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Commits on Jul 12, 2023

• Support nullable array type values as spark_udf return values (mlflow#9014)

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Commits on Jul 8, 2023

• Infer spark udf return type from model output schema (mlflow#8934)

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Commits on May 25, 2023

• Shut down spark callback server when spark autologging is disabled or spark session is shut down (mlflow#8508)

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Commits on May 22, 2023

• Suppress torch/torchvision local version warning on databricks (mlflow#8483)

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Commits on May 9, 2023

• Update LightGBM cross test command (mlflow#8402)

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• Fix LightGBM dev cross test (mlflow#8398)

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Commits on Apr 20, 2023

• Improve virtualenv python environment hash computation (mlflow#8257)

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Commits on Apr 12, 2023

• Fix: "Source Run" field in Model Version UI page points to wrong run model artifact in Run UI page (mlflow#8156)

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Commits on Apr 10, 2023

• Fix: Renaming a run discards its current status and reverts the run status back to UNFINISHED (mlflow#8154)

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Commits on Mar 29, 2023

• Fix keras version in tensorflow model saving (mlflow#8106)

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Commits on Mar 8, 2023

• Fix is_local_uri for windows network drive path (mlflow#7988)

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Commits on Feb 15, 2023

• Fix tensorflow model cross version tests (mlflow#7822)

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Commits on Dec 28, 2022

• On non-databricks runtime, lazily importing PySpark when calling mlflow.autolog() (mlflow#7600)

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Commits on Dec 23, 2022

• Make ScoringServerClient support input dataframe with elements of Numpy array (mlflow#7594) (mlflow#7595)

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• For spark dataframe with array type column input, remove to_list conversion in spark_udf and make PyFuncModel.predict support dataframe contains numpy array field (mlflow#7592) (mlflow#7591)

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Commits on Dec 21, 2022

• Update requirements for Mlflow 2.1.0 releasing (mlflow#7573)

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• Upgrade PySpark maximum supported version to 3.4.0 (for supporting databricks runtime 12.x) (mlflow#7571)

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Commits on Dec 20, 2022

• Distribute model to spark executor by NFS directory instead of calling sparkContext.addFile (mlflow#7543)

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Commits on Dec 16, 2022

• Add doc for PyFuncModel and spark_udf supporting multi-dimensional array input (mlflow#7531)

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Commits on Dec 15, 2022

• Remove unused dev/lint.sh script (mlflow#7529)

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• Support result_type=StructType for mlflow.pyfunc.spark_udf (mlflow#7527)

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Commits on Dec 6, 2022

• Prevent nested xgboost / lightgbm model being autologged (mlflow#7404)

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Commits on Dec 3, 2022

• Fix torch examples and tests that are broken by incompatible torchmetrics accuracy API change (mlflow#7435)

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Commits on Nov 30, 2022

• Fix permission issue in get_nfs_cache_root_dir (mlflow#7427)

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Commits on Nov 25, 2022

• Fix flaky recipe test test_predict_correctly_handles_save_modes (mlflow#7399)

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Commits on Nov 24, 2022

• Make TF / keras model spark UDF supports multi dimension input (mlflow#7291)

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Commits on Nov 16, 2022

• Fix _create_local_spark_session_for_recipes function used in MLflow recipe (mlflow#7307)

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Commits on Oct 6, 2022

• Use databricks dbutils getReplLocalTempDir / getReplNFSTempDir API if possible (mlflow#6917)

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Commits on Sep 29, 2022

• Update spark config in test (mlflow#6919)

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Commits on Sep 23, 2022

• init (mlflow#6872)

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Commits on Sep 22, 2022

• Add dependency transformers to extra-ml-requirements, virtualenv to test-requirements (mlflow#6855)

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Commits on Sep 7, 2022

• Remove DefaultEvaluator shap plot de-duplicating feature names logic and fix color bar (mlflow#6721)

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Commits on Aug 9, 2022

• Remove unused method SearchUtils._get_comparison_for_model_registry (mlflow#6412)

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• Fix IN operator related issues in sql filter parser (mlflow#6411)

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• Allow sql filter IN operator right-hand side values including whitespaces (mlflow#6413)

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