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MLflow v1.10.0 Release Notes

Release Date: 2020-07-20 // almost 4 years ago

  • 🚀 MLflow 1.10.0 includes several major features and improvements, in particular the release of several new model registry Python client APIs.

    🔋 Features:

    • MlflowClient.transition_model_version_stage now supports an archive_existing_versions argument for archiving existing staging or production model versions when transitioning a new model version to staging or production (#3095, @harupy)
    • Added set_registry_uri, get_registry_uri APIs. Setting the model registry URI causes fluent APIs like mlflow.register_model to communicate with the model registry at the specified URI (#3072, @sueann)
    • Added paginated MlflowClient.search_registered_models API (#2939, #3023, #3027 @ankitmathur-db; #2966, @mparkhe)
    • ➕ Added syntax highlighting when viewing text files (YAML etc) in the MLflow runs UI (#3041, @harupy)
    • ➕ Added REST API and Python client support for setting and deleting tags on model versions and registered models, via the MlflowClient.create_registered_model, MlflowClient.create_model_version, MlflowClient.set_registered_model_tag, MlflowClient.set_model_version_tag, MlflowClient.delete_registered_model_tag, and MlflowClient.delete_model_version_tag APIs (#3094, @zhidongqu-db)

    🐛 Bug fixes and documentation updates:

    • ✂ Removed usage of deprecated aws ecr get-login command in mlflow.sagemaker (#3036, @mrugeles)
    • 🛠 Fixed bug where artifacts could not be viewed and downloaded from the artifact UI when using Azure Blob Storage (#3014, @Trollgeir)
    • Databricks credentials are now propagated to the project subprocess when running MLflow projects within a notebook (#3035, @smurching)
    • ➕ Added docs explaining how to fetching an MLflow model from the model registry (#3000, @andychow-db)

    ⚡️ Small bug fixes and doc updates (#3112, #3102, #3089, #3103, #3096, #3090, #3049, #3080, #3070, #3078, #3083, #3051, #3050, #2875, #2982, #2949, #3121 @harupy; #3082, @ankitmathur-db; #3084, #3019, @smurching)