Expected Behavior

When calling get_historical_features.to_remote_storage(), any temporary tables created in Snowflake are deleted after the Snowflake session ends.

Current Behavior

When calling get_historical_features.to_remote_storage(), the temporary tables created during the join process are not deleted after the Snowflake session ends. These tables are set to a retention time of 1 day, but they are not deleted and still exist after 24 hours.

I tested this with to_df() and the above described issue does not occur. I also tried explicitly ending the session to make sure that wasn't the issue, but even after confirming the session was ended, the issue still persists.

Steps to reproduce

1. For the FeatureStore object, set the RepoConfig offline store config to specify the following:

{
     "blob_export_location": <s3_staging_url>,
     "storage_integration_name": <storage_integration>,
     "role": <stage_role>,
     "schema_": <stage_schema>,
}

2. Call get_historical_features(entity_df=entity, features=features, full_feature_names=True).to_remote_storage()
3. Check snowflake stage tables and look for tables created at the time of running that start with temporary_

Specifications

• Version: 0.30.0
• Platform: Ubuntu
• Subsystem:

Possible Solution

No possible solution known at the time of reporting