1.46.0

1.46.0

New Features

Bug Fixes

Behavior Changes

• Registry: For Snowpark ML Pipeline models with explainability enabled, explanations now cover only the columns the
  final estimator was actually trained on (its input_cols). Untransformed passthrough columns (e.g. raw string
  columns left in place by an encoder using new output_cols, or the label column) are no longer included in the
  explain output. This also fixes a failure where such passthrough columns could reach the SHAP explainer and raise an
  error during log_model(..., enable_explainability=True).

Deprecations