policy_id in databricks asset bundle workflow

[Aria]

We are using databricks asset bundle for code deployment and biggest issue I am facing is that policy_id is different in each environment.I tried with environment variable sin azure devops and also with declaring the variables in databricks.yaml and then used it in resources folder. However nothing worked till now.

@policy_id @DAB

[Kaniz_Fatma]

Hi @Aria, Here are a few strategies: 1) Create environment-specific YAML files (e.g., `databricks-uat.yml`, `databricks-prd.yml`) with the respective `policy_id` and use a script or CI/CD logic to select the appropriate file; 2) Ensure environment variables are correctly set in Azure DevOps and reference them in your `databricks.yml` file using the `${{ variables.variable_name }}` syntax; 3) Parameterize the `databricks.yml` file with placeholders like `@policy_id@` and replace them during deployment; 4) Use Databricks CLI or API to dynamically set the `policy_id` during deployment. Feel free to share more details if you need further assistance! 😊