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Python package and CLI 1.8.0

PyRel 1.8.0 now includes the packages needed for GNN workflows, runs independent Snowflake exports concurrently, and uses a stable load order for predictive GNN edge tables.

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==1.8.0"

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

New Features and Enhancements

Section titled “New Features and Enhancements”

  • A standard relationalai install now includes the packages needed for predictive reasoning workflows. You no longer need to install using pip install relationalai[gnn].

  • If a model contains multiple exports to Snowflake tables, independent exports are now run concurrently.

Bug Fix

Section titled “Bug Fix”
  • Predictive GNN edge tables now load in a stable order. gnn.dataset.tables indices are now deterministic across runs.