v2.9.2

What's Changed

• Updated to MLflow 2.9.2
• Updated to Python 3.11 across the board

All release notes of MLflow

• MLflow 2.9.0
• MLflow 2.9.1
• MLflow 2.9.2

Full Changelog: v2.8.1...v2.9.2

v2.8.1

What's Changed

• Update to MLflow 2.8.1

Full Changelog: v2.8.0...v2.8.1

v2.8.0

What's Changed

• Update to MLflow 2.8.0

  Attention: Please note when updating from a previous version:
  The database model changed slightly, adding the storage_location
  column to the model_versions table. In order to accommodate the
  update, run this SQL DDL command, for example using crash.

  ALTER TABLE mlflow.model_versions ADD COLUMN storage_location TEXT NULL;

  Note that it is always advised to create backups of your database content.
  This is an excellent opportunity to do that.

• Fix uniqueness constraints

  • mlflow.server.auth.db.models.SqlUser.username.
  • m.s.a.d.m.SqlExperimentPermission: "experiment_id", "user_id"
  • m.s.a.d.m.SqlRegisteredModelPermission: "name", "user_id"

• Fix OCI build re. psutil package on aarch64.

• Optimize OCI image sizes.

• Add example experiment program tracking_pycaret.py, and a corresponding
  test case. Thanks, @andnig.

• Examples: Use refresh_table to synchronize CrateDB write operations.

Full Changelog: v2.7.1...v2.8.0

v2.7.1

What's Changed

• Fix uniqueness constraint with SqlRegisteredModel.name. Thanks, @andnig.
• Downgrade to Python 3.10. A few packages like PyCaret are not ready for
  Python 3.11 yet. Thanks, @andnig.

Full Changelog: v0.2.0...v2.7.1

v0.2.0

What's Changed

• Update to MLflow 2.7
• Improve table_exists() in example_merlion.py
• SQLAlchemy: Use server-side now() function for "autoincrement" columns
• Use SQLAlchemy patches and polyfills from cratedb-toolkit
• Update and improve documentation

Full Changelog: v0.1.1...v0.2.0

v0.1.1

What's Changed

• Documentation: Improve "Container Usage" page
• Documentation: Update README with real pip install command

Full Changelog: v0.1.0...v0.1.1

v0.1.0

What's Changed

• Initial thing, proof-of-concept
• Add software tests
• CLI: Add mlflow-cratedb cratedb --version command
• Project: Add versioningit, for effortless versioning
• Add patch for SQLAlchemy Inspector's get_table_names
• Reorder CrateDB SQLAlchemy Dialect polyfills
• Add example experiment program tracking_merlion.py, and corresponding tests
• Add example program tracking_dummy.py, and improve test infrastructure
• Documentation: Add information about how to connect to CrateDB Cloud
• CI: Add GHA workflows to build and publish OCI container images to GHCR

Full Changelog: https://github.com/crate-workbench/mlflow-cratedb/commits/v0.1.0