An automated Python package release management tool with AI-powered changelog generation
Project description
Python Release Master
An automated Python package release management tool with AI-powered changelog generation.
Features
- Automated version management
- AI-powered changelog generation from commits and PRs
- Smart commit message generation for uncommitted changes
- Comprehensive testing (unit, integration, docker)
- Documentation generation and validation
- PyPI publishing with verification
- GitHub Actions integration
Installation
pip install python-release-master
Environment Setup
Required Environment Variables
-
OpenAI API Key (Required for AI features)
- Sign up at OpenAI Platform
- Create an API key at https://platform.openai.com/api-keys
- Required scopes: None (just the API key)
- Set the environment variable:
# macOS/Linux export OPENAI_API_KEY='your-api-key' # Windows (Command Prompt) set OPENAI_API_KEY=your-api-key # Windows (PowerShell) $env:OPENAI_API_KEY='your-api-key'
- For permanent setup:
- macOS/Linux: Add to
~/.bashrc,~/.zshrc, or equivalent - Windows: Set through System Properties > Environment Variables
- macOS/Linux: Add to
-
GitHub Token (Required for GitHub operations)
- Create a token at https://github.com/settings/tokens
- Required scopes:
repo(Full control of private repositories)workflow(if using GitHub Actions)
- Set the environment variable:
# macOS/Linux export GITHUB_TOKEN='your-github-token' # Windows (Command Prompt) set GITHUB_TOKEN=your-github-token # Windows (PowerShell) $env:GITHUB_TOKEN='your-github-token'
-
PyPI Token (Required for publishing)
- Create an account at https://pypi.org
- Create a token at https://pypi.org/manage/account/token/
- Required scopes: Select "Entire account (all projects)"
- Set the environment variable:
# macOS/Linux export PYPI_TOKEN='your-pypi-token' # Windows (Command Prompt) set PYPI_TOKEN=your-pypi-token # Windows (PowerShell) $env:PYPI_TOKEN='your-pypi-token'
Configuration File
The tool uses a .release-master.yaml configuration file. On first run, if no configuration file exists, a default one will be created with these settings:
version_files:
- pyproject.toml
changelog:
ai_powered: true
openai_model: gpt-4o-mini
sections:
- Features
- Bug Fixes
- Documentation
- Internal Changes
github:
auto_create: true
owner: your-github-username # Will be prompted on first run
repo_name: your-repo-name # Will be prompted on first run
private: false
description: "Your repository description"
# You can either set the token here (not recommended for security)
# token: your-github-token
# Or specify a custom environment variable name (defaults to GITHUB_TOKEN)
token_env_var: GITHUB_TOKEN
Troubleshooting
If any required environment variables are missing, the tool will provide detailed instructions:
-
Missing OpenAI API Key:
- Error will include link to OpenAI signup
- Instructions for creating API key
- OS-specific setup instructions
-
Invalid GitHub Token:
- Link to token creation page
- Required scope information
- Troubleshooting steps for common issues
-
Missing PyPI Token:
- Instructions for PyPI account creation
- Token generation steps
- Publishing permission setup
Quick Start
- Add to your GitHub workflow:
- name: Release
env:
PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }}
OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
run: |
python-release-master publish \
--bump ${{ github.event.inputs.version_bump }} \
--title "Release ${{ github.event.inputs.version_bump }} version" \
--description "${{ github.event.inputs.release_notes }}"
- Configure release settings:
# .release-master.yaml
version_files:
- pyproject.toml
- src/mypackage/__init__.py
changelog:
ai_powered: true
openai_model: gpt-4-0125-preview # Default model, can also use gpt-3.5-turbo
sections:
- Features
- Bug Fixes
- Documentation
- Internal Changes
skip_steps:
- docker_tests # Skip docker testing if needed
AI Features
Smart Changelog Generation
The tool uses OpenAI's GPT models to analyze your commits and pull requests, generating a structured changelog that:
- Determines the appropriate version bump (major, minor, patch)
- Categorizes changes into meaningful sections
- Provides detailed descriptions for each change
- Identifies breaking changes
- Maintains consistent formatting
Example output:
## Features
- Add AI-powered changelog generation
- Implement smart commit message handling
## Bug Fixes
- Fix version detection in pyproject.toml
- Resolve GitHub API pagination issues
## Documentation
- Update installation instructions
- Add AI configuration guide
Intelligent Commit Messages
When uncommitted changes are detected, the tool can:
- Analyze file changes to understand the context
- Generate conventional commit messages
- Add appropriate scope and description
- Include detailed body explaining the changes
- Handle breaking changes correctly
Example commit message:
feat(changelog): add AI-powered generation
Implement OpenAI integration for generating changelogs from commits and PRs.
This change adds intelligent analysis of code changes to provide better
release notes.
Configuration
OpenAI Settings
changelog:
ai_powered: true
openai_model: gpt-4-0125-preview # Default model
sections:
- Features
- Bug Fixes
- Documentation
- Internal Changes
- Breaking Changes
Environment Variables
OPENAI_API_KEY: Your OpenAI API key (required for AI features)PYPI_TOKEN: PyPI token for publishingGITHUB_TOKEN: GitHub token for release creation
Documentation
For detailed documentation, visit docs/.
Contributing
Contributions are welcome! Please see CONTRIBUTING.md for guidelines.
License
MIT License - see LICENSE for details.
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