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These docs are for v1 of RelationalAI. Click here to view the v2 docs.
RelationalAI Docs

Python package and CLI 1.30.1

Model deployment now validates generated SQL by default and supports scheduled prescriptive solves in Snowflake for users of the by-request prescriptive reasoning Public Preview who configure a Snowflake identity.

How to install this version

Review the changes below before installing. To install this version, activate a compatible Python virtual environment and run:

Terminal window
python -m pip install "relationalai==1.30.1"

For the latest installation instructions, see Start building with PyRel.

New Features and Enhancements

Section titled “New Features and Enhancements”

  • When you deploy a model, RelationalAI now checks the generated SQL first and stops with a clear error instead of letting the deploy succeed and then potentially fail later on its first refresh. The check is on by default. Set deployment.validate_sql to false to skip it.

  • You can now deploy a model that contains a prescriptive Problem, and have Snowflake solve it on each scheduled refresh without keeping a Python session open. It runs under a Snowflake identity you configure with the new deployment.pat_user and deployment.pat_warehouse settings.

Bug Fixes

Section titled “Bug Fixes”
  • Deployed model outputs that filter rows with a match or union inside where() now evaluate that filter for each current row. This fixes a bug that could cause affected outputs to include extra rows or return no rows.