1.9.0

1.9.0

Bug Fixes

• Registry: Fixed bug causing snowpark to pandas dataframe conversion to fail when QUOTED_IDENTIFIERS_IGNORE_CASE
  parameter is enabled
• Registry: Fixed duplicate UserWarning logs during model packaging

Behavior Changes

• ML Job: The list_jobs() API has been modified. The scope parameter has been removed,
  optional database and schema parameters have been added, the return type has changed
  from snowpark.DataFrame to pandas.DataFrame, and the returned columns have been updated
  to name, status, message, database_name, schema_name, owner, compute_pool,
  target_instances, created_time, and completed_time.
• Registry: Set relax_version to false when pip_requirements are specified while logging model
• Registry: UserWarning will now be raised based on specified target_platforms (addresses spurious warnings)

New Features

• Registry: target_platforms supports TargetPlatformMode: WAREHOUSE_ONLY, SNOWPARK_CONTAINER_SERVICES_ONLY,
  or BOTH_WAREHOUSE_AND_SNOWPARK_CONTAINER_SERVICES.
• Registry: Introduce snowflake.ml.model.target_platform.TargetPlatform, target platform constants, and
  snowflake.ml.model.task.Task.
• ML Job: Single-node ML Jobs are now in GA. Multi-node support is now in PuPr
  • Moved less frequently used job submission parameters to **kwargs
  • Platform metrics are now enabled by default
  • list_jobs() behavior changed, see Behavior Changes for more info