V4.0.0

[fmind]

No description provided.

[gemini-code-assist]

Hello @fmind, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

Summary of Changes

This pull request upgrades the project to version 4.0.0. It includes several updates, such as switching from pyinvoke to just for task automation, bumping the Python version to 3.13, updating various dependencies, and improving the project's documentation and CI/CD workflows. A mindmap of the package has also been added to the README.

Highlights

• Task Automation: Switched from pyinvoke to just for managing project tasks, providing a more efficient and user-friendly task execution.
• Dependency Updates: Upgraded Python version to 3.13 and updated key dependencies like mlflow, ruff, pydantic, and others to their latest versions, ensuring compatibility and access to new features and security patches.
• CI/CD Improvements: Bumped GitHub Actions versions and refactored check tasks for easier debugging, enhancing the project's continuous integration and deployment processes.
• Documentation: Added a mindmap of the package to the README, providing a visual overview of the project's structure and components.
• Code Modernization: Modernized the codebase by removing invoke and using just for task management, updating pre-commit hooks, and updating the python version.

Changelog

Click here to see the changelog

• .cruft.json
  • Updated the commit hash to 2ce51abb4333d594baee46ce590ead4e4cd76142.
  • Bumped the version to 4.0.0.
  • Updated python_version to 3.13.
  • Updated mlflow_version to 2.20.3.
• .github/actions/setup/action.yml
  • Updated astral-sh/setup-uv action to v5.
• .github/workflows/check.yml
  • Replaced invoke commands with just commands for check tasks.
  • Renamed checks group to check.
• .github/workflows/publish.yml
  • Replaced invoke commands with just commands for docs and packages tasks.
  • Renamed docs group to doc.
• .pre-commit-config.yaml
  • Updated default_language_version for python to 3.13.
  • Updated ruff-pre-commit to v0.9.9.
  • Added bandit pre-commit hook.
  • Updated commitizen to v4.4.1.
• .python-version
  • Updated python version to 3.13.
• CHANGELOG.md
  • Updated version to 4.0.0 with release date 2025-03-04.
  • Switched from pyinvoke to just.
  • Bumped GitHub action versions.
  • Bumped python and package version.
  • Added mindmap of the package.
  • Fixed dtype backend for datasets.
  • Updated to new cruft template version.
  • Removed older changelog entries.
• Dockerfile
  • Updated base image to ghcr.io/astral-sh/uv:python3.13-bookworm.
• README.md
  • Added mindmap image.
  • Replaced PyInvoke with Just in the automation section.
  • Replaced Pyenv with Uv in the programming section.
  • Updated prerequisites to Python 3.13.
  • Updated task execution examples to use just.
  • Replaced task list with just toml syntax.
• invoke.yaml
  • Removed the file as invoke is no longer used.
• justfile
  • Added a new file to define just tasks.
• mlops-python-package.code-workspace
  • Removed dchanco.vsc-invoke extension recommendation.
• pyproject.toml
  • Updated version to 4.0.0.
  • Updated requires-python to 3.13.
  • Updated dependencies versions.
  • Replaced checks group with check.
  • Replaced commits group with commit.
  • Replaced docs group with doc.
  • Replaced notebooks group with notebook.
  • Updated python_version in tool.mypy to 3.13.
  • Updated target-version in tool.ruff to py313.
• python_env.yaml
  • Updated python version to 3.13.
  • Updated dependencies versions.
• requirements.txt
  • Updated dependencies versions.
• src/bikes/core/models.py
  • Added import for pandas
  • Added type checking for schemas
• src/bikes/io/datasets.py
  • Fixed dtype backend for datasets.
• src/bikes/io/services.py
  • Replaced warnings.warn with print for unsupported notifications.
• tasks/init.py
  • Removed the file as invoke is no longer used.
• tasks/check.just
  • Added a new file to define just check tasks.
• tasks/checks.py
  • Removed the file as invoke is no longer used.
• tasks/clean.just
  • Added a new file to define just clean tasks.
• tasks/cleans.py
  • Removed the file as invoke is no longer used.
• tasks/commit.just
  • Added a new file to define just commit tasks.
• tasks/commits.py
  • Removed the file as invoke is no longer used.
• tasks/containers.py
  • Removed the file as invoke is no longer used.
• tasks/doc.just
  • Added a new file to define just doc tasks.
• tasks/docker.just
  • Added a new file to define just docker tasks.
• tasks/docs.py
  • Removed the file as invoke is no longer used.
• tasks/format.just
  • Added a new file to define just format tasks.
• tasks/formats.py
  • Removed the file as invoke is no longer used.
• tasks/install.just
  • Added a new file to define just install tasks.
• tasks/installs.py
  • Removed the file as invoke is no longer used.
• tasks/mlflow.just
  • Added a new file to define just mlflow tasks.
• tasks/mlflow.py
  • Removed the file as invoke is no longer used.
• tasks/package.just
  • Added a new file to define just package tasks.
• tasks/packages.py
  • Removed the file as invoke is no longer used.
• tasks/project.just
  • Added a new file to define just project tasks.
• tasks/projects.py
  • Removed the file as invoke is no longer used.
• tests/core/test_metrics.py
  • Improved test descriptions.
• tests/core/test_models.py
  • Improved test descriptions.
• tests/io/test_datasets.py
  • Improved test descriptions.
• tests/io/test_registries.py
  • Improved test descriptions.
• tests/io/test_services.py
  • Improved test descriptions.
  • Added test for unsupported notifications.
• tests/jobs/test_evaluations.py
  • Improved test descriptions.
• tests/jobs/test_explanations.py
  • Improved test descriptions.
• tests/jobs/test_inference.py
  • Improved test descriptions.
• tests/jobs/test_promotion.py
  • Improved test descriptions.
• tests/jobs/test_training.py
  • Improved test descriptions.
• tests/utils/test_searchers.py
  • Improved test descriptions.
• tests/utils/test_signers.py
  • Improved test descriptions.
• tests/utils/test_splitters.py
  • Improved test descriptions.

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Did you know?

Python 3.13 introduces several performance improvements, including a new free-list implementation for strings and more efficient handling of certain operations, making it faster than previous versions.

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[gemini-code-assist]

Code Review

This pull request updates the project to use Python 3.13, uv for package management, and just for task automation. It also updates various dependencies and configurations. Overall, the changes seem well-organized and consistent.

Merge Readiness

The pull request appears to be in good shape for merging. The updates to dependencies, Python version, and task automation seem well-managed. I am unable to directly approve the pull request, and users should have others review and approve this code before merging.