mlops-aws-project
databricks/mlops-aws-project/databricks
This module creates and configures service principals with appropriate permissions and entitlements to run CI/CD for a project, and creates a workspace directory as a container for project-specific resources for the Databricks AWS staging and prod workspaces.
MLOps AWS Project Module In both of the specified staging and prod workspaces, this module: Creates and configures a service principal with appropriate permissions and entitlements to run CI/CD for a project. Creates a workspace directory as a container for project-specific resources The service principals are granted CAN_MANAGE permissions on the created workspace directories. _NOTE:_ 1. This module is in preview so it is still experimental and subject to change. Feedback is welcome! 2. The Databricks providers that are passed into the module must be configured with workspace admin permissions. 3. The module assumes that the MLOps AWS Infrastructure Module has already been applied, namely that service principal groups with token usage permissions have been created with the default name "m
| Name | Type | Description | Default |
|---|---|---|---|
| service_principal_name | string | The display name for the service principals. | |
| project_directory_path | string | Path/Name of Databricks workspace directory to be created for the project. NOTE: | |
| service_principal_group_name | string | The name of the service principal group in the staging and prod workspace. The c | "mlops-service-principals" |
staging_service_principal_application_id — Application ID of the created Databricks service principal in the staging workspace.staging_service_principal_token — Sensitive personal access token (PAT) value of the created Databricks service principal in the stagiprod_service_principal_application_id — Application ID of the created Databricks service principal in the prod workspace.prod_service_principal_token — Sensitive personal access token (PAT) value of the created Databricks service principal in the prod project_directory_path — Path/Name of Databricks workspace directory created for the project.