeRelatedEntity.tsx
@@ -18,7 +18,7 @@ export default function BusinessAttributeRelatedEntity() {
         ]) ||
         [];
 
-    entityData?.isAChildren?.relationships.forEach((businessAttribute) => {
+    entityData?.isAChildren?.relationships?.forEach((businessAttribute) => {
         const childUrn = businessAttribute.entity?.urn;
 
         if (childUrn) {
diff --git a/datahub-web-react/src/app/entity/chart/ChartEntity.tsx b/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
index 70fe8a5e7c7c23..b20116f615556d 100644
--- a/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
+++ b/datahub-web-react/src/app/entity/chart/ChartEntity.tsx
@@ -142,9 +142,9 @@ export class ChartEntity implements Entity<Chart> {
                     component: EmbedTab,
                     display: {
                         visible: (_, chart: GetChartQuery) =>
-                            !!chart?.chart?.embed?.renderUrl && chart?.chart?.platform.urn === LOOKER_URN,
+                            !!chart?.chart?.embed?.renderUrl && chart?.chart?.platform?.urn === LOOKER_URN,
                         enabled: (_, chart: GetChartQuery) =>
-                            !!chart?.chart?.embed?.renderUrl && chart?.chart?.platform.urn === LOOKER_URN,
+                            !!chart?.chart?.embed?.renderUrl && chart?.chart?.platform?.urn === LOOKER_URN,
                     },
                 },
                 {
@@ -170,7 +170,7 @@ export class ChartEntity implements Entity<Chart> {
                     name: 'Incidents',
                     component: IncidentTab,
                     getDynamicName: (_, chart) => {
-                        const activeIncidentCount = chart?.chart?.activeIncidents.total;
+                        const activeIncidentCount = chart?.chart?.activeIncidents?.total;
                         return `Incidents${(activeIncidentCount && ` (${activeIncidentCount})`) || ''}`;
                     },
                 },
diff --git a/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx b/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
index 7d0275f60435a9..c35b1f90ee9c00 100644
--- a/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
+++ b/datahub-web-react/src/app/entity/dashboard/DashboardEntity.tsx
@@ -149,10 +149,10 @@ export class DashboardEntity implements Entity<Dashboard> {
                     display: {
                         visible: (_, dashboard: GetDashboardQuery) =>
                             !!dashboard?.dashboard?.embed?.renderUrl &&
-                            dashboard?.dashboard?.platform.urn === LOOKER_URN,
+                            dashboard?.dashboard?.platform?.urn === LOOKER_URN,
                         enabled: (_, dashboard: GetDashboardQuery) =>
                             !!dashboard?.dashboard?.embed?.renderUrl &&
-                            dashboard?.dashboard?.platform.urn === LOOKER_URN,
+                            dashboard?.dashboard?.platform?.urn === LOOKER_URN,
                     },
                 },
                 {
@@ -170,7 +170,7 @@ export class DashboardEntity implements Entity<Dashboard> {
                     name: 'Incidents',
                     component: IncidentTab,
                     getDynamicName: (_, dashboard) => {
-                        const activeIncidentCount = dashboard?.dashboard?.activeIncidents.total;
+                        const activeIncidentCount = dashboard?.dashboard?.activeIncidents?.total;
                         return `Incidents${(activeIncidentCount && ` (${activeIncidentCount})`) || ''}`;
                     },
                 },
diff --git a/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx b/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
index 42555a0dd3f37d..3c03dfb65ccbcd 100644
--- a/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataFlow/DataFlowEntity.tsx
@@ -92,7 +92,7 @@ export class DataFlowEntity implements Entity<DataFlow> {
                     name: 'Incidents',
                     component: IncidentTab,
                     getDynamicName: (_, dataFlow) => {
-                        const activeIncidentCount = dataFlow?.dataFlow?.activeIncidents.total;
+                        const activeIncidentCount = dataFlow?.dataFlow?.activeIncidents?.total;
                         return `Incidents${(activeIncidentCount && ` (${activeIncidentCount})`) || ''}`;
                     },
                 },
diff --git a/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx b/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
index 503acf7652dfa6..5b1aaeaef76d5b 100644
--- a/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataJob/DataJobEntity.tsx
@@ -112,7 +112,7 @@ export class DataJobEntity implements Entity<DataJob> {
                     name: 'Incidents',
                     component: IncidentTab,
                     getDynamicName: (_, dataJob) => {
-                        const activeIncidentCount = dataJob?.dataJob?.activeIncidents.total;
+                        const activeIncidentCount = dataJob?.dataJob?.activeIncidents?.total;
                         return `Incidents${(activeIncidentCount && ` (${activeIncidentCount})`) || ''}`;
                     },
                 },
diff --git a/datahub-web-react/src/app/entity/dataJob/tabs/RunsTab.tsx b/datahub-web-react/src/app/entity/dataJob/tabs/RunsTab.tsx
index 5cd621719ce8fd..f00e3402c8ed4c 100644
--- a/datahub-web-react/src/app/entity/dataJob/tabs/RunsTab.tsx
+++ b/datahub-web-react/src/app/entity/dataJob/tabs/RunsTab.tsx
@@ -129,8 +129,8 @@ export const RunsTab = () => {
             name: run?.name,
             status: run?.state?.[0]?.status,
             resultType: run?.state?.[0]?.result?.resultType,
-            inputs: run?.inputs?.relationships.map((relationship) => relationship.entity),
-            outputs: run?.outputs?.relationships.map((relationship) => relationship.entity),
+            inputs: run?.inputs?.relationships?.map((relationship) => relationship.entity),
+            outputs: run?.outputs?.relationships?.map((relationship) => relationship.entity),
             externalUrl: run?.externalUrl,
         }));
     if (loading) {
diff --git a/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx b/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
index 35ed3ffcc4c532..abf8e732c47d61 100644
--- a/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
+++ b/datahub-web-react/src/app/entity/dataset/DatasetEntity.tsx
@@ -217,7 +217,7 @@ export class DatasetEntity implements Entity<Dataset> {
                     name: 'Incidents',
                     component: IncidentTab,
                     getDynamicName: (_, dataset) => {
-                        const activeIncidentCount = dataset?.dataset?.activeIncidents.total;
+                        const activeIncidentCount = dataset?.dataset?.activeIncidents?.total;
                         return `Incidents${(activeIncidentCount && ` (${activeIncidentCount})`) || ''}`;
                     },
                 },
diff --git a/datahub-web-react/src/app/entity/dataset/profile/OperationsTab.tsx b/datahub-web-react/src/app/entity/dataset/profile/OperationsTab.tsx
index 78ec334f071ba4..d3371d3790d028 100644
--- a/datahub-web-react/src/app/entity/dataset/profile/OperationsTab.tsx
+++ b/datahub-web-react/src/app/entity/dataset/profile/OperationsTab.tsx
@@ -195,8 +195,8 @@ export const OperationsTab = () => {
             status: run?.state?.[0]?.status,
             resultType: run?.state?.[0]?.result?.resultType,
             duration: run?.state?.[0]?.durationMillis,
-            inputs: run?.inputs?.relationships.map((relationship) => relationship.entity),
-            outputs: run?.outputs?.relationships.map((relationship) => relationship.entity),
+            inputs: run?.inputs?.relationships?.map((relationship) => relationship.entity),
+            outputs: run?.outputs?.relationships?.map((relationship) => relationship.entity),
             externalUrl: run?.externalUrl,
             parentTemplate: run?.parentTemplate?.relationships?.[0]?.entity,
         }));
diff --git a/datahub-web-react/src/app/entity/dataset/profile/schema/utils/schemaTitleRenderer.tsx b/datahub-web-react/src/app/entity/dataset/profile/schema/utils/schemaTitleRenderer.tsx
index 3d03b6306454d8..fdd03622fc0e19 100644
--- a/datahub-web-react/src/app/entity/dataset/profile/schema/utils/schemaTitleRenderer.tsx
+++ b/datahub-web-react/src/app/entity/dataset/profile/schema/utils/schemaTitleRenderer.tsx
@@ -69,7 +69,7 @@ export default function useSchemaTitleRenderer(
                         ?.filter(
                             (constraint) =>
                                 (constraint?.sourceFields?.filter(
-                                    (sourceField) => sourceField?.fieldPath.trim() === fieldPath.trim(),
+                                    (sourceField) => sourceField?.fieldPath?.trim() === fieldPath.trim(),
                                 ).length || 0) > 0,
                         )
                         .map((constraint) => (
diff --git a/datahub-web-react/src/app/entity/dataset/profile/schema/utils/utils.ts b/datahub-web-react/src/app/entity/dataset/profile/schema/utils/utils.ts
index 51cb8ab0245196..9d719ae25e2bed 100644
--- a/datahub-web-react/src/app/entity/dataset/profile/schema/utils/utils.ts
+++ b/datahub-web-react/src/app/entity/dataset/profile/schema/utils/utils.ts
@@ -37,7 +37,7 @@ export function convertEditableSchemaMetadataForUpdate(
 ): EditableSchemaMetadataUpdate {
     return {
         editableSchemaFieldInfo:
-            editableSchemaMetadata?.editableSchemaFieldInfo.map((editableSchemaFieldInfo) => ({
+            editableSchemaMetadata?.editableSchemaFieldInfo?.map((editableSchemaFieldInfo) => ({
                 fieldPath: editableSchemaFieldInfo?.fieldPath,
                 description: editableSchemaFieldInfo?.description,
                 globalTags: { tags: convertTagsForUpdate(editableSchemaFieldInfo?.globalTags?.tags || []) },
diff --git a/datahub-web-react/src/app/entity/domain/DataProductsTab/DataProductsTab.tsx b/datahub-web-react/src/app/entity/domain/DataProductsTab/DataProductsTab.tsx
index c834597e41a6d5..15cc99127f3500 100644
--- a/datahub-web-react/src/app/entity/domain/DataProductsTab/DataProductsTab.tsx
+++ b/datahub-web-react/src/app/entity/domain/DataProductsTab/DataProductsTab.tsx
@@ -70,7 +70,7 @@ export default function DataProductsTab() {
         },
     });
     const totalResults = data?.searchAcrossEntities?.total || 0;
-    const searchResults = data?.searchAcrossEntities?.searchResults.map((r) => r.entity) || [];
+    const searchResults = data?.searchAcrossEntities?.searchResults?.map((r) => r.entity) || [];
     const dataProducts = [...createdDataProducts, ...searchResults];
     const displayedDataProducts = dataProducts
         .map(
diff --git a/datahub-web-react/src/app/entity/glossaryTerm/profile/AddRelatedTermsModal.tsx b/datahub-web-react/src/app/entity/glossaryTerm/profile/AddRelatedTermsModal.tsx
index a609dc4cca599d..9131af265a7516 100644
--- a/datahub-web-react/src/app/entity/glossaryTerm/profile/AddRelatedTermsModal.tsx
+++ b/datahub-web-react/src/app/entity/glossaryTerm/profile/AddRelatedTermsModal.tsx
@@ -104,7 +104,10 @@ function AddRelatedTermsModal(props: Props) {
         const newUrns = [...selectedUrns, urn];
         setSelectedUrns(newUrns);
         const selectedSearchOption = tagSearchOptions.find((option) => option.props.value === urn);
-        setSelectedTerms([...selectedTerms, { urn, component: <TermLabel name={selectedSearchOption?.props.name} /> }]);
+        setSelectedTerms([
+            ...selectedTerms,
+            { urn, component: <TermLabel name={selectedSearchOption?.props?.name} /> },
+        ]);
     };
 
     // When a Tag or term search result is deselected, remove the urn from the Owners
diff --git a/datahub-web-react/src/app/entity/glossaryTerm/profile/GlossaryRelatedEntity.tsx b/datahub-web-react/src/app/entity/glossaryTerm/profile/GlossaryRelatedEntity.tsx
index 098e97e526fd84..6959fc082f7346 100644
--- a/datahub-web-react/src/app/entity/glossaryTerm/profile/GlossaryRelatedEntity.tsx
+++ b/datahub-web-react/src/app/entity/glossaryTerm/profile/GlossaryRelatedEntity.tsx
@@ -22,7 +22,7 @@ export default function GlossaryRelatedEntity() {
         ]) ||
         [];
 
-    entityData?.isAChildren?.relationships.forEach((term) => {
+    entityData?.isAChildren?.relationships?.forEach((term) => {
         const childUrn = term.entity?.urn;
 
         if (childUrn) {
diff --git a/datahub-web-react/src/app/entity/mlFeatureTable/profile/Sources.tsx b/datahub-web-react/src/app/entity/mlFeatureTable/profile/Sources.tsx
index eb114e9774e294..56c0fcbb602003 100644
--- a/datahub-web-react/src/app/entity/mlFeatureTable/profile/Sources.tsx
+++ b/datahub-web-react/src/app/entity/mlFeatureTable/profile/Sources.tsx
@@ -35,14 +35,14 @@ export default function SourcesView() {
             features?.reduce((accumulator: Array<Dataset>, feature) => {
                 if (feature.__typename === 'MLFeature' && feature.properties?.sources) {
                     // eslint-disable-next-line array-callback-return
-                    feature.properties?.sources.map((source: Dataset | null) => {
+                    feature.properties?.sources?.map((source: Dataset | null) => {
                         if (source && accumulator.findIndex((dataset) => dataset.urn === source?.urn) === -1) {
                             accumulator.push(source);
                         }
                     });
                 } else if (feature.__typename === 'MLPrimaryKey' && feature.properties?.sources) {
                     // eslint-disable-next-line array-callback-return
-                    feature.properties?.sources.map((source: Dataset | null) => {
+                    feature.properties?.sources?.map((source: Dataset | null) => {
                         if (source && accumulator.findIndex((dataset) => dataset.urn === source?.urn) === -1) {
                             accumulator.push(source);
                         }
diff --git a/datahub-web-react/src/app/entity/mlModel/profile/MlModelFeaturesTab.tsx b/datahub-web-react/src/app/entity/mlModel/profile/MlModelFeaturesTab.tsx
index b8dc64793c2256..7fd719177d1516 100644
--- a/datahub-web-react/src/app/entity/mlModel/profile/MlModelFeaturesTab.tsx
+++ b/datahub-web-react/src/app/entity/mlModel/profile/MlModelFeaturesTab.tsx
@@ -9,7 +9,7 @@ export default function MlModelFeaturesTab() {
     const entity = useBaseEntity() as GetMlModelQuery;
 
     const model = entity && entity.mlModel;
-    const features = model?.features?.relationships.map((relationship) => relationship.entity) as Array<
+    const features = model?.features?.relationships?.map((relationship) => relationship.entity) as Array<
         MlFeature | MlPrimaryKey
     >;
 
diff --git a/datahub-web-react/src/app/entity/ownership/OwnershipList.tsx b/datahub-web-react/src/app/entity/ownership/OwnershipList.tsx
index 8d6e109d2bca36..3d7904a5c55052 100644
--- a/datahub-web-react/src/app/entity/ownership/OwnershipList.tsx
+++ b/datahub-web-react/src/app/entity/ownership/OwnershipList.tsx
@@ -64,7 +64,7 @@ export const OwnershipList = () => {
     });
     const totalOwnershipTypes = data?.listOwnershipTypes?.total || 0;
     const ownershipTypes =
-        data?.listOwnershipTypes?.ownershipTypes.filter((type) => type.urn !== 'urn:li:ownershipType:none') || [];
+        data?.listOwnershipTypes?.ownershipTypes?.filter((type) => type.urn !== 'urn:li:ownershipType:none') || [];
 
     const onClickCreateOwnershipType = () => {
         setShowOwnershipBuilder(true);
diff --git a/datahub-web-react/src/app/entity/shared/EntityDropdown/DomainParentSelect.tsx b/datahub-web-react/src/app/entity/shared/EntityDropdown/DomainParentSelect.tsx
index d43b04ec11a165..1e918757e46192 100644
--- a/datahub-web-react/src/app/entity/shared/EntityDropdown/DomainParentSelect.tsx
+++ b/datahub-web-react/src/app/entity/shared/EntityDropdown/DomainParentSelect.tsx
@@ -23,7 +23,7 @@ export function filterResultsForMove(entity: Domain, entityUrn: string) {
     return (
         entity.urn !== entityUrn &&
         entity.__typename === 'Domain' &&
-        !entity.parentDomains?.domains.some((node) => node.urn === entityUrn)
+        !entity.parentDomains?.domains?.some((node) => node.urn === entityUrn)
     );
 }
 
diff --git a/datahub-web-react/src/app/entity/shared/EntityDropdown/NodeParentSelect.tsx b/datahub-web-react/src/app/entity/shared/EntityDropdown/NodeParentSelect.tsx
index 7227354a465695..3746c5f6b95f82 100644
--- a/datahub-web-react/src/app/entity/shared/EntityDropdown/NodeParentSelect.tsx
+++ b/datahub-web-react/src/app/entity/shared/EntityDropdown/NodeParentSelect.tsx
@@ -22,7 +22,7 @@ export function filterResultsForMove(entity: GlossaryNode, entityUrn: string) {
     return (
         entity.urn !== entityUrn &&
         entity.__typename === 'GlossaryNode' &&
-        !entity.parentNodes?.nodes.some((node) => node.urn === entityUrn)
+        !entity.parentNodes?.nodes?.some((node) => node.urn === entityUrn)
     );
 }
 
diff --git a/datahub-web-react/src/app/entity/shared/EntityDropdown/useHandleMoveDomainComplete.ts b/datahub-web-react/src/app/entity/shared/EntityDropdown/useHandleMoveDomainComplete.ts
index 81f19331e18b77..2d9c346e18d5b4 100644
--- a/datahub-web-react/src/app/entity/shared/EntityDropdown/useHandleMoveDomainComplete.ts
+++ b/datahub-web-react/src/app/entity/shared/EntityDropdown/useHandleMoveDomainComplete.ts
@@ -13,7 +13,7 @@ export function useHandleMoveDomainComplete() {
         if (!entityData) return;
 
         const domain = entityData as Domain;
-        const oldParentUrn = domain.parentDomains?.domains.length ? domain.parentDomains.domains[0].urn : undefined;
+        const oldParentUrn = domain.parentDomains?.domains?.length ? domain.parentDomains.domains[0].urn : undefined;
 
         analytics.event({
             type: EventType.MoveDomainEvent,
diff --git a/datahub-web-react/src/app/entity/shared/__tests__/siblingsUtils.test.ts b/datahub-web-react/src/app/entity/shared/__tests__/siblingsUtils.test.ts
index 00e89e5943c176..f3b857ab2ef3be 100644
--- a/datahub-web-react/src/app/entity/shared/__tests__/siblingsUtils.test.ts
+++ b/datahub-web-react/src/app/entity/shared/__tests__/siblingsUtils.test.ts
@@ -203,10 +203,10 @@ describe('siblingUtils', () => {
 
             // merges schema metadata properly  by fieldPath
             expect(combinedData.dataset.schemaMetadata?.fields).toHaveLength(4);
-            expect(combinedData.dataset.schemaMetadata?.fields[0].fieldPath).toEqual('new_one');
-            expect(combinedData.dataset.schemaMetadata?.fields[1].fieldPath).toEqual('DUPLICATE_FIELD');
-            expect(combinedData.dataset.schemaMetadata?.fields[2].fieldPath).toEqual('user_id');
-            expect(combinedData.dataset.schemaMetadata?.fields[3].fieldPath).toEqual('user_name');
+            expect(combinedData.dataset.schemaMetadata?.fields[0]?.fieldPath).toEqual('new_one');
+            expect(combinedData.dataset.schemaMetadata?.fields[1]?.fieldPath).toEqual('DUPLICATE_FIELD');
+            expect(combinedData.dataset.schemaMetadata?.fields[2]?.fieldPath).toEqual('user_id');
+            expect(combinedData.dataset.schemaMetadata?.fields[3]?.fieldPath).toEqual('user_name');
 
             // will overwrite string properties w/ primary
             expect(combinedData.dataset.editableProperties.description).toEqual('secondary description');
diff --git a/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/CreateERModelRelationModal.tsx b/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/CreateERModelRelationModal.tsx
index ea40fb71818033..de22daeeedd817 100644
--- a/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/CreateERModelRelationModal.tsx
+++ b/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/CreateERModelRelationModal.tsx
@@ -241,9 +241,9 @@ export const CreateERModelRelationModal = ({
     };
 
     const table1NameBusiness = getDatasetName(table1Dataset);
-    const table1NameTech = table1Dataset?.name || table1Dataset?.urn.split(',').at(1) || '';
+    const table1NameTech = table1Dataset?.name || table1Dataset?.urn?.split(',').at(1) || '';
     const table2NameBusiness = getDatasetName(table2Dataset);
-    const table2NameTech = table2Dataset?.name || table2Dataset?.urn.split(',').at(1) || '';
+    const table2NameTech = table2Dataset?.name || table2Dataset?.urn?.split(',').at(1) || '';
 
     const handleAdd = () => {
         const newData: ERModelRelationDataType = {
diff --git a/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/ERModelRelationUtils.tsx b/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/ERModelRelationUtils.tsx
index e7a242daa5121a..0eb198aec48033 100644
--- a/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/ERModelRelationUtils.tsx
+++ b/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/ERModelRelationUtils.tsx
@@ -68,6 +68,6 @@ export function getDatasetName(datainput: any): string {
         datainput?.editableProperties?.name ||
         datainput?.properties?.name ||
         datainput?.name ||
-        datainput?.urn.split(',').at(1)
+        datainput?.urn?.split(',').at(1)
     );
 }
diff --git a/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/EditableCell.tsx b/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/EditableCell.tsx
index a190d9090cc8c4..4320aacd53e4af 100644
--- a/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/EditableCell.tsx
+++ b/datahub-web-react/src/app/entity/shared/components/styled/ERModelRelationship/EditableCell.tsx
@@ -53,7 +53,7 @@ export const EditableCell = ({
                 <Select
                     size="large"
                     className="ermodelrelation-select-selector"
-                    options={tableRecord?.schemaMetadata?.fields.map((result) => ({
+                    options={tableRecord?.schemaMetadata?.fields?.map((result) => ({
                         value: result.fieldPath,
                         label: result.fieldPath,
                     }))}
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/nav/ProfileNavBrowsePathV2.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/nav/ProfileNavBrowsePathV2.tsx
index d91bb565c0cd19..7805c8c73b3578 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/nav/ProfileNavBrowsePathV2.tsx
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/nav/ProfileNavBrowsePathV2.tsx
@@ -87,7 +87,7 @@ export default function ProfileNavBrowsePathV2({ urn, type }: Props) {
                         {entityRegistry.getDisplayName(EntityType.DataPlatform, entityData.platform)}
                     </BreadcrumbItem>
                 )}
-                {entityData?.browsePathV2?.path.map((pathEntry, index) => (
+                {entityData?.browsePathV2?.path?.map((pathEntry, index) => (
                     <BreadcrumbItem
                         key={pathEntry.name}
                         disabled={!isBrowsable}
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/SetDataProductModal.tsx b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/SetDataProductModal.tsx
index 904b4c064f0016..ece50e5ae14965 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/SetDataProductModal.tsx
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/DataProduct/SetDataProductModal.tsx
@@ -146,7 +146,7 @@ export default function SetDataProductModal({
                 tagRender={tagRender}
                 onBlur={() => setQuery('')}
             >
-                {data?.searchAcrossEntities?.searchResults.map((result) => (
+                {data?.searchAcrossEntities?.searchResults?.map((result) => (
                     <Select.Option value={result.entity.urn} key={result.entity.urn}>
                         <OptionWrapper>
                             {entityRegistry.getIcon(EntityType.DataProduct, 12, IconStyleType.ACCENT, 'black')}
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/useGetPromptInfo.ts b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/useGetPromptInfo.ts
index 252cefb9f6f4f2..e141114f2c4785 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/useGetPromptInfo.ts
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/useGetPromptInfo.ts
@@ -18,10 +18,10 @@ export default function useGetPromptInfo(formUrn?: string) {
         requiredEntityPrompts,
     } = getEntityPromptsInfo(prompts, entityData);
     const { fieldPrompts, numRequiredFieldPromptsRemaining, numOptionalFieldPromptsRemaining, requiredFieldPrompts } =
-        getFieldPromptsInfo(prompts, entityData, entityWithSchema?.schemaMetadata?.fields.length || 0, formUrn);
+        getFieldPromptsInfo(prompts, entityData, entityWithSchema?.schemaMetadata?.fields?.length || 0, formUrn);
     // Multiply number of field prompts by number of schema fields for total number of schema field prompts
     const totalRequiredSchemaFieldPrompts =
-        (entityWithSchema?.schemaMetadata?.fields.length || 0) * requiredFieldPrompts.length;
+        (entityWithSchema?.schemaMetadata?.fields?.length || 0) * requiredFieldPrompts.length;
 
     const numRequiredPromptsRemaining = numRequiredEntityPromptsRemaining + numRequiredFieldPromptsRemaining;
     const numOptionalPromptsRemaining = numOptionalEntityPromptsRemaining + numOptionalFieldPromptsRemaining;
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/utils.ts b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/utils.ts
index 4a0ae2131623f2..c7c0e6f48b4115 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/utils.ts
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/sidebar/FormInfo/utils.ts
@@ -197,7 +197,7 @@ export function findPromptAssociation(prompt: FormPrompt, allPrompts: Array<Form
 // Get the prompts for a given form
 export function getPromptsForForm(formUrn: string, entityData: GenericEntityProperties | null) {
     const formAssociation = getFormAssociation(formUrn, entityData);
-    return formAssociation?.form.info.prompts || [];
+    return formAssociation?.form?.info?.prompts || [];
 }
 
 /*
@@ -279,7 +279,7 @@ export function isVerificationComplete(entityData: GenericEntityProperties | nul
 
 export function isFormVerificationType(entityData: GenericEntityProperties | null, formUrn: string) {
     const formAssociation = getFormAssociation(formUrn, entityData);
-    return formAssociation?.form.info.type === FormType.Verification;
+    return formAssociation?.form?.info?.type === FormType.Verification;
 }
 
 /*
@@ -317,6 +317,6 @@ export function getVerificationAuditStamp(entityData: GenericEntityProperties |
 export function getBulkByQuestionPrompts(formUrn: string, entityData: GenericEntityProperties | null) {
     const formAssociation = getFormAssociation(formUrn, entityData);
     return (
-        formAssociation?.form.info.prompts.filter((prompt) => !SCHEMA_FIELD_PROMPT_TYPES.includes(prompt.type)) || []
+        formAssociation?.form?.info?.prompts?.filter((prompt) => !SCHEMA_FIELD_PROMPT_TYPES.includes(prompt.type)) || []
     );
 }
diff --git a/datahub-web-react/src/app/entity/shared/containers/profile/utils.ts b/datahub-web-react/src/app/entity/shared/containers/profile/utils.ts
index c32ba405630550..bb35755826a899 100644
--- a/datahub-web-react/src/app/entity/shared/containers/profile/utils.ts
+++ b/datahub-web-react/src/app/entity/shared/containers/profile/utils.ts
@@ -231,7 +231,7 @@ export function sortEntityProfileTabs(appConfig: AppConfig, entityType: EntityTy
     const sortedTabs = [...tabs];
 
     if (entityType === EntityType.Domain && appConfig.visualConfig.entityProfiles?.domain?.defaultTab) {
-        const defaultTabId = appConfig.visualConfig.entityProfiles?.domain.defaultTab;
+        const defaultTabId = appConfig.visualConfig.entityProfiles?.domain?.defaultTab;
         sortTabsWithDefaultTabId(sortedTabs, defaultTabId);
     }
 
diff --git a/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/FailingAssertions.tsx b/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/FailingAssertions.tsx
index 0784be9ff2f885..939418ffc11047 100644
--- a/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/FailingAssertions.tsx
+++ b/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/FailingAssertions.tsx
@@ -28,7 +28,7 @@ export default function FailingAssertions({ upstreamSummary }: Props) {
             failing assertions
             <FailingDataWrapper>
                 {datasetsWithFailingAssertions.map((dataset) => {
-                    const totalNumAssertions = dataset.assertions?.assertions.length;
+                    const totalNumAssertions = dataset.assertions?.assertions?.length;
                     const numAssertionsFailing = getNumAssertionsFailing(dataset);
 
                     return (
diff --git a/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/utils.ts b/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/utils.ts
index 374c00f34a8a81..84b18725972e63 100644
--- a/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/utils.ts
+++ b/datahub-web-react/src/app/entity/shared/embed/UpstreamHealth/utils.ts
@@ -53,7 +53,7 @@ export function extractUpstreamSummary(upstreams: Entity[]) {
 export function getNumAssertionsFailing(dataset: Dataset) {
     let numFailing = 0;
 
-    dataset.assertions?.assertions.forEach((assertion) => {
+    dataset.assertions?.assertions?.forEach((assertion) => {
         if (assertion.runEvents?.failed) {
             numFailing += 1;
         }
diff --git a/datahub-web-react/src/app/entity/shared/entityForm/EntityFormContextProvider.tsx b/datahub-web-react/src/app/entity/shared/entityForm/EntityFormContextProvider.tsx
index 278cb02a89ac92..44d771515f6906 100644
--- a/datahub-web-react/src/app/entity/shared/entityForm/EntityFormContextProvider.tsx
+++ b/datahub-web-react/src/app/entity/shared/entityForm/EntityFormContextProvider.tsx
@@ -19,7 +19,7 @@ export default function EntityFormContextProvider({ children, formUrn }: Props)
     const { entityData, refetch: refetchEntityProfile, loading: profileLoading } = useEntityContext();
     const formAssociation = getFormAssociation(formUrn, entityData);
     const initialPromptId =
-        formAssociation?.form.info.prompts.filter((prompt) => !SCHEMA_FIELD_PROMPT_TYPES.includes(prompt.type))[0]
+        formAssociation?.form?.info?.prompts?.filter((prompt) => !SCHEMA_FIELD_PROMPT_TYPES.includes(prompt.type))[0]
             ?.id || null;
     const isVerificationType = isFormVerificationType(entityData, formUrn);
     const [formView, setFormView] = useState<FormView>(FormView.BY_ENTITY);
diff --git a/datahub-web-react/src/app/entity/shared/entityForm/Form.tsx b/datahub-web-react/src/app/entity/shared/entityForm/Form.tsx
index 88b3c25162ec56..05fd91d4680ac7 100644
--- a/datahub-web-react/src/app/entity/shared/entityForm/Form.tsx
+++ b/datahub-web-react/src/app/entity/shared/entityForm/Form.tsx
@@ -54,9 +54,9 @@ function Form({ formUrn }: Props) {
     if (!hasRendered) return <Loading />;
 
     const formAssociation = getFormAssociation(formUrn, entityData);
-    const title = formAssociation?.form.info.name;
+    const title = formAssociation?.form?.info?.name;
     const associatedUrn = formAssociation?.associatedUrn;
-    const description = formAssociation?.form.info.description;
+    const description = formAssociation?.form?.info?.description;
     const owners = formAssociation?.form.ownership?.owners;
 
     return (
diff --git a/datahub-web-react/src/app/entity/shared/entityForm/prompts/StructuredPropertyPrompt/utils.ts b/datahub-web-react/src/app/entity/shared/entityForm/prompts/StructuredPropertyPrompt/utils.ts
index 1050c5fcde7283..9840f9a2cbd05c 100644
--- a/datahub-web-react/src/app/entity/shared/entityForm/prompts/StructuredPropertyPrompt/utils.ts
+++ b/datahub-web-react/src/app/entity/shared/entityForm/prompts/StructuredPropertyPrompt/utils.ts
@@ -20,7 +20,7 @@ export function getInitialValues(prompt: FormPrompt, entityData: GenericEntityPr
             (propAssignment) => propAssignment.structuredProperty.urn === structuredProperty?.urn,
         );
     }
-    return structuredPropertyAssignment?.values.map((value) => getStructuredPropertyValue(value as PropertyValue));
+    return structuredPropertyAssignment?.values?.map((value) => getStructuredPropertyValue(value as PropertyValue));
 }
 
 export function getInitialEntitiesForUrnPrompt(
diff --git a/datahub-web-react/src/app/entity/shared/entityForm/schemaFieldPrompts/SchemaFieldPrompts.tsx b/datahub-web-react/src/app/entity/shared/entityForm/schemaFieldPrompts/SchemaFieldPrompts.tsx
index 087a42e3f8000c..0a39d2ef8a5f4d 100644
--- a/datahub-web-react/src/app/entity/shared/entityForm/schemaFieldPrompts/SchemaFieldPrompts.tsx
+++ b/datahub-web-react/src/app/entity/shared/entityForm/schemaFieldPrompts/SchemaFieldPrompts.tsx
@@ -26,7 +26,7 @@ export default function SchemaFieldPrompts({ prompts, associatedUrn }: Props) {
         <>
             <Divider />
             <FieldPromptsTitle data-testid="field-level-requirements">Field-Level Requirements</FieldPromptsTitle>
-            {entityWithSchema?.schemaMetadata?.fields.map((field) => (
+            {entityWithSchema?.schemaMetadata?.fields?.map((field) => (
                 <VirtualScrollChild key={field.fieldPath} height={50} triggerOnce>
                     <SchemaFieldDropdown prompts={prompts} field={field as SchemaField} associatedUrn={associatedUrn} />
                 </VirtualScrollChild>
diff --git a/datahub-web-react/src/app/entity/shared/entityForm/useShouldShowVerificationPrompt.ts b/datahub-web-react/src/app/entity/shared/entityForm/useShouldShowVerificationPrompt.ts
index d7a8a417a0c866..8987848dc12dda 100644
--- a/datahub-web-react/src/app/entity/shared/entityForm/useShouldShowVerificationPrompt.ts
+++ b/datahub-web-react/src/app/entity/shared/entityForm/useShouldShowVerificationPrompt.ts
@@ -28,7 +28,7 @@ export default function useShouldShowVerificationPrompt(formUrn: string) {
     const { entityData } = useEntityData();
     const formVerification = getFormVerification(formUrn, entityData);
     const formAssociation = getFormAssociation(formUrn, entityData);
-    const formType = formAssociation?.form.info.type;
+    const formType = formAssociation?.form?.info?.type;
 
     return shouldShowVerificationPrompt({
         formType,
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/AccessManagement/utils.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/AccessManagement/utils.tsx
index 5b61e0df5f53ef..96a99b172b574e 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/AccessManagement/utils.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/AccessManagement/utils.tsx
@@ -2,8 +2,8 @@ export function handleAccessRoles(externalRoles) {
     const accessRoles = new Array<any>();
     if (
         externalRoles?.dataset?.access &&
-        externalRoles?.dataset?.access.roles &&
-        externalRoles?.dataset?.access.roles.length > 0
+        externalRoles?.dataset?.access?.roles &&
+        externalRoles?.dataset?.access?.roles?.length > 0
     ) {
         externalRoles?.dataset?.access?.roles?.forEach((userRoles) => {
             const role = {
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx
index 83ebb8f6b78285..e287e3675c26ab 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/SchemaTable.tsx
@@ -193,7 +193,7 @@ export default function SchemaTable({
     function getCount(fieldPath: any) {
         const data: any =
             usageStats?.aggregations?.fields &&
-            usageStats?.aggregations?.fields.find((field) => {
+            usageStats?.aggregations?.fields?.find((field) => {
                 return field?.fieldName === fieldPath;
             });
         return data && data.count;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/ForeignKeyLabel.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/ForeignKeyLabel.tsx
index fa4826551c3a45..7aec54d9f3b87d 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/ForeignKeyLabel.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/ForeignKeyLabel.tsx
@@ -38,7 +38,7 @@ export default function ForeignKeyLabel({
     const selectedFk = useContext(FkContext);
 
     const onOpenFk = () => {
-        if (selectedFk?.fieldPath.trim() === fieldPath.trim() && selectedFk?.constraint?.name === constraint?.name) {
+        if (selectedFk?.fieldPath?.trim() === fieldPath.trim() && selectedFk?.constraint?.name === constraint?.name) {
             onClick(null);
         } else {
             onClick({ fieldPath, constraint });
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertyTypeLabel.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertyTypeLabel.tsx
index 366fc4762b2106..b4ffce294d136a 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertyTypeLabel.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/PropertyTypeLabel.tsx
@@ -31,8 +31,8 @@ export default function PropertyTypeLabel({ type, dataType }: Props) {
     const nativeFallback = type.type === SchemaFieldDataType.Null;
 
     const typeText =
-        dataType?.info.displayName ||
-        dataType?.info.type ||
+        dataType?.info?.displayName ||
+        dataType?.info?.type ||
         (nativeFallback ? truncate(250, nativeDataType) : type.type);
 
     return <PropertyTypeBadge count={capitalizeFirstLetterOnly(typeText)} />;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx
index d6f2a837482512..98cfa296508cbe 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/FieldProperties.tsx
@@ -74,7 +74,7 @@ export default function FieldProperties({ expandedField, schemaColumnProperties
             <PropertiesWrapper>
                 {properties.map((structuredProp) => {
                     const isRichText =
-                        structuredProp.structuredProperty.definition.valueType?.info.type === StdDataType.RichText;
+                        structuredProp.structuredProperty.definition.valueType?.info?.type === StdDataType.RichText;
                     const valuesData = mapStructuredPropertyValues(structuredProp);
                     const hasMultipleValues = valuesData.length > 1;
 
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx
index df0cd8b2dd762f..798795c19de65d 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/components/SchemaFieldDrawer/SchemaFieldDrawer.tsx
@@ -49,7 +49,7 @@ export default function SchemaFieldDrawer({
     );
     const expandedField =
         expandedFieldIndex !== undefined && expandedFieldIndex !== -1 ? schemaFields[expandedFieldIndex] : undefined;
-    const editableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo.find((candidateEditableFieldInfo) =>
+    const editableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo?.find((candidateEditableFieldInfo) =>
         pathMatchesNewPath(candidateEditableFieldInfo.fieldPath, expandedField?.fieldPath),
     );
     const schemaColumnProperties = useGetSchemaColumnProperties();
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useDescriptionRenderer.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useDescriptionRenderer.tsx
index bb70c2cb493037..b754624446cef3 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useDescriptionRenderer.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useDescriptionRenderer.tsx
@@ -22,7 +22,7 @@ export default function useDescriptionRenderer(editableSchemaMetadata: EditableS
     };
 
     return (description: string, record: SchemaField, index: number): JSX.Element => {
-        const editableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo.find((candidateEditableFieldInfo) =>
+        const editableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo?.find((candidateEditableFieldInfo) =>
             pathMatchesNewPath(candidateEditableFieldInfo.fieldPath, record.fieldPath),
         );
         const { schemaFieldEntity } = record;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRenderer.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRenderer.tsx
index 8652f4bb2e8b8b..e5f27a5001eb52 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRenderer.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRenderer.tsx
@@ -21,7 +21,7 @@ export default function useTagsAndTermsRenderer(
     };
 
     const tagAndTermRender = (tags: GlobalTags, record: SchemaField) => {
-        const relevantEditableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo.find(
+        const relevantEditableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo?.find(
             (candidateEditableFieldInfo) => pathMatchesNewPath(candidateEditableFieldInfo.fieldPath, record.fieldPath),
         );
 
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRendererFeatureTable.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRendererFeatureTable.tsx
index df9e01ac4d4441..ac3e13dabc86d4 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRendererFeatureTable.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Schema/utils/useTagsAndTermsRendererFeatureTable.tsx
@@ -14,7 +14,7 @@ export default function useTagsAndTermsRendererFeatureTable(
     const refetch = useRefetch();
 
     const tagAndTermRender = (tags: GlobalTags, record: SchemaField, rowIndex: number | undefined) => {
-        const relevantEditableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo.find(
+        const relevantEditableFieldInfo = editableSchemaMetadata?.editableSchemaFieldInfo?.find(
             (candidateEditableFieldInfo) => pathMatchesNewPath(candidateEditableFieldInfo.fieldPath, record.fieldPath),
         );
 
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/DatasetAssertionDetails.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/DatasetAssertionDetails.tsx
index 73259b0ec832ab..ad2c4e05d77098 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/DatasetAssertionDetails.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/DatasetAssertionDetails.tsx
@@ -97,7 +97,7 @@ export const DatasetAssertionDetails = ({ urn, lastEvaluatedAtMillis }: Props) =
     };
 
     const completeAssertionRunEvents =
-        data?.assertion?.runEvents?.runEvents.filter((runEvent) => runEvent.status === AssertionRunStatus.Complete) ||
+        data?.assertion?.runEvents?.runEvents?.filter((runEvent) => runEvent.status === AssertionRunStatus.Complete) ||
         [];
 
     /**
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/FreshnessScheduleSummary.tsx b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/FreshnessScheduleSummary.tsx
index 5009587c0d2775..3659e527a872bf 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/FreshnessScheduleSummary.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/FreshnessScheduleSummary.tsx
@@ -29,7 +29,7 @@ export const FreshnessScheduleSummary = ({ definition, evaluationSchedule }: Pro
         case FreshnessAssertionScheduleType.FixedInterval:
             scheduleText = `In the past ${
                 definition.fixedInterval?.multiple
-            } ${definition.fixedInterval?.unit.toLocaleLowerCase()}s${
+            } ${definition.fixedInterval?.unit?.toLocaleLowerCase()}s${
                 cronStr ? `, as of ${cronstrue.toString(cronStr).toLowerCase()}` : ''
             }`;
             break;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/builder/utils.ts b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/builder/utils.ts
index da2ae66d1ec9c9..7eeb526d2bf4dd 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/builder/utils.ts
+++ b/datahub-web-react/src/app/entity/shared/tabs/Dataset/Validations/contract/builder/utils.ts
@@ -9,12 +9,12 @@ export const createBuilderState = (contract?: DataContract | null): DataContract
         return {
             schema:
                 (contract?.properties?.schema?.length && {
-                    assertionUrn: contract?.properties?.schema[0].assertion.urn,
+                    assertionUrn: contract?.properties?.schema[0]?.assertion?.urn,
                 }) ||
                 undefined,
             freshness:
                 (contract?.properties?.freshness?.length && {
-                    assertionUrn: contract?.properties?.freshness[0].assertion.urn,
+                    assertionUrn: contract?.properties?.freshness[0]?.assertion?.urn,
                 }) ||
                 undefined,
             dataQuality:
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Entity/ChartDashboardsTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/Entity/ChartDashboardsTab.tsx
index 89e017947519c9..fc1ff4784dac73 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Entity/ChartDashboardsTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Entity/ChartDashboardsTab.tsx
@@ -7,7 +7,7 @@ import { useEntityRegistry } from '../../../../useEntityRegistry';
 export const ChartDashboardsTab = () => {
     const entity = useBaseEntity() as any;
     const chart = entity && entity.chart;
-    const dashboards = chart?.dashboards?.relationships.map((relationship) => relationship.entity);
+    const dashboards = chart?.dashboards?.relationships?.map((relationship) => relationship.entity);
     const entityRegistry = useEntityRegistry();
     const totalDashboards = chart?.dashboards?.total || 0;
     const title = `Found in ${totalDashboards} ${
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardChartsTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardChartsTab.tsx
index 7e5b1cdebd77bf..1b099eb1beb547 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardChartsTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardChartsTab.tsx
@@ -7,7 +7,7 @@ import { useEntityRegistry } from '../../../../useEntityRegistry';
 export const DashboardChartsTab = () => {
     const entity = useBaseEntity() as any;
     const dashboard = entity && entity.dashboard;
-    const charts = dashboard?.charts?.relationships.map((relationship) => relationship.entity);
+    const charts = dashboard?.charts?.relationships?.map((relationship) => relationship.entity);
     const entityRegistry = useEntityRegistry();
     const totalCharts = dashboard?.charts?.total || 0;
     const title = `Contains ${totalCharts} ${
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardDatasetsTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardDatasetsTab.tsx
index 62d612b0df4df2..758c412e031dba 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardDatasetsTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Entity/DashboardDatasetsTab.tsx
@@ -7,7 +7,7 @@ import { useEntityRegistry } from '../../../../useEntityRegistry';
 export const DashboardDatasetsTab = () => {
     const entity = useBaseEntity() as any;
     const dashboard = entity && entity.dashboard;
-    const datasets = dashboard?.datasets?.relationships.map((relationship) => relationship.entity);
+    const datasets = dashboard?.datasets?.relationships?.map((relationship) => relationship.entity);
     const entityRegistry = useEntityRegistry();
     const totalDatasets = dashboard?.datasets?.total || 0;
     const title = `Consumes ${totalDatasets} ${
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Entity/DataFlowJobsTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/Entity/DataFlowJobsTab.tsx
index 36e8c035c0d236..cccf8e1449d830 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Entity/DataFlowJobsTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Entity/DataFlowJobsTab.tsx
@@ -30,7 +30,7 @@ export const DataFlowJobsTab = ({ properties = { urn: '' } }: Props) => {
     };
 
     const dataFlow = data && data?.dataFlow;
-    const dataJobs = dataFlow?.childJobs?.relationships.map((relationship) => relationship.entity);
+    const dataJobs = dataFlow?.childJobs?.relationships?.map((relationship) => relationship.entity);
     const entityRegistry = useEntityRegistry();
     const totalJobs = dataFlow?.childJobs?.total || 0;
     const pageSize = data?.dataFlow?.childJobs?.count || 0;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Entity/weaklyTypedAspects/DynamicPropertiesTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/Entity/weaklyTypedAspects/DynamicPropertiesTab.tsx
index 81a9398afa418d..aea879d72376f4 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Entity/weaklyTypedAspects/DynamicPropertiesTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Entity/weaklyTypedAspects/DynamicPropertiesTab.tsx
@@ -25,7 +25,7 @@ export default function DynamicTabularTab({ payload: rawPayload }: Props) {
             width: 210,
             title: 'Name',
             dataIndex: 'key',
-            sorter: (a, b) => a?.key.localeCompare(b?.key || '') || 0,
+            sorter: (a, b) => a?.key?.localeCompare(b?.key || '') || 0,
             defaultSortOrder: 'ascend',
             render: (name: string) => <NameText>{name}</NameText>,
         },
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Incident/components/IncidentListItem.tsx b/datahub-web-react/src/app/entity/shared/tabs/Incident/components/IncidentListItem.tsx
index 3438003c2f17b3..5c413b1e8b3e8b 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Incident/components/IncidentListItem.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Incident/components/IncidentListItem.tsx
@@ -233,7 +233,7 @@ export default function IncidentListItem({ incident, refetch }: Props) {
                                     <>
                                         <IncidentDescriptionLabel>Resolution Note</IncidentDescriptionLabel>
                                         <IncidentDescriptionText>
-                                            {incident?.status.message || 'No additional details'}
+                                            {incident?.status?.message || 'No additional details'}
                                         </IncidentDescriptionText>
                                     </>
                                 ) : null}
@@ -264,15 +264,15 @@ export default function IncidentListItem({ incident, refetch }: Props) {
                                 placement="left"
                                 title={<Typography.Text strong>Note</Typography.Text>}
                                 content={
-                                    incident?.status.message === null ? (
+                                    incident?.status?.message === null ? (
                                         <Typography.Text type="secondary">No additional details</Typography.Text>
                                     ) : (
-                                        <Typography.Text type="secondary">{incident?.status.message}</Typography.Text>
+                                        <Typography.Text type="secondary">{incident?.status?.message}</Typography.Text>
                                     )
                                 }
                             >
                                 <IncidentResolvedText>
-                                    {incident?.status.lastUpdated && (
+                                    {incident?.status?.lastUpdated && (
                                         <Tooltip showArrow={false} title={toLocalDateTimeString(lastModifiedDate)}>
                                             Resolved {toRelativeTimeString(lastModifiedDate)} by{' '}
                                         </Tooltip>
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Lineage/ColumnLineageSelect.tsx b/datahub-web-react/src/app/entity/shared/tabs/Lineage/ColumnLineageSelect.tsx
index ebde070e387813..3b626181f80b1b 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Lineage/ColumnLineageSelect.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Lineage/ColumnLineageSelect.tsx
@@ -70,7 +70,7 @@ export default function ColumnsLineageSelect({
                     allowClear
                     placeholder="Select column"
                 >
-                    {entityWithSchema?.schemaMetadata?.fields.map((field) => {
+                    {entityWithSchema?.schemaMetadata?.fields?.map((field) => {
                         const fieldPath = downgradeV2FieldPath(field.fieldPath);
                         return (
                             <Select.Option value={field.fieldPath}>
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Lineage/generateUseDownloadScrollAcrossLineageSearchResultsHook.ts b/datahub-web-react/src/app/entity/shared/tabs/Lineage/generateUseDownloadScrollAcrossLineageSearchResultsHook.ts
index ab1957f681b834..156471a6dd7f0c 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Lineage/generateUseDownloadScrollAcrossLineageSearchResultsHook.ts
+++ b/datahub-web-react/src/app/entity/shared/tabs/Lineage/generateUseDownloadScrollAcrossLineageSearchResultsHook.ts
@@ -30,11 +30,11 @@ export default function generateUseDownloadSearchAcrossLineageSearchResultsHook(
                 input: {
                     urn,
                     direction,
-                    types: params.variables?.input.types,
-                    query: params.variables?.input.query,
-                    scrollId: params.variables?.input.scrollId,
-                    count: params.variables?.input.count,
-                    orFilters: params.variables?.input.orFilters,
+                    types: params.variables?.input?.types,
+                    query: params.variables?.input?.query,
+                    scrollId: params.variables?.input?.scrollId,
+                    count: params.variables?.input?.count,
+                    orFilters: params.variables?.input?.orFilters,
                     startTimeMillis: startTimeMillis || undefined,
                     endTimeMillis: endTimeMillis || undefined,
                 },
@@ -44,8 +44,8 @@ export default function generateUseDownloadSearchAcrossLineageSearchResultsHook(
         return {
             searchResults: (data?.scrollAcrossLineage && {
                 ...data?.scrollAcrossLineage,
-                nextScrollId: data?.scrollAcrossLineage.nextScrollId,
-                searchResults: data?.scrollAcrossLineage.searchResults,
+                nextScrollId: data?.scrollAcrossLineage?.nextScrollId,
+                searchResults: data?.scrollAcrossLineage?.searchResults,
             }) as DownloadSearchResults,
             loading,
             error,
diff --git a/datahub-web-react/src/app/entity/shared/tabs/ML/MlFeatureFeatureTableTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/ML/MlFeatureFeatureTableTab.tsx
index 2930232b4c6204..bf2e42e8eaf9d7 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/ML/MlFeatureFeatureTableTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/ML/MlFeatureFeatureTableTab.tsx
@@ -10,7 +10,7 @@ export const FeatureTableTab = () => {
     const entityRegistry = useEntityRegistry();
 
     const feature = entity && entity.mlFeature;
-    const featureTables = feature?.featureTables?.relationships.map((relationship) => relationship.entity);
+    const featureTables = feature?.featureTables?.relationships?.map((relationship) => relationship.entity);
 
     const title = `Part of ${entityRegistry.getEntityName(EntityType.MlfeatureTable)}`;
     return <EntityList title={title} type={EntityType.MlfeatureTable} entities={featureTables || []} />;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/ML/MlPrimaryKeyFeatureTableTab.tsx b/datahub-web-react/src/app/entity/shared/tabs/ML/MlPrimaryKeyFeatureTableTab.tsx
index 185e60c27fc807..ecad39fd45e57b 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/ML/MlPrimaryKeyFeatureTableTab.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/ML/MlPrimaryKeyFeatureTableTab.tsx
@@ -10,7 +10,7 @@ export const FeatureTableTab = () => {
     const entityRegistry = useEntityRegistry();
 
     const feature = entity && entity.mlPrimaryKey;
-    const featureTables = feature?.featureTables?.relationships.map((relationship) => relationship.entity);
+    const featureTables = feature?.featureTables?.relationships?.map((relationship) => relationship.entity);
 
     const title = `Part of ${entityRegistry.getEntityName(EntityType.MlfeatureTable)}`;
     return <EntityList title={title} type={EntityType.MlfeatureTable} entities={featureTables || []} />;
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx
index a2d5c44b391e34..a5eafbae353995 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditColumn.tsx
@@ -47,7 +47,7 @@ export function EditColumn({ structuredProperty, associatedUrn, values, refetch,
     const [showConfirmRemove, setShowConfirmRemove] = useState<boolean>(false);
     const mutationUrn = useMutationUrn();
 
-    if (!structuredProperty || structuredProperty?.definition.immutable) {
+    if (!structuredProperty || structuredProperty?.definition?.immutable) {
         return null;
     }
 
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx
index 13aa0dfd42d1ee..1714f0d1872e37 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/Edit/EditStructuredPropertyModal.tsx
@@ -120,7 +120,7 @@ export default function EditStructuredPropertyModal({
             }
             destroyOnClose
         >
-            {structuredProperty?.definition.description && (
+            {structuredProperty?.definition?.description && (
                 <Description>{structuredProperty.definition.description}</Description>
             )}
             <StructuredPropertyInput
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/NameColumn.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/NameColumn.tsx
index 3b718c1ec30edd..069ba991b98c65 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/NameColumn.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/NameColumn.tsx
@@ -77,7 +77,7 @@ export default function NameColumn({ propertyRow, filterText }: Props) {
                     ) : (
                         <span />
                     )}
-                    {structuredProperty?.definition.allowedValues && (
+                    {structuredProperty?.definition?.allowedValues && (
                         <CardinalityLabel structuredProperty={structuredProperty} />
                     )}
                 </NameLabelWrapper>
diff --git a/datahub-web-react/src/app/entity/shared/tabs/Properties/ValuesColumn.tsx b/datahub-web-react/src/app/entity/shared/tabs/Properties/ValuesColumn.tsx
index b050e06f96de85..3e21f1b5e2870b 100644
--- a/datahub-web-react/src/app/entity/shared/tabs/Properties/ValuesColumn.tsx
+++ b/datahub-web-react/src/app/entity/shared/tabs/Properties/ValuesColumn.tsx
@@ -10,7 +10,7 @@ interface Props {
 
 export default function ValuesColumn({ propertyRow, filterText }: Props) {
     const { values } = propertyRow;
-    const isRichText = propertyRow.dataType?.info.type === StdDataType.RichText;
+    const isRichText = propertyRow.dataType?.info?.type === StdDataType.RichText;
 
     return (
         <>
diff --git a/datahub-web-react/src/app/entity/user/UserProfile.tsx b/datahub-web-react/src/app/entity/user/UserProfile.tsx
index 2d6efb95b9d2af..57d02031f4f956 100644
--- a/datahub-web-react/src/app/entity/user/UserProfile.tsx
+++ b/datahub-web-react/src/app/entity/user/UserProfile.tsx
@@ -65,9 +65,9 @@ export default function UserProfile() {
     const castedCorpUser = data?.corpUser as any;
 
     const userGroups: Array<EntityRelationship> =
-        castedCorpUser?.groups?.relationships.map((relationship) => relationship as EntityRelationship) || [];
+        castedCorpUser?.groups?.relationships?.map((relationship) => relationship as EntityRelationship) || [];
     const userRoles: Array<EntityRelationship> =
-        castedCorpUser?.roles?.relationships.map((relationship) => relationship as EntityRelationship) || [];
+        castedCorpUser?.roles?.relationships?.map((relationship) => relationship as EntityRelationship) || [];
 
     // Routed Tabs Constants
     const getTabs = () => {
diff --git a/datahub-web-react/src/app/entity/view/builder/ViewBuilder.tsx b/datahub-web-react/src/app/entity/view/builder/ViewBuilder.tsx
index 8a0b84ce0fa7fd..9d8ba3e7a73922 100644
--- a/datahub-web-react/src/app/entity/view/builder/ViewBuilder.tsx
+++ b/datahub-web-react/src/app/entity/view/builder/ViewBuilder.tsx
@@ -32,7 +32,9 @@ export const ViewBuilder = ({ mode, urn, initialState, onSubmit, onCancel }: Pro
     const [createViewMutation] = useCreateViewMutation();
 
     const emitTrackingEvent = (viewUrn: string, state: ViewBuilderState, isCreate: boolean) => {
-        const filterFields = Array.from(new Set(state.definition?.filter?.filters.map((filter) => filter.field) ?? []));
+        const filterFields = Array.from(
+            new Set(state.definition?.filter?.filters?.map((filter) => filter.field) ?? []),
+        );
         const entityTypes = Array.from(new Set(state.definition?.entityTypes ?? []));
 
         analytics.event({
diff --git a/datahub-web-react/src/app/entity/view/utils.ts b/datahub-web-react/src/app/entity/view/utils.ts
index 68b64714c7ce99..0952cacb5ac45c 100644
--- a/datahub-web-react/src/app/entity/view/utils.ts
+++ b/datahub-web-react/src/app/entity/view/utils.ts
@@ -28,7 +28,7 @@ export const convertStateToUpdateInput = (state: ViewBuilderState) => {
             entityTypes: state?.definition?.entityTypes,
             filter: {
                 operator: state?.definition?.filter?.operator,
-                filters: state?.definition?.filter?.filters.map((filter) => ({
+                filters: state?.definition?.filter?.filters?.map((filter) => ({
                     field: filter.field,
                     condition: filter.condition,
                     values: filter.values,
diff --git a/datahub-web-react/src/app/glossary/BusinessGlossaryPage.tsx b/datahub-web-react/src/app/glossary/BusinessGlossaryPage.tsx
index 4e424b776a8ce2..78944f19caa841 100644
--- a/datahub-web-react/src/app/glossary/BusinessGlossaryPage.tsx
+++ b/datahub-web-react/src/app/glossary/BusinessGlossaryPage.tsx
@@ -70,10 +70,10 @@ function BusinessGlossaryPage() {
         setEntityData(null);
     }, [setEntityData]);
 
-    const terms = termsData?.getRootGlossaryTerms?.terms.sort((termA, termB) =>
+    const terms = termsData?.getRootGlossaryTerms?.terms?.sort((termA, termB) =>
         sortGlossaryTerms(entityRegistry, termA, termB),
     );
-    const nodes = nodesData?.getRootGlossaryNodes?.nodes.sort((nodeA, nodeB) =>
+    const nodes = nodesData?.getRootGlossaryNodes?.nodes?.sort((nodeA, nodeB) =>
         sortGlossaryNodes(entityRegistry, nodeA, nodeB),
     );
 
diff --git a/datahub-web-react/src/app/glossary/GlossaryBrowser/NodeItem.tsx b/datahub-web-react/src/app/glossary/GlossaryBrowser/NodeItem.tsx
index af3c7454425de3..a01c6712cc71f7 100644
--- a/datahub-web-react/src/app/glossary/GlossaryBrowser/NodeItem.tsx
+++ b/datahub-web-react/src/app/glossary/GlossaryBrowser/NodeItem.tsx
@@ -80,7 +80,7 @@ function NodeItem(props: Props) {
     });
 
     useEffect(() => {
-        if (openToEntity && entityData && entityData.parentNodes?.nodes.some((parent) => parent.urn === node.urn)) {
+        if (openToEntity && entityData && entityData.parentNodes?.nodes?.some((parent) => parent.urn === node.urn)) {
             setAreChildrenVisible(true);
         }
     }, [entityData, node.urn, openToEntity]);
diff --git a/datahub-web-react/src/app/glossary/__tests__/utils.test.ts b/datahub-web-react/src/app/glossary/__tests__/utils.test.ts
index b3deb552cc7217..91f50f6dfd983a 100644
--- a/datahub-web-react/src/app/glossary/__tests__/utils.test.ts
+++ b/datahub-web-react/src/app/glossary/__tests__/utils.test.ts
@@ -13,7 +13,7 @@ const glossaryTermWithParent = {
 describe('glossary utils tests', () => {
     it('should get the direct parent node urn in getParentNodeToUpdate for glossary nodes', () => {
         const parentNode = getParentNodeToUpdate(glossaryNode3 as any, EntityType.GlossaryNode);
-        expect(parentNode).toBe(glossaryNode3.parentNodes?.nodes[0].urn);
+        expect(parentNode).toBe(glossaryNode3.parentNodes?.nodes[0]?.urn);
     });
 
     it('should get the direct parent node urn in getParentNodeToUpdate for glossary terms', () => {
diff --git a/datahub-web-react/src/app/glossary/utils.ts b/datahub-web-react/src/app/glossary/utils.ts
index 4cfbb06b8a4f3a..dc08d3ae3eab32 100644
--- a/datahub-web-react/src/app/glossary/utils.ts
+++ b/datahub-web-react/src/app/glossary/utils.ts
@@ -12,8 +12,8 @@ export function getGlossaryRootToUpdate(entityType: EntityType) {
 // Get the urns or special constants for root nodes or terms (above) that need to be refreshed in the Glossary
 // sidebar when making updates (edit name, create term/term group, delete term/term group, move entity)
 export function getParentNodeToUpdate(entityData: GenericEntityProperties | null, entityType: EntityType) {
-    return entityData?.parentNodes?.nodes.length
-        ? entityData?.parentNodes?.nodes[0].urn
+    return entityData?.parentNodes?.nodes?.length
+        ? entityData?.parentNodes?.nodes[0]?.urn
         : getGlossaryRootToUpdate(entityType);
 }
 
diff --git a/datahub-web-react/src/app/home/HomePageHeader.tsx b/datahub-web-react/src/app/home/HomePageHeader.tsx
index c881109f6e419d..586e100ac46f06 100644
--- a/datahub-web-react/src/app/home/HomePageHeader.tsx
+++ b/datahub-web-react/src/app/home/HomePageHeader.tsx
@@ -221,7 +221,7 @@ export const HomePageHeader = () => {
     const searchResultsToShow = useMemo(() => {
         let result: string[] | undefined = [];
         if (searchResultsData) {
-            const entities = searchResultsData?.searchAcrossEntities?.searchResults.map((searchResult) => {
+            const entities = searchResultsData?.searchAcrossEntities?.searchResults?.map((searchResult) => {
                 return searchResult?.entity;
             });
 
diff --git a/datahub-web-react/src/app/ingest/ManageIngestionPage.tsx b/datahub-web-react/src/app/ingest/ManageIngestionPage.tsx
index 5085a20b9b2bba..48dd2ae78ffc48 100644
--- a/datahub-web-react/src/app/ingest/ManageIngestionPage.tsx
+++ b/datahub-web-react/src/app/ingest/ManageIngestionPage.tsx
@@ -52,7 +52,7 @@ export const ManageIngestionPage = () => {
      */
     const me = useUserContext();
     const { config, loaded } = useAppConfig();
-    const isIngestionEnabled = config?.managedIngestionConfig.enabled;
+    const isIngestionEnabled = config?.managedIngestionConfig?.enabled;
     const showIngestionTab = isIngestionEnabled && me && me.platformPrivileges?.manageIngestion;
     const showSecretsTab = isIngestionEnabled && me && me.platformPrivileges?.manageSecrets;
     const [selectedTab, setSelectedTab] = useState<TabType>(TabType.Sources);
diff --git a/datahub-web-react/src/app/ingest/source/IngestionSourceList.tsx b/datahub-web-react/src/app/ingest/source/IngestionSourceList.tsx
index 1990a3d7798973..edb01a5acb07e0 100644
--- a/datahub-web-react/src/app/ingest/source/IngestionSourceList.tsx
+++ b/datahub-web-react/src/app/ingest/source/IngestionSourceList.tsx
@@ -153,7 +153,7 @@ export const IngestionSourceList = () => {
 
     function hasActiveExecution() {
         return !!filteredSources.find((source) =>
-            source.executions?.executionRequests.find((request) => isExecutionRequestActive(request)),
+            source.executions?.executionRequests?.find((request) => isExecutionRequestActive(request)),
         );
     }
     useRefreshIngestionData(onRefresh, hasActiveExecution);
@@ -468,7 +468,7 @@ export const IngestionSourceList = () => {
                 onSubmit={onSubmit}
                 onCancel={onCancel}
             />
-            {isViewingRecipe && <RecipeViewerModal recipe={focusSource?.config.recipe} onCancel={onCancel} />}
+            {isViewingRecipe && <RecipeViewerModal recipe={focusSource?.config?.recipe} onCancel={onCancel} />}
             {focusExecutionUrn && (
                 <ExecutionDetailsModal urn={focusExecutionUrn} open onClose={() => setFocusExecutionUrn(undefined)} />
             )}
diff --git a/datahub-web-react/src/app/ingest/source/IngestionSourceTable.tsx b/datahub-web-react/src/app/ingest/source/IngestionSourceTable.tsx
index d890160958ed1c..2d785d71648533 100644
--- a/datahub-web-react/src/app/ingest/source/IngestionSourceTable.tsx
+++ b/datahub-web-react/src/app/ingest/source/IngestionSourceTable.tsx
@@ -114,16 +114,16 @@ function IngestionSourceTable({
         execCount: source.executions?.total || 0,
         lastExecUrn:
             source.executions &&
-            source.executions?.executionRequests.length > 0 &&
-            source.executions?.executionRequests[0].urn,
+            source.executions?.executionRequests?.length > 0 &&
+            source.executions?.executionRequests[0]?.urn,
         lastExecTime:
             source.executions &&
-            source.executions?.executionRequests.length > 0 &&
-            source.executions?.executionRequests[0].result?.startTimeMs,
+            source.executions?.executionRequests?.length > 0 &&
+            source.executions?.executionRequests[0]?.result?.startTimeMs,
         lastExecStatus:
             source.executions &&
-            source.executions?.executionRequests.length > 0 &&
-            getIngestionSourceStatus(source.executions?.executionRequests[0].result),
+            source.executions?.executionRequests?.length > 0 &&
+            getIngestionSourceStatus(source.executions?.executionRequests[0]?.result),
         cliIngestion: source.config?.executorId === CLI_EXECUTOR_ID,
     }));
 
diff --git a/datahub-web-react/src/app/ingest/source/builder/RecipeForm/RecipeForm.tsx b/datahub-web-react/src/app/ingest/source/builder/RecipeForm/RecipeForm.tsx
index 4199658568b9a6..528c1fe4a6a9e2 100644
--- a/datahub-web-react/src/app/ingest/source/builder/RecipeForm/RecipeForm.tsx
+++ b/datahub-web-react/src/app/ingest/source/builder/RecipeForm/RecipeForm.tsx
@@ -118,7 +118,7 @@ function RecipeForm(props: Props) {
         },
     });
     const secrets =
-        data?.listSecrets?.secrets.sort((secretA, secretB) => secretA.name.localeCompare(secretB.name)) || [];
+        data?.listSecrets?.secrets?.sort((secretA, secretB) => secretA.name.localeCompare(secretB.name)) || [];
     const [form] = Form.useForm();
 
     function updateFormValues(changedValues: any, allValues: any) {
diff --git a/datahub-web-react/src/app/ingest/source/builder/RecipeForm/SecretField/SecretField.tsx b/datahub-web-react/src/app/ingest/source/builder/RecipeForm/SecretField/SecretField.tsx
index 73acfbcc3fc4e4..7e49eb836d4408 100644
--- a/datahub-web-react/src/app/ingest/source/builder/RecipeForm/SecretField/SecretField.tsx
+++ b/datahub-web-react/src/app/ingest/source/builder/RecipeForm/SecretField/SecretField.tsx
@@ -102,7 +102,7 @@ function SecretField({ field, secrets, removeMargin, updateFormValue, refetchSec
         >
             <AutoComplete
                 placeholder={field.placeholder}
-                filterOption={(input, option) => !!option?.value.toLowerCase().includes(input.toLowerCase())}
+                filterOption={(input, option) => !!option?.value?.toLowerCase().includes(input.toLowerCase())}
                 notFoundContent={<>No secrets found</>}
                 options={options}
                 dropdownRender={(menu) => {
diff --git a/datahub-web-react/src/app/ingest/source/builder/RecipeForm/TestConnection/TestConnectionModal.tsx b/datahub-web-react/src/app/ingest/source/builder/RecipeForm/TestConnection/TestConnectionModal.tsx
index 3a0bc47fa7d262..049e30ba5b1415 100644
--- a/datahub-web-react/src/app/ingest/source/builder/RecipeForm/TestConnection/TestConnectionModal.tsx
+++ b/datahub-web-react/src/app/ingest/source/builder/RecipeForm/TestConnection/TestConnectionModal.tsx
@@ -158,9 +158,9 @@ function TestConnectionModal({
                     {testConnectionResult?.basic_connectivity && (
                         <ConnectionCapabilityView
                             capability="Basic Connectivity"
-                            displayMessage={testConnectionResult?.basic_connectivity.failure_reason}
-                            success={testConnectionResult?.basic_connectivity.capable}
-                            tooltipMessage={testConnectionResult?.basic_connectivity.mitigation_message}
+                            displayMessage={testConnectionResult?.basic_connectivity?.failure_reason}
+                            success={testConnectionResult?.basic_connectivity?.capable}
+                            tooltipMessage={testConnectionResult?.basic_connectivity?.mitigation_message}
                             number={1}
                         />
                     )}
diff --git a/datahub-web-react/src/app/ingest/source/executions/IngestionSourceExecutionList.tsx b/datahub-web-react/src/app/ingest/source/executions/IngestionSourceExecutionList.tsx
index 9c40a3334df174..526f6f08334f58 100644
--- a/datahub-web-react/src/app/ingest/source/executions/IngestionSourceExecutionList.tsx
+++ b/datahub-web-react/src/app/ingest/source/executions/IngestionSourceExecutionList.tsx
@@ -49,7 +49,7 @@ export const IngestionSourceExecutionList = ({ urn, isExpanded, lastRefresh, onR
     };
 
     function hasActiveExecution() {
-        return !!data?.ingestionSource?.executions?.executionRequests.find((request) =>
+        return !!data?.ingestionSource?.executions?.executionRequests?.find((request) =>
             isExecutionRequestActive(request as ExecutionRequest),
         );
     }
diff --git a/datahub-web-react/src/app/lineage/LineageEntityColumns.tsx b/datahub-web-react/src/app/lineage/LineageEntityColumns.tsx
index 281d6381741f8d..4777c6fef4fd4d 100644
--- a/datahub-web-react/src/app/lineage/LineageEntityColumns.tsx
+++ b/datahub-web-react/src/app/lineage/LineageEntityColumns.tsx
@@ -67,7 +67,7 @@ export default function LineageEntityColumns({ node, onHover }: Props) {
     }, [displayedFields, node?.data?.urn, setVisibleColumnsByUrn, previousDisplayedFields]);
 
     const hasColumnPagination =
-        (node.data.schemaMetadata?.fields && node.data.schemaMetadata?.fields.length > NUM_COLUMNS_PER_PAGE) ||
+        (node.data.schemaMetadata?.fields && node.data.schemaMetadata?.fields?.length > NUM_COLUMNS_PER_PAGE) ||
         (node.data.inputFields?.fields && node.data.inputFields.fields.length > NUM_COLUMNS_PER_PAGE);
 
     return (
diff --git a/datahub-web-react/src/app/lineage/LineageExplorer.tsx b/datahub-web-react/src/app/lineage/LineageExplorer.tsx
index 2d42d164f6626e..fbf305a034d4da 100644
--- a/datahub-web-react/src/app/lineage/LineageExplorer.tsx
+++ b/datahub-web-react/src/app/lineage/LineageExplorer.tsx
@@ -101,7 +101,7 @@ export default function LineageExplorer({ urn, type }: Props) {
 
     const maybeAddAsyncLoadedEntity = useCallback(
         (entityAndType: EntityAndType) => {
-            if (entityAndType?.entity.urn && !asyncEntities.get(entityAndType?.entity.urn)?.fullyFetched) {
+            if (entityAndType?.entity?.urn && !asyncEntities.get(entityAndType?.entity?.urn)?.fullyFetched) {
                 // record that we have added this entity
                 let newAsyncEntities = extendAsyncEntities(
                     fineGrainedMap,
diff --git a/datahub-web-react/src/app/lineage/manage/AddEntityEdge.tsx b/datahub-web-react/src/app/lineage/manage/AddEntityEdge.tsx
index d5041c63da1d37..a4057f97fe37aa 100644
--- a/datahub-web-react/src/app/lineage/manage/AddEntityEdge.tsx
+++ b/datahub-web-react/src/app/lineage/manage/AddEntityEdge.tsx
@@ -104,7 +104,7 @@ export default function AddEntityEdge({
     }
 
     function selectEntity(urn: string) {
-        const resultEntities = autoCompleteResults?.autoCompleteForMultiple?.suggestions.flatMap(
+        const resultEntities = autoCompleteResults?.autoCompleteForMultiple?.suggestions?.flatMap(
             (suggestion) => suggestion.entities || [],
         );
         const selectedEntity = resultEntities?.find((entity) => entity.urn === urn);
diff --git a/datahub-web-react/src/app/lineage/utils/columnLineageUtils.ts b/datahub-web-react/src/app/lineage/utils/columnLineageUtils.ts
index c3483f229f7a09..bd4f07cae11179 100644
--- a/datahub-web-react/src/app/lineage/utils/columnLineageUtils.ts
+++ b/datahub-web-react/src/app/lineage/utils/columnLineageUtils.ts
@@ -149,7 +149,7 @@ export function filterColumns(
     setColumnsByUrn: (value: React.SetStateAction<Record<string, SchemaField[]>>) => void,
 ) {
     const formattedFilterText = filterText.toLocaleLowerCase();
-    const filteredFields = node.data.schemaMetadata?.fields.filter((field) =>
+    const filteredFields = node.data.schemaMetadata?.fields?.filter((field) =>
         field.fieldPath.toLocaleLowerCase().includes(formattedFilterText),
     );
     if (filteredFields) {
diff --git a/datahub-web-react/src/app/lineage/utils/layoutTree.ts b/datahub-web-react/src/app/lineage/utils/layoutTree.ts
index a972a62308f073..bc88337ccebdb6 100644
--- a/datahub-web-react/src/app/lineage/utils/layoutTree.ts
+++ b/datahub-web-react/src/app/lineage/utils/layoutTree.ts
@@ -219,9 +219,9 @@ function drawColumnEdge({
     const targetFieldY = targetNode?.y || 0 + 3;
     let targetFieldX = (targetNode?.x || 0) + 35 + targetTitleHeight;
     // if currentNode is a dataJob, draw line to center of data job
-    if (targetNode?.data.type === EntityType.DataJob) {
+    if (targetNode?.data?.type === EntityType.DataJob) {
         targetFieldX = targetNode?.x || 0;
-    } else if (!collapsedColumnsNodes[targetNode?.data.urn || 'no-op']) {
+    } else if (!collapsedColumnsNodes[targetNode?.data?.urn || 'no-op']) {
         if (!visibleColumnsByUrn[targetUrn]?.has(targetField)) {
             targetFieldX =
                 (targetNode?.x || 0) +
@@ -299,19 +299,19 @@ function layoutColumnTree(
                 const fieldForwardEdges = fieldPathToEdges[sourceField];
 
                 const currentNode = nodesToRender.find((node) => node.data.urn === entityUrn);
-                const fields = columnsByUrn[currentNode?.data.urn || ''] || [];
+                const fields = columnsByUrn[currentNode?.data?.urn || ''] || [];
                 const fieldIndex = fields.findIndex((candidate) => candidate.fieldPath === sourceField) || 0;
 
                 const sourceTitleHeight = getTitleHeight(
-                    expandTitles ? currentNode?.data.expandedName || currentNode?.data.name : undefined,
+                    expandTitles ? currentNode?.data?.expandedName || currentNode?.data?.name : undefined,
                 );
 
                 const sourceFieldY = currentNode?.y || 0 + 1;
                 let sourceFieldX = (currentNode?.x || 0) + 30 + sourceTitleHeight;
                 // if currentNode is a dataJob, draw line from center of data job
-                if (currentNode?.data.type === EntityType.DataJob) {
+                if (currentNode?.data?.type === EntityType.DataJob) {
                     sourceFieldX = currentNode?.x || 0;
-                } else if (!collapsedColumnsNodes[currentNode?.data.urn || 'no-op']) {
+                } else if (!collapsedColumnsNodes[currentNode?.data?.urn || 'no-op']) {
                     if (!visibleColumnsByUrn[entityUrn]?.has(sourceField)) {
                         sourceFieldX =
                             (currentNode?.x || 0) +
@@ -331,9 +331,9 @@ function layoutColumnTree(
 
                 Object.keys(fieldForwardEdges || {}).forEach((targetUrn) => {
                     const targetNode = nodesToRender.find((node) => node.data.urn === targetUrn);
-                    const targetFields = columnsByUrn[targetNode?.data.urn || ''] || [];
+                    const targetFields = columnsByUrn[targetNode?.data?.urn || ''] || [];
                     const targetTitleHeight = getTitleHeight(
-                        expandTitles ? targetNode?.data.expandedName || targetNode?.data.name : undefined,
+                        expandTitles ? targetNode?.data?.expandedName || targetNode?.data?.name : undefined,
                     );
 
                     (fieldForwardEdges[targetUrn] || []).forEach((targetField) => {
diff --git a/datahub-web-react/src/app/permissions/policy/PolicyActorForm.tsx b/datahub-web-react/src/app/permissions/policy/PolicyActorForm.tsx
index adb660d43f4717..f351c6db3966f3 100644
--- a/datahub-web-react/src/app/permissions/policy/PolicyActorForm.tsx
+++ b/datahub-web-react/src/app/permissions/policy/PolicyActorForm.tsx
@@ -58,7 +58,7 @@ export default function PolicyActorForm({ policyType, actors, setActors }: Props
         },
     });
     const ownershipTypes =
-        ownershipData?.listOwnershipTypes?.ownershipTypes.filter((type) => type.urn !== 'urn:li:ownershipType:none') ||
+        ownershipData?.listOwnershipTypes?.ownershipTypes?.filter((type) => type.urn !== 'urn:li:ownershipType:none') ||
         [];
     const ownershipTypesMap = Object.fromEntries(ownershipTypes.map((type) => [type.urn, type.info?.name]));
     // Toggle the "Owners" switch
diff --git a/datahub-web-react/src/app/permissions/roles/ManageRoles.tsx b/datahub-web-react/src/app/permissions/roles/ManageRoles.tsx
index 7c2cec63071adb..151d23300c7ba8 100644
--- a/datahub-web-react/src/app/permissions/roles/ManageRoles.tsx
+++ b/datahub-web-react/src/app/permissions/roles/ManageRoles.tsx
@@ -176,7 +176,7 @@ export const ManageRoles = () => {
             render: (_: any, record: any) => {
                 return (
                     <>
-                        {(record?.users.length && (
+                        {(record?.users?.length && (
                             <AvatarsGroup
                                 users={record?.users}
                                 groups={record?.resolvedGroups}
@@ -217,8 +217,8 @@ export const ManageRoles = () => {
         type: role?.type,
         description: role?.description,
         name: role?.name,
-        users: role?.users?.relationships.map((relationship) => relationship.entity as CorpUser),
-        policies: role?.policies?.relationships.map((relationship) => relationship.entity as DataHubPolicy),
+        users: role?.users?.relationships?.map((relationship) => relationship.entity as CorpUser),
+        policies: role?.policies?.relationships?.map((relationship) => relationship.entity as DataHubPolicy),
     }));
 
     return (
diff --git a/datahub-web-react/src/app/permissions/roles/RoleDetailsModal.tsx b/datahub-web-react/src/app/permissions/roles/RoleDetailsModal.tsx
index 7bca62c040c2db..6dc7ebbe1407cb 100644
--- a/datahub-web-react/src/app/permissions/roles/RoleDetailsModal.tsx
+++ b/datahub-web-react/src/app/permissions/roles/RoleDetailsModal.tsx
@@ -45,8 +45,8 @@ export default function RoleDetailsModal({ role, open, onClose }: Props) {
 
     const castedRole = role as any;
 
-    const users = castedRole?.users?.relationships.map((relationship) => relationship.entity as CorpUser);
-    const policies = castedRole?.policies?.relationships.map((relationship) => relationship.entity as DataHubPolicy);
+    const users = castedRole?.users?.relationships?.map((relationship) => relationship.entity as CorpUser);
+    const policies = castedRole?.policies?.relationships?.map((relationship) => relationship.entity as DataHubPolicy);
 
     return (
         <Modal title={role?.name} open={open} onCancel={onClose} closable width={800} footer={actionButtons}>
diff --git a/datahub-web-react/src/app/search/AdvancedFilterSelectValueModal.tsx b/datahub-web-react/src/app/search/AdvancedFilterSelectValueModal.tsx
index 056aca56c13137..43b4388e92ba1c 100644
--- a/datahub-web-react/src/app/search/AdvancedFilterSelectValueModal.tsx
+++ b/datahub-web-react/src/app/search/AdvancedFilterSelectValueModal.tsx
@@ -47,7 +47,7 @@ export const AdvancedFilterSelectValueModal = ({
                 urns={[]}
                 defaultValues={initialValues?.map((urn) => ({
                     urn,
-                    entity: facet?.aggregations.find((aggregation) => aggregation.value === urn)?.entity,
+                    entity: facet?.aggregations?.find((aggregation) => aggregation.value === urn)?.entity,
                 }))}
                 onCloseModal={onCloseModal}
                 hideOwnerType
@@ -66,7 +66,7 @@ export const AdvancedFilterSelectValueModal = ({
                 defaultValue={
                     initialValues?.map((urn) => ({
                         urn,
-                        entity: facet?.aggregations.find((aggregation) => aggregation.value === urn)?.entity,
+                        entity: facet?.aggregations?.find((aggregation) => aggregation.value === urn)?.entity,
                     }))?.[0]
                 }
                 onCloseModal={onCloseModal}
@@ -84,7 +84,7 @@ export const AdvancedFilterSelectValueModal = ({
                 titleOverride="Select Container"
                 defaultValues={initialValues?.map((urn) => ({
                     urn,
-                    entity: facet?.aggregations.find((aggregation) => aggregation.value === urn)?.entity,
+                    entity: facet?.aggregations?.find((aggregation) => aggregation.value === urn)?.entity,
                 }))}
                 onCloseModal={onCloseModal}
                 onOkOverride={(containerUrns) => {
@@ -100,7 +100,7 @@ export const AdvancedFilterSelectValueModal = ({
             <SelectPlatformModal
                 defaultValues={initialValues?.map((urn) => ({
                     urn,
-                    entity: facet?.aggregations.find((aggregation) => aggregation.value === urn)?.entity,
+                    entity: facet?.aggregations?.find((aggregation) => aggregation.value === urn)?.entity,
                 }))}
                 titleOverride="Select Platform"
                 onCloseModal={onCloseModal}
@@ -195,7 +195,7 @@ export const AdvancedFilterSelectValueModal = ({
                 }}
                 defaultValues={initialValues?.map((urn) => ({
                     urn,
-                    entity: facet?.aggregations.find((aggregation) => aggregation.value === urn)?.entity,
+                    entity: facet?.aggregations?.find((aggregation) => aggregation.value === urn)?.entity,
                 }))}
             />
         );
@@ -219,7 +219,7 @@ export const AdvancedFilterSelectValueModal = ({
                 }}
                 defaultValues={initialValues?.map((urn) => ({
                     urn,
-                    entity: facet?.aggregations.find((aggregation) => aggregation.value === urn)?.entity,
+                    entity: facet?.aggregations?.find((aggregation) => aggregation.value === urn)?.entity,
                 }))}
             />
         );
diff --git a/datahub-web-react/src/app/search/SearchBar.tsx b/datahub-web-react/src/app/search/SearchBar.tsx
index 7568e4ece8403c..15bdf62eadf791 100644
--- a/datahub-web-react/src/app/search/SearchBar.tsx
+++ b/datahub-web-react/src/app/search/SearchBar.tsx
@@ -188,7 +188,7 @@ export const SearchBar = ({
 
     const emptyQueryOptions = useMemo(() => {
         const moduleOptions =
-            data?.listRecommendations?.modules.map((module) => ({
+            data?.listRecommendations?.modules?.map((module) => ({
                 label: <EntityTypeLabel>{module.title}</EntityTypeLabel>,
                 options: [...module.content.map((content) => renderRecommendedQuery(content.value))],
             })) || [];
diff --git a/datahub-web-react/src/app/search/filters/utils.tsx b/datahub-web-react/src/app/search/filters/utils.tsx
index 2bbad251533632..6aea405d0465c9 100644
--- a/datahub-web-react/src/app/search/filters/utils.tsx
+++ b/datahub-web-react/src/app/search/filters/utils.tsx
@@ -319,7 +319,7 @@ export function getFilterOptions(
         ...agg,
     }));
 
-    const searchResults = autoCompleteResults?.autoCompleteForMultiple?.suggestions.find((suggestion) =>
+    const searchResults = autoCompleteResults?.autoCompleteForMultiple?.suggestions?.find((suggestion) =>
         FACETS_TO_ENTITY_TYPES[filterField]?.includes(suggestion.type),
     );
     const searchFilterOptions = searchResults?.entities
diff --git a/datahub-web-react/src/app/search/sidebar/useBrowsePagination.tsx b/datahub-web-react/src/app/search/sidebar/useBrowsePagination.tsx
index 48a71e96e4f7ff..cadecdb318532a 100644
--- a/datahub-web-react/src/app/search/sidebar/useBrowsePagination.tsx
+++ b/datahub-web-react/src/app/search/sidebar/useBrowsePagination.tsx
@@ -98,7 +98,7 @@ const useBrowsePagination = ({ skip }: Props) => {
         loaded: !!latestData || !!error,
         error,
         groups,
-        path: latestData?.browseV2?.metadata.path,
+        path: latestData?.browseV2?.metadata?.path,
         observable: <div ref={observableRef} style={{ width: '1px', height: '1px' }} />,
         retry,
     } as const;
diff --git a/datahub-web-react/src/app/search/utils/useDownloadScrollAcrossEntitiesSearchResults.ts b/datahub-web-react/src/app/search/utils/useDownloadScrollAcrossEntitiesSearchResults.ts
index b1bfb40ef0e455..dd71834b29d2ab 100644
--- a/datahub-web-react/src/app/search/utils/useDownloadScrollAcrossEntitiesSearchResults.ts
+++ b/datahub-web-react/src/app/search/utils/useDownloadScrollAcrossEntitiesSearchResults.ts
@@ -25,7 +25,7 @@ export function useDownloadScrollAcrossEntitiesSearchResults(params: DownloadSea
         searchResults:
             ((data?.scrollAcrossEntities && {
                 ...data?.scrollAcrossEntities,
-                nextScrollId: data?.scrollAcrossEntities.nextScrollId,
+                nextScrollId: data?.scrollAcrossEntities?.nextScrollId,
             }) as DownloadSearchResults) || undefined,
         loading,
         error,
@@ -44,7 +44,7 @@ export function useDownloadScrollAcrossEntitiesSearchResults(params: DownloadSea
                 (res) =>
                     ((res.data?.scrollAcrossEntities && {
                         ...res.data?.scrollAcrossEntities,
-                        nextScrollId: res.data?.scrollAcrossEntities.nextScrollId,
+                        nextScrollId: res.data?.scrollAcrossEntities?.nextScrollId,
                     }) as DownloadSearchResults) || undefined,
             ),
     };
diff --git a/datahub-web-react/src/app/settings/AccessTokens.tsx b/datahub-web-react/src/app/settings/AccessTokens.tsx
index 6ccca8dd360d70..507224ed4df1f6 100644
--- a/datahub-web-react/src/app/settings/AccessTokens.tsx
+++ b/datahub-web-react/src/app/settings/AccessTokens.tsx
@@ -196,8 +196,8 @@ export const AccessTokens = () => {
         return renderSearchResult(result);
     });
 
-    const totalTokens = tokensData?.listAccessTokens.total || 0;
-    const tokens = useMemo(() => tokensData?.listAccessTokens.tokens || [], [tokensData]);
+    const totalTokens = tokensData?.listAccessTokens?.total || 0;
+    const tokens = useMemo(() => tokensData?.listAccessTokens?.tokens || [], [tokensData]);
     const filteredTokens = tokens.filter((token) => !removedTokens.includes(token.id));
 
     const [revokeAccessToken, { error: revokeTokenError }] = useRevokeAccessTokenMutation();
diff --git a/datahub-web-react/src/app/settings/SettingsPage.tsx b/datahub-web-react/src/app/settings/SettingsPage.tsx
index e3948349546efb..448782fa5d970c 100644
--- a/datahub-web-react/src/app/settings/SettingsPage.tsx
+++ b/datahub-web-react/src/app/settings/SettingsPage.tsx
@@ -111,9 +111,9 @@ export const SettingsPage = () => {
     const me = useUserContext();
     const { config } = useAppConfig();
 
-    const isPoliciesEnabled = config?.policiesConfig.enabled;
-    const isIdentityManagementEnabled = config?.identityManagementConfig.enabled;
-    const isViewsEnabled = config?.viewsConfig.enabled;
+    const isPoliciesEnabled = config?.policiesConfig?.enabled;
+    const isIdentityManagementEnabled = config?.identityManagementConfig?.enabled;
+    const isViewsEnabled = config?.viewsConfig?.enabled;
     const { readOnlyModeEnabled } = config.featureFlags;
 
     const showPolicies = (isPoliciesEnabled && me && me?.platformPrivileges?.managePolicies) || false;
diff --git a/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx b/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx
index 2e8556a20b0865..64e12cf23b7182 100644
--- a/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx
+++ b/datahub-web-react/src/app/shared/admin/HeaderLinks.tsx
@@ -70,8 +70,8 @@ export function HeaderLinks(props: Props) {
 
     const businessAttributesFlag = useBusinessAttributesFlag();
 
-    const isAnalyticsEnabled = config?.analyticsConfig.enabled;
-    const isIngestionEnabled = config?.managedIngestionConfig.enabled;
+    const isAnalyticsEnabled = config?.analyticsConfig?.enabled;
+    const isIngestionEnabled = config?.managedIngestionConfig?.enabled;
 
     const showAnalytics = (isAnalyticsEnabled && me && me?.platformPrivileges?.viewAnalytics) || false;
     const showSettings = true;
diff --git a/datahub-web-react/src/app/shared/businessAttribute/AddBusinessAttributeModal.tsx b/datahub-web-react/src/app/shared/businessAttribute/AddBusinessAttributeModal.tsx
index ea51ac4e12c3f5..51b96b14126b32 100644
--- a/datahub-web-react/src/app/shared/businessAttribute/AddBusinessAttributeModal.tsx
+++ b/datahub-web-react/src/app/shared/businessAttribute/AddBusinessAttributeModal.tsx
@@ -180,7 +180,7 @@ export default function EditBusinessAttributeModal({
                 component: (
                     <div>
                         <GlobalOutlined />
-                        <AttributeName>{selectedSearchOption?.props.name}</AttributeName>
+                        <AttributeName>{selectedSearchOption?.props?.name}</AttributeName>
                     </div>
                 ),
             });
diff --git a/datahub-web-react/src/app/shared/tags/AddTagsTermsModal.tsx b/datahub-web-react/src/app/shared/tags/AddTagsTermsModal.tsx
index 7f2f80e023a6b9..cd233552e68aa6 100644
--- a/datahub-web-react/src/app/shared/tags/AddTagsTermsModal.tsx
+++ b/datahub-web-react/src/app/shared/tags/AddTagsTermsModal.tsx
@@ -236,7 +236,7 @@ export default function EditTagTermsModal({
         setUrns(newUrns);
         setSelectedTerms([
             ...selectedTerms,
-            { urn, component: <TagTermLabel termName={selectedSearchOption?.props.name} /> },
+            { urn, component: <TagTermLabel termName={selectedSearchOption?.props?.name} /> },
         ]);
         setSelectedTags([
             ...selectedTags,
diff --git a/datahub-web-react/src/providers/EducationStepsProvider.tsx b/datahub-web-react/src/providers/EducationStepsProvider.tsx
index f254b21ea99a55..807d15322227bc 100644
--- a/datahub-web-react/src/providers/EducationStepsProvider.tsx
+++ b/datahub-web-react/src/providers/EducationStepsProvider.tsx
@@ -9,7 +9,7 @@ export function EducationStepsProvider({ children }: { children: React.ReactNode
     const userUrn = useUserContext()?.user?.urn;
     const stepIds = getStepIds(userUrn || '');
     const { data } = useBatchGetStepStatesQuery({ skip: !userUrn, variables: { input: { ids: stepIds } } });
-    const results = data?.batchGetStepStates.results;
+    const results = data?.batchGetStepStates?.results;
     const [educationSteps, setEducationSteps] = useState<StepStateResult[] | null>(results || null);
     const [educationStepIdsAllowlist, setEducationStepIdsAllowlist] = useState<Set<string>>(
         new Set(getInitialAllowListIds()),