1.5.1

1.5.1

Bug Fixes

• Dataset: Fix snowflake.connector.errors.DataError: Query Result did not match expected number of rows when accessing
  DatasetVersion properties when case insensitive SHOW VERSIONS IN DATASET check matches multiple version names.
• Dataset: Fix bug in SnowFS bulk file read when used with DuckDB
• Registry: Fixed a bug when loading old models.
• Lineage: Fix Dataset source lineage propagation through snowpark.DataFrame transformations

Behavior Changes

• Feature Store: convert clear() into a private function. Also make it deletes feature views and entities only.
• Feature Store: Use NULL as default value for timestamp tag value.

New Features

• Feature Store: Added new snowflake.ml.feature_store.setup_feature_store() API to assist Feature Store RBAC setup.
• Feature Store: Add output_type argument to FeatureStore.generate_dataset() to allow generating data snapshots
  as Datasets or Tables.
• Registry: log_model, get_model, delete_model now supports fully qualified name.
• Modeling: Supports anonymous stored procedure during fit calls so that modeling would not require sufficient
  permissions to operate on schema. Please call
  import snowflake.ml.modeling.parameters.enable_anonymous_sproc # noqa: F401