refactor: simplify project structure — flatten notebooks, remove boilerplate#219
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veenaramesh wants to merge 3 commits into
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refactor: simplify project structure — flatten notebooks, remove boilerplate#219veenaramesh wants to merge 3 commits into
veenaramesh wants to merge 3 commits into
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This was referenced Jun 12, 2026
Move all Databricks notebooks out of nested notebooks/ subdirectories to sit alongside their sibling helper modules. This eliminates the %cd .. hacks that were needed to import from parent directories and simplifies the project layout for a data science workflow. Moves: - training/notebooks/*.py → training/*.py - validation/notebooks/ModelValidation.py → validation/ModelValidation.py - deployment/*/notebooks/*.py → deployment/*/*.py - feature_engineering/notebooks/*.py → feature_engineering/*.py - monitoring/notebooks/*.py → monitoring/*.py Updates all resource YAMLs, update_layout.tmpl, and README references. Co-authored-by: Isaac
Databricks bundle deployments set the notebook CWD correctly, so the notebook_path/%cd $notebook_path pattern is unnecessary. Sibling imports work naturally after the flatten-notebooks change. Also inlines the trivial get_deployed_model_stage_for_env helper (a dict lookup) to eliminate cross-directory sys.path.append in deploy.py and BatchInference.py. Co-authored-by: Isaac
No longer needed with databricks bundle init. Co-authored-by: Isaac
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Summary
notebooks/subdirectories to sit alongside their helper modules%cd $notebook_pathandsys.path.appendboilerplate from all notebookscookiecutter.jsonstubThis eliminates the
%cdhacks needed to import from parent directories and simplifies the project layout for a data science workflow.Test plan
databricks bundle initgenerates project successfully for all parameter combinationsfrom predict import predict_batch) work without%cd