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name: Python package | ||
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on: | ||
push: | ||
branches: | ||
- main | ||
tags: | ||
- 'v*' | ||
pull_request: | ||
branches: | ||
- 'main' | ||
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env: | ||
REGISTRY: ghcr.io | ||
POETRY_CACHE_DIR: ~/.cache/pypoetry | ||
IMAGE_NAME: ${{ github.repository }} | ||
PYTHON_VERSION: "3.11" | ||
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jobs: | ||
lint: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- name: Dump GitHub context | ||
env: | ||
GITHUB_CONTEXT: ${{ toJson(github) }} | ||
run: echo "$GITHUB_CONTEXT" | ||
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- uses: actions/checkout@v4 | ||
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- name: Set up Python ${{ env.python-version }} | ||
uses: actions/setup-python@v5 | ||
with: | ||
python-version: ${{ env.PYTHON_VERSION }} | ||
cache: "poetry" | ||
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- name: Install poetry | ||
run: pipx install poetry | ||
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- name: Install dependencies | ||
run: poetry install | ||
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- name: run ruff | ||
run: poetry run ruff check --output-format=github | ||
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- name: run format | ||
run: poetry run ruff format --check | ||
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- name: run pyright | ||
run: poetry run pyright | ||
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security: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- uses: actions/checkout@v4 | ||
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- name: Set up Python ${{ env.PYTHON_VERSION }} | ||
uses: actions/setup-python@v5 | ||
with: | ||
python-version: ${{ env.PYTHON_VERSION }} | ||
cache: "poetry" | ||
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- name: Install poetry | ||
run: pipx install poetry | ||
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- name: Install dependencies | ||
run: poetry install | ||
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- name: Generate SBOM | ||
run: poetry run cyclonedx-py poetry > sbom.json | ||
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- name: Generace licenses file | ||
run: | | ||
poetry run pip-licenses --order=license --format=json --with-description > licenses.txt | ||
- name: Upload SBOM and licenses | ||
uses: actions/upload-artifact@v4 | ||
with: | ||
name: "sbom-licenses-${{ github.GITHUB_SHA }}.json" | ||
path: | | ||
sbom.json | ||
licenses.txt | ||
if-no-files-found: error | ||
overwrite: true | ||
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- name: Run Trivy vulnerability scanner | ||
uses: aquasecurity/trivy-action@master | ||
with: | ||
trivy-config: trivy.yaml | ||
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test: | ||
runs-on: ubuntu-latest | ||
strategy: | ||
matrix: | ||
python-version: ["3.10", "3.11", "3.12"] | ||
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steps: | ||
- uses: actions/checkout@v4 | ||
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- name: Set up Python ${{ matrix.python-version }} | ||
uses: actions/setup-python@v5 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
cache: "poetry" | ||
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- name: Install poetry | ||
run: pipx install poetry | ||
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- name: Install dependencies | ||
run: poetry install | ||
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- name: run pytest | ||
run: poetry run coverage run -m pytest | ||
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- name: run coverage | ||
run: poetry run coverage report | ||
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- name: run coverage | ||
run: poetry run coverage html | ||
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- name: Upload code coverage report | ||
uses: actions/upload-artifact@v4 | ||
with: | ||
name: "codecoverage-${{ github.GITHUB_SHA }}" | ||
path: htmlcov/ | ||
if-no-files-found: error | ||
overwrite: true | ||
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build: | ||
needs: test | ||
runs-on: ubuntu-latest | ||
permissions: | ||
contents: read | ||
packages: write | ||
steps: | ||
- uses: actions/checkout@v4 | ||
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- name: Log in to the Container registry | ||
uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1 | ||
with: | ||
registry: ${{ env.REGISTRY }} | ||
username: ${{ github.actor }} | ||
password: ${{ secrets.GITHUB_TOKEN }} | ||
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- name: Set up QEMU | ||
uses: docker/setup-qemu-action@v3 | ||
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- name: Set up Docker Buildx | ||
uses: docker/setup-buildx-action@v3 | ||
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- name: Extract metadata for Docker | ||
id: meta | ||
uses: docker/metadata-action@v5 | ||
with: | ||
images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} | ||
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- name: Build and push Docker image | ||
uses: docker/build-push-action@v5 | ||
with: | ||
context: . | ||
push: ${{ github.event_name != 'pull_request' }} | ||
tags: ${{ steps.meta.outputs.tags }} | ||
labels: ${{ steps.meta.outputs.labels }} | ||
platforms: linux/amd64,linux/arm64,darwin/amd64 | ||
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- name: Check image for vulnerabilities | ||
uses: docker/scout-action@v3 | ||
with: | ||
command: quickview,cves |
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# Buiding TAD | ||
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There are several ways to build and run TAD. | ||
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1. poetry | ||
2. container | ||
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## Building TAD with Poetry | ||
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Poetry is a python package and dependency manager. Before you can install poetry you first need to install python. Please follow [these](https://github.com/pyenv/pyenv?tab=readme-ov-file#installation) instructions. | ||
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Once you have python available you can install poetry. See [here](https://python-poetry.org/docs/#installation). | ||
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Once you have poetry and python install you can start installing the dependencies with the following shell command. | ||
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```shell | ||
poetry install | ||
``` | ||
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when poetry is done installing all dependencies you can start using the tool. | ||
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```shell | ||
poetry run python -m tad | ||
``` | ||
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## Building TAD with Containers | ||
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Containers allow use to package software and make it portable and isolated. Before you can run container you first need a container runtime. There are several available but allot of users use [docker desktop](https://www.docker.com/products/docker-desktop/). | ||
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Once you install a docker runtime like docker desktop you can start building the applications with this command: | ||
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```shell | ||
docker compose build | ||
``` | ||
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to run the application you use this command: | ||
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```shell | ||
docker compose up | ||
``` | ||
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## Testing, Linting etc | ||
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For testing, linting and other feature we use several tools. You can look up the documentation on how to use these: | ||
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* [pytest](https://docs.pytest.org/en/) `poetry run pytest` | ||
* [ruff](https://docs.astral.sh/ruff/) `poetry run ruff format` or `poetry run ruff check --fix` | ||
* [coverage](https://coverage.readthedocs.io/en/) `poetry run coverage report` | ||
* [pyright](https://microsoft.github.io/pyright/#/) `poetry run pyright` | ||
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## Devcontainers | ||
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[VSCode](https://code.visualstudio.com/) has great support for devcontainers. If your editor had support for devcontainers you can also use them to start the devcontainer. Devcontaines offer great standardized environments for development. |
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@@ -4,8 +4,7 @@ FROM --platform=$BUILDPLATFORM python:${PYTHON_VERSION} as project-base | |
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LABEL [email protected] \ | ||
organization=MinBZK \ | ||
license=EUPL-1.2 \ | ||
io.docker.minbzk.name=python-project-template | ||
license=EUPL-1.2 | ||
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ENV PYTHONUNBUFFERED=1 \ | ||
PYTHONDONTWRITEBYTECODE=1 \ | ||
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RUN ruff check | ||
RUN ruff format --check | ||
RUN pyright | ||
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FROM development AS test | ||
RUN coverage run --rcfile ./pyproject.toml -m pytest ./tests | ||
RUN coverage report --fail-under 95 | ||
RUN coverage run -m pytest ./tests | ||
RUN coverage report | ||
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FROM project-base as production | ||
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COPY ./python_project /app/python_project | ||
COPY ./tad /app/tad | ||
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# change this to a usefull command | ||
CMD ["python", "-m", "python_project" ] | ||
CMD ["python", "-m", "tad" ] |
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# Python Project Template | ||
# Transparency for Algorithm Decision making (TAD) | ||
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## Description | ||
![GitHub Actions Workflow Status](https://img.shields.io/github/actions/workflow/status/minbzk/tad/ci.yml) | ||
![Codecov (with branch)](https://img.shields.io/codecov/c/github/minbzk/tad/main) | ||
![GitHub Downloads (all assets, all releases)](https://img.shields.io/github/downloads/minbzk/tad/total) | ||
![GitHub License](https://img.shields.io/github/license/minbzk/tad) | ||
![GitHub Release](https://img.shields.io/github/v/release/minbzk/tad) | ||
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This is a template repository that can be used for Python 3.11 projects and uses the Poetry package manager. By default this project sets up the following: | ||
TAD is a modern tool to apply technical and non-technical tests for an AI model. | ||
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* Devcontainers for VSCode users | ||
* Github community health files | ||
* Github Dependabot | ||
* VSCode configs | ||
* Some scripts to adhere to programming standards | ||
* A editorconfig file so editors enforce formatting | ||
* A default .gitgignore | ||
* A default pre-commit-config | ||
* A EUPL v1.2 Licence | ||
* A basic Docker setup | ||
* publiccode.yml | ||
Note: The main branch may be in an unstable or even broken state during development. Please use releases instead of the main branch. | ||
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## How to use this template repository | ||
## How to contribute | ||
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When creating a new Repository select this template repository as the base. | ||
See [contributing docs](CONTRIBUTING.md) | ||
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After the repository is created make sure to change the following (we may need to consider copier to automate this): | ||
## How to build and run TAD | ||
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* change the owners in the the .github/CODEOWNERS | ||
* run a global rename command where you rename new_name to your project name | ||
* macos: `find . -type f -not -path "./.git/*" -exec sed -i '' "s/python_project/new_name/g" {} \;` | ||
* linux: `find . -type f -not -path "./.git/*" -exec sed -i "s/python_project/new_name/g" {} \;` | ||
* rename the python_project/ folder to your project name | ||
* change author and name in pyproject.toml | ||
* change labels in Dockerfile to appropriate values | ||
* Verify the License used | ||
* Change publiccode.yml to your needs | ||
See [build docs](BUILD.md) |
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services: | ||
tad: | ||
build: . | ||
image: ghcr.io/minbzk/tad:dev |
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services: | ||
tad: | ||
build: . | ||
image: ghcr.io/minbzk/tad:latest |
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