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Databricks Asset Bundles Test

Trying to make DAB work with a monorepo with shared libraries.

Setup

  1. pip install -r requirements-pip.txt
  2. pip install -r requirements-dev.txt
  3. cd libs/shared_lib && pip install -e .

Issues

Notebook Task

In bundles/workflow_notebook you will find a bundle that defines a notebook task. The notebook task uses shared_lib.my_module. This works locally, but databricks bundle deploy fails because the artifact declared in the bundle's databricks.yml file is outside the bundle root.

(bundles/workflow_notebook/databricks.yml)

artifacts:
  shared_lib:
    type: whl
    path: ../../libs/shared_lib/

Wheel Task

In bundles/workflow_whl you will find a bundle that defines a "python_wheel_task" task. The wheel's entrypoint uses shared_lib.my_module. This works locally, but databricks bundle deploy fails because one of the libraries declared in the bundle's resource (resources/task_whl.yml) is outside the bundle root.

(bundles/workflow_whl/resources/task_whl.yml)

 libraries:
      - whl: ../dist/*.whl
      # Adding the below as suggested in the docs
      # https://docs.databricks.com/en/dev-tools/bundles/library-dependencies.html
      # fails because the whl path is outside the bundle root
      - whl: ../../libs/shared_lib/dist/*.whl

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