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integrity_reference_data.yaml
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integrity_reference_data.yaml
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# Copyright 2022 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
entities:
REFERENCE_DATA_CHECK_NOT_OK:
source_database: BIGQUERY
resource_type: BIGQUERY
table_name: reference_check_not_ok
dataset_name: <my_bigquery_dataset_id>
project_name: <my-gcp-project-id>
columns:
ART_NO:
name: art_no
data_type: INTEGER
description: |-
Art no
REFERENCE_DATA_CHECK_OK:
source_database: BIGQUERY
resource_type: BIGQUERY
table_name: reference_check_ok
dataset_name: <my_bigquery_dataset_id>
project_name: <my-gcp-project-id>
columns:
ART_NO:
name: art_no
data_type: INTEGER
description: |-
Art no
row_filters:
NONE:
filter_sql_expr: 'True'
rule_dimensions:
- timeliness
- correctness
- integrity
- conformity
- completeness
- uniqueness
- accuracy
- validity
rules:
NO_REFERENTIAL_INTEGRITY_VIOLATION_IN_OPERATOR:
rule_type: CUSTOM_SQL_EXPR
dimension: integrity
params:
custom_sql_arguments:
- ref_data_dataset
- ref_data_table_id
- ref_data_column_id
custom_sql_expr: |-
$column in (select $ref_data_column_id from `$ref_data_dataset.$ref_data_table_id`)
NO_REFERENTIAL_INTEGRITY_VIOLATION_EXISTS_OPERATOR:
rule_type: CUSTOM_SQL_EXPR
dimension: integrity
params:
custom_sql_arguments:
- ref_data_dataset
- ref_data_table_id
- ref_data_column_id
custom_sql_expr: |-
exists (select 1 from `$ref_data_dataset.$ref_data_table_id` r where r.$ref_data_column_id = data.$column)
rule_bindings:
T4_REFERENTIAL_INTEGRITY_VIOLATION_IN_OPERATOR_SHOULD_FAIL:
entity_id: REFERENCE_DATA_CHECK_NOT_OK
column_id: ART_NO
row_filter_id: NONE
rule_ids:
- NO_REFERENTIAL_INTEGRITY_VIOLATION_IN_OPERATOR:
ref_data_dataset: <my_bigquery_input_data_dataset_id>
ref_data_table_id: reference_data
ref_data_column_id: art_no
metadata:
brand: one
T4_REFERENTIAL_INTEGRITY_VIOLATION_IN_OPERATOR_SHOULD_SUCCEED:
entity_id: REFERENCE_DATA_CHECK_OK
column_id: ART_NO
row_filter_id: NONE
rule_ids:
- NO_REFERENTIAL_INTEGRITY_VIOLATION_IN_OPERATOR:
ref_data_dataset: <my_bigquery_input_data_dataset_id>
ref_data_table_id: reference_data
ref_data_column_id: art_no
metadata:
brand: one
T4_REFERENTIAL_INTEGRITY_VIOLATION_EXISTS_OPERATOR_SHOULD_FAIL:
entity_id: REFERENCE_DATA_CHECK_NOT_OK
column_id: ART_NO
row_filter_id: NONE
rule_ids:
- NO_REFERENTIAL_INTEGRITY_VIOLATION_EXISTS_OPERATOR:
ref_data_dataset: <my_bigquery_input_data_dataset_id>
ref_data_table_id: reference_data
ref_data_column_id: art_no
metadata:
brand: one
T4_REFERENTIAL_INTEGRITY_VIOLATION_EXISTS_OPERATOR_SHOULD_SUCCEED:
entity_id: REFERENCE_DATA_CHECK_OK
column_id: ART_NO
row_filter_id: NONE
rule_ids:
- NO_REFERENTIAL_INTEGRITY_VIOLATION_EXISTS_OPERATOR:
ref_data_dataset: <my_bigquery_input_data_dataset_id>
ref_data_table_id: reference_data
ref_data_column_id: art_no
metadata:
brand: one