refactor: remove deprecated MLflow Recipes support#220
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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
Remove the input_include_mlflow_recipes parameter and all associated template files: TrainWithMLflowRecipes.py, recipe.yaml, profiles/, steps/, training data, README, __init__.py, and recipe-specific tests. Clean up update_layout.tmpl skip entries, remove dead recipes branches from README tree diagrams, and simplify conditionals throughout. Co-authored-by: Isaac
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Summary
input_include_mlflow_recipesparameter from schema, tests, and example configsTrainWithMLflowRecipes.py,recipe.yaml,profiles/,steps/, training testsupdate_layout.tmpl, READMEs, and test parametrize decoratorsDepends on #219 (simplify-project-structure).
Test plan
databricks bundle initno longer prompts for MLflow Recipes