Galileo-Galilei/kedro-mlflow 0.12.0

Release 0.12.0

on GitHub

[0.12.0] - 2023-12-19

Added

• ✨ Add support for python 3.11 (#450, rxm7706)
• ✨ ⬆️ Add support for pydantic v2 (#476)
• ✨ ⬆️ Add support for kedro==0.19.X (#)

Changed

• 💥 :⬆️: Drop support for kedro==0.18.X series.
• 💥 ✨ Change default copy_mode to "assign" in KedroPipelineModel because this is the most efficient setup (and usually the desired one) when serving a Kedro Pipeline as a Mlflow model. This is different from Kedro's default which is to deepcopy the dataset (#463).
• 💥 ♻️ MlflowArtifactDataset.__init__ method data_set argument is renamed dataset to match new Kedro conventions (#391).
• 💥 ♻️ Rename the following DataSets with the Dataset suffix (without capitalized S) to match new kedro conventions from kedro>=0.19 and onwards (#439, ShubhamZoro):
  • MlflowArtifactDataSet->MlflowArtifactDataset
  • MlflowAbstractModelDataSet->MlflowAbstractModelDataset
  • MlflowModelRegistryDataSet->MlflowModelRegistryDataset
  • MlflowMetricDataSet->MlflowMetricDataset
  • MlflowMetricHistoryDataSet->MlflowMetricHistoryDataset
• 💥 ♻️ Rename the following DataSets to make their use more explicit, and use the Dataset suffix:
  • MlflowModelLoggerDataSet->MlflowModelTrackingDataset (#391)
  • MlflowModelSaverDataSet->MlflowModelLocalFileSystemDataset (#391)
  • MlflowMetricsDataSet->MlflowMetricsHistoryDataset (#440)

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