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fix(batch-pipelines): pin mlflow version for azureml-mlflow compatibi…#3801

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tritruong/notebooks-failure-investigate
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fix(batch-pipelines): pin mlflow version for azureml-mlflow compatibi…#3801
trimicrosoft wants to merge 1 commit intomainfrom
tritruong/notebooks-failure-investigate

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@trimicrosoft trimicrosoft commented Mar 11, 2026

…lity

Pin mlflow==2.8.1 to ensure the azureml-mlflow plugin correctly registers the azureml:// URI scheme on Python 3.8.5. The unpinned mlflow resolved to an incompatible version, causing UnsupportedModelRegistryStoreURIException in prepare.py.

Also fix jobtools -> joblib typo in both conda.yml files.

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Checklist

  • I have read the contribution guidelines.
  • I have coordinated with the docs team (mldocs@microsoft.com) if this PR deletes files or changes any file names or file extensions.
  • Pull request includes test coverage for the included changes.
  • This notebook or file is added to the CODEOWNERS file, pointing to the author or the author's team.

@trimicrosoft trimicrosoft force-pushed the tritruong/notebooks-failure-investigate branch from 39a2faa to b014862 Compare March 11, 2026 19:39
…lity

Update conda environments in both batch pipeline examples to fix
UnsupportedModelRegistryStoreURIException caused by azureml-mlflow
not registering the azureml:// URI scheme plugin on Python 3.8.

Changes:
- Upgrade Python from 3.8.5 (EOL) to 3.10 for Ubuntu 22.04 compat
- Unpin mlflow to let azureml-mlflow pull compatible version
- Fix jobtools -> joblib typo (prepare.py imports joblib)
- Remove outdated pins on cloudpickle, dask, and pandas
- Keep scikit-learn==1.1.2 pinned for ColumnTransformer pickle compat

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
@trimicrosoft trimicrosoft force-pushed the tritruong/notebooks-failure-investigate branch from b014862 to d285e73 Compare March 11, 2026 19:41
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