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Explainable multi-agent systems in Python

Project description

PyXMas

Explainable Multi-Agent Systems in Python, based on Spade

For users

This project is a work in progress, not yet intended for general purpose usage.

For developers

Relevant features

  • All your project code into a single main package (pyxmas/)
  • All your project tests into a single test package (test/)
  • Unit testing support via unittest
  • Automatic testing on all branches via GitHub Actions
  • Semi-automatic versioning via Git
  • Packaging support via setuptools
  • Automatic release on PyPi via GitHub Actions
  • Docker image support via Dockerfile
  • Automatic release on DockerHub via GitHub Actions
  • Support for semi-automatic development environment management via Pyenv
  • Automatic dependencies updates via Renovate
  • Automatic conversion of TODO comments into GitHub issues via the alstr/todo-to-issue-action

Project structure

Overview:

<root directory>
├── pyxmas/                 # main package   ├── __init__.py         # python package marker   └── __main__.py         # application entry point
├── test/                   # test package (should contain unit tests)
├── .github/                # configuration of GitHub CI   ├── scripts/            # contains bash script to be used in CI      └── retry.sh        # script automating timed retry of release operations   └── workflows/          # configuration of GitHub Workflows       ├── check.yml       # runs tests on multiple OS and versions of Python       ├── deploy.yml      # if check succeeds, and the current branch is one of {main, master, develop}, triggers automatic releas on PyPi       └── dockerify.yml   # if deploy succeeds, builds a Docker image and pushes it on DockerHub 
├── MANIFEST.in             # file stating what to include/exclude in releases 
├── LICENSE                 # license file (Apache 2.0 by default)
├── pyproject.toml          # declares build dependencies
├── renovate.json           # configuration of Renovate bot, for automatic dependency updates
├── requirements.txt        # declares development dependencies
├── setup.py                # configuration of the package to be released on Pypi
└── Dockerfile              # configuration of the Docker image to be realsed on Dockerhub

How to do stuff

Run your code as an application

This will execute the file pyxmas/__main__.py:

python -m pyxmas 

Run unit tests

python -m unittest discover -s test -t .

Tests are automatically run in CI, on all pushes on all branches. There, tests are executed on Linux and on multiple Python versions (from 3.8 to 3.9).

Notice that the testing environment requires:

  • Docker to be installed in the testing environment
  • Docker Compose to be installed in the testing environment (this is commonly included in Docker)
  • the Docker daemon to be up and running

Restore dev dependencies

pip install -r requirements.txt

Release a new version on PyPi

This paragraph is more understandable if the reader has some background about:

GitHub actions automatically release a new version of pyxmas on PyPi whenever commits are pushed on the main or master branches.

The PyPi package is here: https://pypi.org/project/pyxmas/

Version numbers are computed automatically as semantic versioning strings of the form Major.Minor.Patch where Major, Minor, and Patch are non-negative integers.

Project details


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