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@snowflake-connectors-app snowflake-connectors-app released this 13 Aug 02:53
1.6.1
2b044fc
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1.6.1 (2024-08-12)

Bug Fixes

  • Feature Store: Support large metadata blob when generating dataset
  • Feature Store: Added a hidden knob in FeatureView as kargs for setting customized
    refresh_mode
  • Registry: Fix an error message in Model Version run when function_name is not mentioned and model has multiple
    target methods.
  • Cortex inference: snowflake.cortex.Complete now only uses the REST API for streaming and the use_rest_api_experimental
    is no longer needed.
  • Feature Store: Add a new API: FeatureView.list_columns() which list all column information.
  • Data: Fix DataFrame ingestion with ArrowIngestor.

New Features

  • Enable set_params to set the parameters of the underlying sklearn estimator, if the snowflake-ml model has been fit.
  • Data: Add top-level exports for DataConnector and DataSource to snowflake.ml.data.
  • Data: Add snowflake.ml.data.ingestor_utils module with utility functions helpful for DataIngestor implementations.
  • Data: Add new to_torch_dataset() connector to DataConnector to replace deprecated DataPipe.
  • Registry: Option to enable_explainability set to True by default for XGBoost, LightGBM and CatBoost as PuPr feature.
  • Registry: Option to enable_explainability when registering SHAP supported sklearn models.

Behavior Changes

Assets 4
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