v3.10.2

What's Changed

• Amalgamation: Started supporting huey jobs that are invoked in subprocesses
• Model: Added tables jobs, online_scoring_configs, scorers, scorer_versions
• Server: Switched from gunicorn to uvicorn as suggested

Details

• Amalgamation: Support huey jobs that are invoked in subprocesses by @amotl in #285
• Server: Switch from gunicorn to uvicorn as suggested by @amotl in #286

Full Changelog: v3.10.1...v3.10.2

v3.10.1

What's Changed

• Updated to MLflow 3.10.1
• Model: Added table workspaces and column workspace
• MLflow API: Renamed artifact_path to name

Details

• MLflow 3.10.1 by @amotl in #283

Full Changelog: v3.9.0...v3.10.1

v3.9.0

What's Changed

• Updated to MLflow 3.9.0

Details

• MLflow 3.9.0 by @amotl in #280

Full Changelog: v3.8.1...v3.9.0

v3.8.1

What's Changed

• Updated to MLflow 3.8.1

Details

• MLflow 3.8.1 by @amotl in #279

Full Changelog: v3.5.1...v3.8.1

v3.5.1

What's Changed

• Updated to MLflow 3.5.1
• Dropped support for Python 3.9
• Model: Added SQL DDL for tables evaluation_datasets, evaluation_dataset_records,
  evaluation_dataset_tags
• Amalgamation: Made sure SQLAlchemy is patched first, before importing any other modules

Details

• MLflow 3.5.1 by @amotl in #277

Full Changelog: v3.3.2...v3.5.1

v3.3.2

What's Changed

• Updated to MLflow 3.3.2.
• Model: Added SQL DDL for tables webhooks and webhook_events.

Details

• This and that 202603 by @amotl in #275
• MLflow 3.3.2 by @amotl in #276

Full Changelog: v3.1.4...v3.3.2

v3.1.4

What's Changed

• Updated to MLflow 3.1.4.
• Model: Added step column to inputs table
  "step" BIGINT DEFAULT '0' NOT NULL
• Model: Added SQL DDL for tables logged_models, logged_model_metrics,
  logged_model_param, and logged_model_tags

Details

• Chore(deps): Bump mlflow from 2.22.4 to 3.1.4 by @dependabot[bot] in #222

Full Changelog: v2.22.4...v3.1.4

v2.22.4

What's Changed

• Updated to MLflow 2.22.4.
• Dropped support for Python 3.8
• Added support for Python 3.12 and 3.13
• OCI: Updated server to Python 3.13 (Debian 12 bookworm)
• OCI: Updated runtime to Debian 12 bookworm

Details

• Chore(deps): Bump docker/build-push-action from 5 to 6 by @dependabot[bot] in #160
• Chore(deps): Update ruff requirement from <0.5 to <0.6 by @dependabot[bot] in #159
• Chore(deps): Update mypy requirement from <1.11 to <1.12 by @dependabot[bot] in #163
• Chore(deps): Update pyproject-fmt requirement from <2.2 to <2.3 by @dependabot[bot] in #165
• Chore(deps): Update validate-pyproject requirement from <0.19 to <0.22 by @dependabot[bot] in #175
• Chore(deps): Update ruff requirement from <0.6 to <0.8 by @dependabot[bot] in #177
• Chore(deps): Update mypy requirement from <1.12 to <1.14 by @dependabot[bot] in #181
• Chore(deps): Update validate-pyproject requirement from <0.22 to <0.24 by @dependabot[bot] in #185
• Chore(deps): Bump codecov/codecov-action from 4 to 5 by @dependabot[bot] in #187
• Chore(deps): Update ruff requirement from <0.8 to <0.9 by @dependabot[bot] in #188
• Chore(deps): Update pyproject-fmt requirement from <2.3 to <2.6 by @dependabot[bot] in #189
• Chore(deps): Update pytest-cov requirement from <6 to <7 by @dependabot[bot] in #190
• Chore(deps): Update twine requirement from <6 to <7 by @dependabot[bot] in #193
• Chore(deps): Update mypy requirement from <1.14 to <1.15 by @dependabot[bot] in #194
• CI: Fix OCI image building by @amotl in #204
• CI: Fix OCI build for ARM by running it on Ubuntu 22 by @amotl in #209
• OCI: Fix segfaults on ARM builds by @amotl in #210
• Chore: Improve linting. Remove Black and isort, use Ruff. Format code. by @amotl in #202
• Chore(deps): Bump actions/setup-python from 5 to 6 by @dependabot[bot] in #230
• Chore(deps): Bump actions/upload-artifact from 4 to 5 by @dependabot[bot] in #231
• Chore(deps): Bump actions/checkout from 3 to 6 by @dependabot[bot] in #232
• Maintenance 2026-03: Fix CI pipeline and switch to uv package manager by @amotl in #235
• Chore(deps): Bump actions/upload-artifact from 5 to 7 by @dependabot[bot] in #233
• Chore(deps): Bump docker/metadata-action from 5 to 6 by @dependabot[bot] in #243
• Chore(deps): Bump docker/login-action from 3 to 4 by @dependabot[bot] in #239
• Chore(deps): Bump docker/setup-qemu-action from 3 to 4 by @dependabot[bot] in #238
• Chore(deps): Bump docker/setup-buildx-action from 3 to 4 by @dependabot[bot] in #237
• Chore(deps): Bump docker/build-push-action from 6 to 7 by @dependabot[bot] in #236
• Chore(deps-dev): Update mypy requirement from <1.15 to <1.20 by @dependabot[bot] in #244
• Chore(deps-dev): Update ruff requirement from <0.10 to <0.16 by @dependabot[bot] in #246
• Python 3.12 by @amotl in #203
• Chore: Update code formatter configuration and format pyproject.toml by @amotl in #248
• Tests: Relax psutil dependency by @amotl in #256
• Chore(deps): Update joblib requirement from !=1.4.0,<1.5 to !=1.4.0,<1.6 by @dependabot[bot] in #257
• Chore(deps-dev): Update pytest-cov requirement from <7 to <8 by @dependabot[bot] in #258
• Dependencies: Bump mlflow from 2.14.1 to 2.22.4 by @amotl in #254
• CI: Validate on Python 3.13 by @amotl in #255
• Dependencies: Separate concerns between MLflow and ML runtime by @amotl in #269
• OCI: Update server to docker.io/python:3.13-slim-bookworm by @amotl in #271

Full Changelog: v2.14.1...v2.22.4

v2.14.1

What's Changed

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

Details

• Use SQLAlchemy patches and polyfills from sqlalchemy-cratedb by @amotl in #156
• Chore(deps): Bump mlflow from 2.14.0 to 2.14.1 by @dependabot in #157

Full Changelog: v2.14.0...v2.14.1

v2.14.0

What's Changed

• 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.

Details

• Dependencies: Use sqlalchemy-cratedb>=0.36.1,<1 by @amotl in #152
• Chore: Transfer to crate organization by @amotl in #153
• Project: Add surrogate setup.py to satisfy GitHub by @amotl in #154
• Chore(deps): Bump mlflow from 2.13.2 to 2.14.0 by @dependabot in #155

Full Changelog: v2.13.2...v2.14.0