diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index a806596..fc9ecd0 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -17,6 +17,7 @@ jobs: - "3.11" - "3.12" - "3.13" + - "3.14" steps: - name: Checkout the repository diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 528613b..ff4b9e4 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -5,40 +5,40 @@ on: branches: [master] permissions: - contents: write + contents: read + pages: write + id-token: write jobs: docs: + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} runs-on: ubuntu-latest - strategy: - matrix: - python-version: - - "3.13" - steps: - - uses: actions/checkout@v4 - - - name: Install uv and set the python version - uses: astral-sh/setup-uv@v5 - with: - python-version: ${{ matrix.python-version }} - - - run: echo "cache_id=$(date --utc '+%V')" >> $GITHUB_ENV - - - uses: actions/cache@v4 - env: - GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} - with: - key: mkdocs-material-${{ env.cache_id }} - path: .cache - restore-keys: | - mkdocs-material- - - - name: Install dependencies - run: uv sync --locked --only-group docs - - - name: Run docs build - env: - GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} - run: bash ./scripts/docs_build.sh \ No newline at end of file + - name: Configure GitHub Pages + uses: actions/configure-pages@v6 + + - name: Checkout the repository + uses: actions/checkout@v7 + + - name: Install uv and set Python + uses: astral-sh/setup-uv@v5 + with: + python-version: "3.14" + + - name: Install documentation dependencies + run: uv sync --locked --no-default-groups --group docs + + - name: Build documentation + run: bash ./scripts/docs_build.sh + + - name: Upload GitHub Pages artifact + uses: actions/upload-pages-artifact@v5 + with: + path: site + + - name: Deploy GitHub Pages + id: deployment + uses: actions/deploy-pages@v5 diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index 1a6f103..51115dc 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -20,7 +20,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v6.1.0 with: - python-version: '3.13' + python-version: '3.14' - name: Install build tools run: | diff --git a/AGENTS.md b/AGENTS.md new file mode 100644 index 0000000..1c387a2 --- /dev/null +++ b/AGENTS.md @@ -0,0 +1,37 @@ +# AGENTS.md + +## Project shape + +- This is a single Python package, not a monorepo. Runtime code is under `src/dataguard`; tests are under `tests`; documentation is under `docs`; documentation examples are sourced from `notebooks`. +- The distribution is named `peh-dataguard`, but the import name is `dataguard`. The public exports are `Validator`, `Filter`, and `ErrorCollector` from `src/dataguard/__init__.py`. +- Python `>=3.10` is supported; CI tests Python `3.10` through `3.14`. Ruff targets Python 3.10, so do not use syntax or APIs newer than the minimum unless the project metadata is changed. +- The main flow is configuration mapping -> recursive Pydantic expression/schema models -> Polars expression compilation -> Pandera validation for `Validator` or direct Polars filtering for `Filter`. The relevant wiring is in `config/config_reader.py`, `core/check/`, `core/filter/`, and `core/models/`. +- `CaseCheckExpression` is recursive: `conjunction` and `disjunction` require at least two expressions, while `condition` requires exactly two. Built-in check names are mapped to Polars methods; custom callable checks are supported for validation, not filtering. +- `Validator` normally collects Polars/Pandera/configuration errors in the shared `ErrorCollector`; pass `collect_exceptions=False` when an exception should propagate. `Filter.apply` preserves `DataFrame` versus `LazyFrame` input type. + +## Toolchain and commands + +- Use `uv` and commit `uv.lock` changes generated by `uv lock`; do not edit the lockfile by hand. The direct dependency bounds intentionally block next-minor releases while allowing patch updates. +- Reproduce the CI environment with `uv sync --locked --all-extras --dev`. The docs environment is separate: `uv sync --locked --no-default-groups --group docs`. +- Run the full test and coverage suite with `make test` (it runs `uv run pytest -s -vv --cov=src/` and then `coverage html`). It modifies the tracked `.coverage` file; restore it before committing unless the coverage data is an intentional change. +- Run a focused test with `make test-set SET='tests/tests_filter/test_filter.py::test_filter_apply_dataframe'`, or use `uv run pytest` with the desired node id. Tests are local/unit-style and use Hypothesis; no external service is configured. +- Run lint with `make lint`. It runs Ruff checks twice; it does not check formatting. For a non-mutating formatting check use `uv run ruff format --check .`. `make format` runs Ruff autofixes and formatting, so it changes files. +- `bash scripts/pre_commit.sh` is the repository wrapper for `format -> lint -> test`; it is mutating because it runs the formatter first. There is no configured mypy/pyright type-check step. +- Build the sdist and wheel with `uv build`. Keep `dist/`, `site/`, `htmlcov/`, caches, and virtual environments out of commits. + +## State and testing gotchas + +- `ErrorCollector` is cached/shared; clear it between tests that inspect collected reports. The validator test fixture demonstrates this cleanup. +- `parse_checks()` destructively pops `name`, `error_level`, and `error_msg` from each check mapping. Do not reuse an input mapping after parsing if its original contents matter. +- `expression_mapper` is global and `map_command()` mutates parsed expression objects. Filter tests reset this mapping; preserve that isolation when adding tests or changing command registration. +- `CaseCheckExpression` and `SimpleCheckExpression` are the backend-neutral expression layer. Keep built-in lowering shared between validation and filtering rather than duplicating command logic. + +## Documentation and release operations + +- Zensical, not the `mkdocs` CLI, builds the site from the MkDocs-compatible `mkdocs.yml`. Use `make serve` for a local preview and `bash scripts/docs_build.sh` for the strict clean build; the script uses `uv run --no-default-groups --group docs` and builds `site/`. +- The Markdown guides embed code with `--8<--` snippets from `notebooks/`. Edit the notebook source and rebuild rather than copying code into the generated guide. `docs/changelog.md` similarly includes the root `CHANGELOG.md`. +- API documentation is generated from source docstrings through `mkdocstrings` (`paths: [../src]`), so update the relevant source docstrings when changing public APIs. +- The `DOCS` workflow runs only for pushes to `master` and deploys the built `site/` directory through GitHub Pages Actions. GitHub Pages must be configured to use GitHub Actions as its source. +- The publish workflow builds on branch pushes, publishes to TestPyPI on tag pushes, and publishes to PyPI when a GitHub release is published. A normal branch push alone does not publish the package. +- For a release, update `project.version` in `pyproject.toml`, regenerate `uv.lock`, run `uv build`, and tag the matching commit; do not create a release with mismatched project and lock metadata. +- `presentation.md` is a standalone 16:9 Marp deck; no Makefile or CI target renders it, so validate it separately if it is changed. diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 0000000..d65fc78 --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1,35 @@ +# Changelog + +All notable changes to DataGuard are documented in this file. The format is +based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this +project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). + +## [Unreleased] + +## [0.6.1] - 2026-09-25 + +This maintenance release updates packaging, supported Python versions, +dependencies, CI, and documentation without changing the public runtime API. + +### Added + +- Added end-user installation instructions for `uv` and `pip` to the + documentation and README. +- Added this changelog and exposed it in the documentation navigation. + +### Changed + +- Bumped the package version to `0.6.1`. +- Added Python 3.14 to the CI, documentation, and publishing workflows and + updated the contributor setup. +- Migrated the documentation from MkDocs Material to Zensical, including the + GitHub Pages deployment workflow. +- Declared direct Polars and Pydantic runtime dependencies and added + next-minor upper bounds for direct runtime, development, build, and + documentation dependencies. +- Regenerated `uv.lock` with the validated dependency graph. +- Updated the README with installation, development, documentation, and + release-history links. + +[Unreleased]: https://github.com/eu-parc/dataguard/compare/v0.6.1...HEAD +[0.6.1]: https://github.com/eu-parc/dataguard/compare/v0.6.0...v0.6.1 diff --git a/README.md b/README.md index 38d0447..f6305a4 100644 --- a/README.md +++ b/README.md @@ -1,16 +1,19 @@ # DataGuard

- + CI - - CI + + Documentation build -

+

-Source: https://github.com/eu-parc/dataguard -Documentation: https://eu-parc.github.io/dataguard/ +- Source: [GitHub repository](https://github.com/eu-parc/dataguard) +- Documentation: [DataGuard documentation](https://eu-parc.github.io/dataguard/) +- Changelog: [CHANGELOG.md](https://github.com/eu-parc/dataguard/blob/master/CHANGELOG.md) + +DataGuard supports Python 3.10 and later. ## Features @@ -24,29 +27,67 @@ Documentation: https://eu-parc.github.io/dataguard/ - **Detailed error reporting**: Collect and format validation errors with custom messages and severity levels - **Polars support**: Built on Polars for efficient data processing at scale -## Installation -To install the library for development. +## Installation + +The package is published on PyPI as `peh-dataguard` and imported as +`dataguard`. + +### Install with uv + +For a `uv`-managed project, add DataGuard as a dependency: + +```bash +uv add peh-dataguard +``` + +To install it into the current environment without changing a project file: + +```bash +uv pip install peh-dataguard +``` + +### Install with pip + +Create and activate a virtual environment, then install the package: + +```bash +python -m venv .venv +source .venv/bin/activate +python -m pip install --upgrade pip +python -m pip install peh-dataguard +``` + +On Windows PowerShell, activate the environment with +`.venv\Scripts\Activate.ps1` instead of `source`. + +Verify that the public API can be imported: + +```bash +python -c "from dataguard import Filter, Validator; print('DataGuard is ready')" +``` + +For a `uv`-managed project, use `uv run python ...` instead of `python ...`. -### Synchronize the project dependencies - - ```bash - $ uv sync - ``` +## Development -#### Tests +For a source checkout, install the development dependencies with Python 3.14: - ```bash - $ make test - ``` +```bash +git clone https://github.com/eu-parc/dataguard.git +cd dataguard +uv sync --python 3.14 +``` -#### Format +Run the project checks with: - ```bash - $ make format - ``` +```bash +make test +make lint +make format +``` -#### lint +To preview the Zensical documentation locally: - ```bash - $ make lint - ``` +```bash +make serve +``` diff --git a/docs/changelog.md b/docs/changelog.md new file mode 100644 index 0000000..a41a582 --- /dev/null +++ b/docs/changelog.md @@ -0,0 +1,3 @@ +# Changelog + +--8<-- "CHANGELOG.md:2" diff --git a/docs/getting_started.md b/docs/getting_started.md index 2a7d0a6..c406b59 100644 --- a/docs/getting_started.md +++ b/docs/getting_started.md @@ -1,6 +1,47 @@ # Getting Started -## Dataguard workflow +## Installation + +The PyPI distribution is named `peh-dataguard`, while the Python import +name is `dataguard`. + +### Install with `uv` + +For a `uv`-managed project, add DataGuard as a dependency: + +```bash +uv add peh-dataguard +``` + +To install it into the current environment without changing a project file: + +```bash +uv pip install peh-dataguard +``` + +### Install with `pip` + +Create and activate a virtual environment, then install the package: + +```bash +python -m venv .venv +source .venv/bin/activate +python -m pip install --upgrade pip +python -m pip install peh-dataguard +``` + +On Windows PowerShell, activate the environment with +`.venv\Scripts\Activate.ps1` instead of `source`. + +### Verify the installation + +```bash +python -c "from dataguard import Filter, Validator; print('DataGuard is ready')" +``` + +For a `uv`-managed project, use `uv run python ...` instead of `python ...`. + +## DataGuard workflow ```py title="getting_started.py" linenums="1" hl_lines="3-9 13 15" --8<-- "notebooks/getting_started.py:1:15" @@ -15,7 +56,7 @@ While this example uses empty lists and an empty DataFrame for simplicity, it il ## Validating real-world constraints -Consider an `age` column configuration that demonstrates Dataguard's data quality enforcement capabilities: +Consider an `age` column configuration that demonstrates DataGuard's data quality enforcement capabilities: - **Type Safety**: Enforcing `integer` data type prevents string or float contamination - **Null Prevention**: `nullable: False` ensures no missing age values slip through diff --git a/docs/index.md b/docs/index.md index 04c3517..3c8892f 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,6 +1,6 @@ -# Welcome to Dataguard +# Welcome to DataGuard -Dataguard is a Python package for performing data validation and filtering on dataframe objects. +DataGuard is a Python package for performing data validation and filtering on dataframe objects. It provides a flexible and extensible framework for defining validation rules and filter expressions, ensuring that your data meets quality and consistency requirements. @@ -10,3 +10,5 @@ For filtering data, please see [How to filter](how-to-filter.md) For API documentation, please see the [API Reference](api.md). +For release history, see the [Changelog](changelog.md). + diff --git a/mkdocs.yml b/mkdocs.yml index bc5f06e..c557405 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -2,8 +2,11 @@ site_name: DataGuard repo_url: https://github.com/eu-parc/dataguard repo_name: eu-parc/dataguard edit_uri: edit/master/docs/ +# Zensical intentionally reads this MkDocs-compatible configuration. +# The classic variant preserves the existing Material-style presentation. theme: name: material + variant: classic plugins: - search @@ -39,6 +42,7 @@ markdown_extensions: nav: - Home: index.md - Getting Started: getting_started.md + - Changelog: changelog.md - User Guide: - How to create checks: how-to-create_checks.md - How to filter: how-to-filter.md diff --git a/pyproject.toml b/pyproject.toml index 80dd368..68245c8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "peh-dataguard" -version = "0.6.0" +version = "0.6.1" description = "A framework-agnostic data validation library for ensuring data quality and integrity" readme = "README.md" license = "MIT" @@ -8,32 +8,35 @@ authors = [ { name = "Caio Mescouto Terra de Souza", email = "caio.mescouto@vito.be" } ] requires-python = ">=3.10" +# Upper bounds intentionally block next-minor releases; widen them after validation. dependencies = [ - "pandera[polars]>=0.32.1", + "pandera[polars]>=0.32.1,<0.34", + "polars>=1.42.1,<1.45", + "pydantic>=2.13.4,<2.14", ] urls = { Homepage = "https://github.com/eu-parc/dataguard", Repository = "https://github.com/eu-parc/dataguard", Documentation = "https://eu-parc.github.io/dataguard/" } [build-system] -requires = ["hatchling"] +requires = ["hatchling>=1.32.4,<1.33"] build-backend = "hatchling.build" [dependency-groups] dev = [ - "hypothesis>=6.131.14", - "ipykernel>=6.29.5", - "pytest>=8.3.5", - "pytest-cov>=6.1.1", - "ruff>=0.11.8", + "hypothesis>=6.131.14,<6.169", + "ipykernel>=6.29.5,<7.4", + "pytest>=8.3.5,<9.2", + "pytest-cov>=6.1.1,<7.2", + "ruff>=0.11.8,<0.17", ] docs = [ - "mkdocs-material>=9.6.14", - "mkdocstrings[python]>=0.29.1", + "zensical>=0.0.65,<0.1", + "mkdocstrings-python>=2.0.9,<2.1", ] [tool.ruff] line-length = 79 src = ["src/dataguard"] -extend-exclude = ["tests", "scripts", "notebooks", "data"] +extend-exclude = ["tests", "scripts", "notebooks", "data", "docs"] target-version = "py310" [tool.ruff.lint] diff --git a/scripts/docs_build.sh b/scripts/docs_build.sh index eac2542..b97fb41 100644 --- a/scripts/docs_build.sh +++ b/scripts/docs_build.sh @@ -1,5 +1,5 @@ #!/usr/bin/env bash -PREFIX='uv run' +PREFIX='uv run --no-default-groups --group docs' -${PREFIX} mkdocs gh-deploy --force \ No newline at 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