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1.7.0 (2023-08-28)
New Features
Added parameters external_access_integrations and secrets when creating a UDF, UDTF or Stored Procedure from Snowpark Python to allow integration with external access.
Added support for these new functions in snowflake.snowpark.functions:
array_flatten
flatten
Added support for apply_in_pandas in snowflake.snowpark.relational_grouped_dataframe.
Added support for replicating your local Python environment on Snowflake via Session.replicate_local_environment.
Bug Fixes
Fixed a bug where session.create_dataframe fails to properly set nullable columns where nullability was affected by order or data was given.
Fixed a bug where DataFrame.select could not identify and alias columns in presence of table functions when output columns of table function overlapped with columns in dataframe.
Behavior Changes
When creating stored procedures, UDFs, UDTFs, UDAFs with parameter is_permanent=False will now create temporary objects even when stage_name is provided. The default value of is_permanent is False which is why if this value is not explicitly set to True for permanent objects, users will notice a change in behavior.
types.StructField now enquotes column identifier by default.
