Remove run experiment sections of Studio docs (#4996)

* Remove run experiment sections of Studio docs * Remove run exp from some more docs pages and sections (#4997) * Remove 'Running the pipline(s) on the cloud' section * Rename header --------- Co-authored-by: tapadipti <[email protected]>
iterative · Nov 21, 2023 · f6da4fe · f6da4fe
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diff --git a/content/docs/studio/experiments.md b/content/docs/studio/experiments.md
@@ -49,9 +49,7 @@ experiments with DVC Studio:
 DVC Studio offers more ways to run and track experiments - you can:
 
 - set up reproducible pipelines with DVC,
-- submit new experiments from the VS Code IDE,
-- submit new experiments from DVC Studio, and have them run in your own cloud
-  infrastructure.
+- submit new experiments from the VS Code IDE.
 
 For details on all these, check out the
 [`experiment management user guide`](/doc/studio/user-guide/experiments).

diff --git a/content/docs/studio/index.md b/content/docs/studio/index.md
@@ -25,8 +25,6 @@ https://www.youtube.com/watch?v=w-UjAbdpRY4
   Git.
 - Keep your code, data and model connected at all times.
 - Apply your existing software engineering stack for ML teams.
-- Automate your ML process by transitioning to a no-code interface for running
-  experiments on cloud resources of your choice.
 - Build an ML model registry for transparency and discovery across all your
   projects.
 - Because your model registry is built on top of Git, you can use

diff --git a/content/docs/studio/user-guide/account-and-billing/index.md b/content/docs/studio/user-guide/account-and-billing/index.md
@@ -68,133 +68,15 @@ handy if you suspect that your account security may have been compromised.
 ### Cloud credentials
 
 In the `Cloud Credentials` section of your [Profile] page, you can view, add and
-update credentials for cloud resources. These credentials are used to:
-
-- [fetch project data from data remotes](/doc/studio/user-guide/experiments/configure-a-project#data-remotes--cloud-storage-credentials),
-  and
-- [create cloud resources for running experiments](/doc/studio/user-guide/experiments/run-experiments#cloud-experiments).
+update credentials for cloud resources. These credentials are used to
+[fetch project data from data remotes](/doc/studio/user-guide/experiments/configure-a-project#data-remotes--cloud-storage-credentials).
 
 To add new credentials, click `Add credentials` and select the cloud provider.
-Depending on the provider, you will be asked for more details. Note that
-[cloud experiments](/doc/studio/user-guide/experiments/run-experiments#cloud-experiments)
-currently support AWS and GCP.
+Depending on the provider, you will be asked for more details.
 
 ![](https://static.iterative.ai/img/studio/s3_remote_settings_v2.png)
 
 The credentials must have the required permissions. For
-[cloud experiments](/doc/studio/user-guide/experiments/run-experiments#cloud-experiments),
-the following permissions are needed:
-
-<details>
-
-#### AWS
-
-```
-"autoscaling:CreateAutoScalingGroup",
-"autoscaling:DeleteAutoScalingGroup",
-"autoscaling:DescribeAutoScalingGroups",
-"autoscaling:DescribeScalingActivities",
-"autoscaling:UpdateAutoScalingGroup",
-"ec2:AuthorizeSecurityGroupEgress",
-"ec2:AuthorizeSecurityGroupIngress",
-"ec2:CancelSpotInstanceRequests",
-"ec2:CreateKeyPair",
-"ec2:CreateLaunchTemplate",
-"ec2:CreateSecurityGroup",
-"ec2:CreateTags",
-"ec2:DeleteKeyPair",
-"ec2:DeleteLaunchTemplate",
-"ec2:DeleteSecurityGroup",
-"ec2:DescribeAutoScalingGroups",
-"ec2:DescribeImages",
-"ec2:DescribeInstanceTypeOfferings",
-"ec2:DescribeInstances",
-"ec2:DescribeKeyPairs",
-"ec2:DescribeLaunchTemplates",
-"ec2:DescribeScalingActivities",
-"ec2:DescribeSecurityGroups",
-"ec2:DescribeSpotInstanceRequests",
-"ec2:DescribeSubnets",
-"ec2:DescribeVpcs",
-"ec2:GetLaunchTemplateData",
-"ec2:ImportKeyPair",
-"ec2:ModifyImageAttribute",
-"ec2:ModifyLaunchTemplate",
-"ec2:RequestSpotInstances",
-"ec2:RevokeSecurityGroupEgress",
-"ec2:RevokeSecurityGroupIngress",
-"ec2:RunInstances",
-"ec2:TerminateInstances",
-"s3:CreateBucket",
-"s3:DeleteBucket",
-"s3:DeleteObject",
-"s3:GetObject",
-"s3:ListBucket",
-"s3:PutObject",
-```
-
-See
-https://github.com/iterative/terraform-provider-iterative/blob/a92499539f109821c021d1efb1fb01e51f1db47f/docs/guides/permissions/aws/main.tf
-
-</details>
-
-<details>
-
-#### GCP
-
-```
-"compute.acceleratorTypes.get",
-"compute.diskTypes.get",
-"compute.disks.create",
-"compute.firewalls.create",
-"compute.firewalls.delete",
-"compute.firewalls.get",
-"compute.globalOperations.get",
-"compute.instanceGroupManagers.create",
-"compute.instanceGroupManagers.delete",
-"compute.instanceGroupManagers.get",
-"compute.instanceGroupManagers.update",
-"compute.instanceGroups.create",
-"compute.instanceGroups.delete",
-"compute.instanceGroups.get",
-"compute.instanceTemplates.create",
-"compute.instanceTemplates.delete",
-"compute.instanceTemplates.get",
-"compute.instanceTemplates.useReadOnly",
-"compute.instances.create",
-"compute.instances.delete",
-"compute.instances.get",
-"compute.instances.setMetadata",
-"compute.instances.setServiceAccount",
-"compute.instances.setTags",
-"compute.machineTypes.get",
-"compute.networks.create",
-"compute.networks.get",
-"compute.networks.updatePolicy",
-"compute.subnetworks.use",
-"compute.subnetworks.useExternalIp",
-"compute.zoneOperations.get",
-"iam.serviceAccounts.actAs",
-"storage.buckets.create",
-"storage.buckets.delete",
-"storage.buckets.get",
-"storage.multipartUploads.abort",
-"storage.multipartUploads.create",
-"storage.multipartUploads.list",
-"storage.multipartUploads.listParts",
-"storage.objects.create",
-"storage.objects.delete",
-"storage.objects.get",
-"storage.objects.list",
-"storage.objects.update",
-```
-
-See
-https://github.com/iterative/terraform-provider-iterative/blob/a92499539f109821c021d1efb1fb01e51f1db47f/docs/guides/permissions/gcp/main.tf
-
-</details>
-
-For
 [data remotes](/doc/studio/user-guide/experiments/configure-a-project#data-remotes--cloud-storage-credentials),
 you can find more details about required permissions [here][data remote].
 

diff --git a/content/docs/studio/user-guide/experiments/explore-ml-experiments.md b/content/docs/studio/user-guide/experiments/explore-ml-experiments.md
@@ -7,7 +7,7 @@ project name to open the project table, which contains:
   project
 - [Display preferences](#display-preferences)
 - Buttons to
-  [visualize, compare, and run experiments](#visualize-compare-and-run-experiments).
+  [visualize and compare experiments](#visualize-and-compare-experiments).
 - Button to [export project data](#export-project-data).
 
 ## Git history and live experiments
@@ -211,16 +211,14 @@ and log back in later.
 
 ![Save or discard changes](https://static.iterative.ai/img/studio/save_discard_changes.png)
 
-## Visualize, compare and run experiments
+## Visualize and compare experiments
 
-Use the following buttons to visualize, compare and run experiments:
+Use the following buttons to visualize and compare experiments:
 
 - **Plots:** Open the `Plots` pane and [display plots] for the selected commits.
 - **Trends:** [Generate trend charts] to see how the metrics have changed over
   time.
 - **Compare:** [Compare experiments] side by side.
-- **Run:** [Run experiments] and [track results in real
-  time][live-metrics-and-plots].
 
 These buttons appear above your project table as shown below.
 ![example export to csv](https://static.iterative.ai/img/studio/project_action_buttons_big_screen.png)
@@ -246,7 +244,6 @@ Below is an example of the downloaded CSV file.
   /doc/studio/user-guide/experiments/visualize-and-compare#display-plots-and-images
 [Compare experiments]:
   /doc/studio/user-guide/experiments/visualize-and-compare#compare-experiments
-[run experiments]: /doc/studio/user-guide/experiments/run-experiments
 [live-metrics-and-plots]:
   /doc/studio/user-guide/experiments/live-metrics-and-plots
 [Generate trend charts]:

diff --git a/content/docs/studio/user-guide/experiments/index.md b/content/docs/studio/user-guide/experiments/index.md
@@ -2,8 +2,7 @@
 
 You can submit your experiments from your favorite interface - whether it is
 Jupyter Notebooks, a code editor or IDE like [VS Code](/doc/vs-code-extension),
-the Python cli, the bash terminal, etc. You can also [submit new experiments
-from DVC Studio][run-experiments].
+the Python cli, the bash terminal, etc.
 
 You can track live as well as completed experiments in DVC Studio. First, click
 on `Add a project` to connect DVC Studio to your ML project's Git repository.
@@ -121,8 +120,6 @@ Within a project, you can:
   have pushed to your Git repository.
 - [Visualize the experiments][visualize] using plots and trend charts.
 - [Compare experiments][compare].
-- [Run new experiments][run-experiments], including on your own cloud instances,
-  directly from DVC Studio.
 - [Track live metrics and plots][live-metrics-and-plots] by sending them to DVC
   Studio by using [DVCLive].
 
@@ -131,7 +128,6 @@ Within a project, you can:
 [visualize]: /doc/studio/user-guide/experiments/visualize-and-compare
 [compare]:
   /doc/studio/user-guide/experiments/visualize-and-compare#compare-experiments
-[run-experiments]: /doc/studio/user-guide/experiments/run-experiments
 [live-metrics-and-plots]:
   /doc/studio/user-guide/experiments/live-metrics-and-plots
 [dvclive]: /doc/dvclive