Changelog

in progress

2024-06-25 v2.14.1

Started using more SQLAlchemy patches and polyfills from sqlalchemy-cratedb
Updated to MLflow 2.14.1. See release notes for MLflow 2.14.1.

2024-06-18 v2.14.0

Remove patch for SQLAlchemy Inspector's get_table_names. Use sqlalchemy-cratedb>=0.37 instead, which includes the patch.
Update to MLflow 2.14.0. See release notes for MLflow 2.14.0.

2024-06-11 v2.13.2

Dependencies: Migrate from crate[sqlalchemy] to sqlalchemy-cratedb
Update to MLflow 2.13.2. See release notes for MLflow 2.13.2.

2024-06-04 v2.13.1

Update to MLflow 2.13.1. See release notes for MLflow 2.13.1.

2024-05-21 v2.13.0

Update to MLflow 2.13.0. See release notes for MLflow 2.13.0.

2024-05-17 v2.12.2

Update to MLflow 2.12.2. See release notes for MLflow 2.12.2.

2024-05-07 v2.12.1

Update to MLflow 2.12.1. See release notes for MLflow 2.12.1.
Update to PyCaret 3.3.2. See release notes for PyCaret 3.3.1, PyCaret 3.3.2.
Chore: Update to most recent mypy, pyproject-fmt, ruff, and sqlparse
CI: Run tests on Python 3.10 and 3.11

2024-04-10 v2.11.3

Update to MLflow 2.11.3. See release notes for MLflow 2.11.0, MLflow 2.11.1, MLflow 2.11.2, MLflow 2.11.3.
Fix incompatibility with Python 3.11.9

2024-02-13 v2.10.2

Update to MLflow 2.10.2

2024-01-30 v2.10.0

Update to MLflow 2.10.0

2024-01-25 v2.9.2

Update to MLflow 2.9.2
Update to Python 3.11 across the board

2023-11-24 v2.8.1

Update to MLflow 2.8.1

2023-11-24 v2.8.0

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.

2023-11-01 v2.7.1

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.

2023-10-11 v0.2.0

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

2023-09-12 v0.1.1

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

2023-09-12 v0.1.0

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
Tests: Enable code coverage tracking
Fix SQL DDL files, and add missing columns to make the Models tab load in the UI, see GH-17. Thanks, @hammerhead.