maikel
Contributor III

‎03-19-2026 06:15 AM

Hello @Ashwin_DSA ,

I am trying to implement environment distinction for notebooks and have some questions 🙂
My resources:

resources/
  ├── jobs/
  │   ├── notebook_a.yml
  │   ├── notebook_b.yml
  │   ├── notebook_c.yml          
  │   ├── notebook_d.yml
  ├── debug/
      ├── notebook_debug.yml

And my databricks.yml:

bundle:
  name: example_bundle

include:
  - resources/jobs/*.yml

targets:
  local:
    mode: development
    default: true
    workspace:
      host: https://dev-env.url.databricks.com

  dev:
    mode: production
    default: false
    workspace:
      host: https://dev-env.url.databricks.com
    permissions:
      - ...

  preprod:
    mode: production
    default: false
    workspace:
      host: https://preprod-env.url.databricks.com


Example notebook_a.yml:

resources:
  jobs:
    notebook_a:
      name: notebook_a_${bundle.target}
      description: some example notebook

      environments:
        - environment_key: default
          spec:
            client: "4"
            dependencies:
              - ../../dist/*.whl

      tasks:
        - task_key: notebook_a
          environment_key: default
          notebook_task:
            notebook_path: ${workspace.file_path}/src/notebooks/notebook_a.yml
            source: WORKSPACE
            base_parameters:
              example_parameter: "placeholder"

      max_concurrent_runs: 1

      tags:
        ...

      permissions:
        ...

I would like to have debug/notebook_debug deployed only to local and dev. Is there a possibility to do so in a shape of databricks.yml file which I have currently without a need to define a whole resource under the specific targets? 

I would like to achieve something like this:

bundle:
  name: example_bundle

include:
  - resources/jobs/*.yml

targets:
  local:
    mode: development
    default: true
    workspace:
      host: https://dev-env.url.databricks.com
    include:
      - resources/debug/*.yml

  dev:
    mode: production
    default: false
    workspace:
      host: https://dev-env.url.databricks.com
    permissions:
      - ...
    include:
      - resources/debug/*.yml

  preprod:
    mode: production
    default: false
    workspace:
      host: https://preprod-env.url.databricks.com

Thanks a lot for the support! 

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