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Pin mlflow<3 and fix deployment in azureml-in-a-day tutorial#3875

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Chakradhar886 wants to merge 2 commits intomainfrom
fix/azureml-in-a-day-mlflow-pin
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Pin mlflow<3 and fix deployment in azureml-in-a-day tutorial#3875
Chakradhar886 wants to merge 2 commits intomainfrom
fix/azureml-in-a-day-mlflow-pin

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@Chakradhar886
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MLflow 3.x (released Dec 5, 2025) is incompatible with Azure ML.

  • Pin mlflow<3 in conda.yaml
  • Add azureml-inference-server-http to conda.yaml
  • Reference registered environment in deployment

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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.

@Chakradhar886 Chakradhar886 force-pushed the fix/azureml-in-a-day-mlflow-pin branch 3 times, most recently from 172c57b to f1e9bdd Compare April 14, 2026 15:57
MLflow 3.7.0 (released Dec 5, 2025) introduced breaking changes incompatible
with Azure ML no-code MLflow deployment. Pin to <3.7 to keep the 3.x model
format while avoiding the breaking version.
@Chakradhar886 Chakradhar886 force-pushed the fix/azureml-in-a-day-mlflow-pin branch from f1e9bdd to c81b83c Compare April 14, 2026 16:12
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