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https://github.com/souvik03-136/auto-ci

🤖 Auto-CI: Generate intelligent, optimized CI/CD pipelines for any repo in seconds.
https://github.com/souvik03-136/auto-ci

auto-ci automation ci-cd circleci code-quality developer-tools devops docker github-actions gitlab-ci infrastructure-as-code jenkins kubernetes kubernetes-cluster linting open-source pipeline-generator python repository-scanner security-scanning

Last synced: 9 days ago
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🤖 Auto-CI: Generate intelligent, optimized CI/CD pipelines for any repo in seconds.

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README 

          
# 🚀 Auto-CI: Automated CI/CD Pipeline Generator



[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)

[![Development Status](https://img.shields.io/badge/status-development-orange.svg)](https://github.com/souvik03-136/auto-ci)



**Auto-CI** is an intelligent tool that automatically scans your repository, detects your tech stack, and generates optimized CI/CD pipelines for GitHub Actions, GitLab CI, CircleCI, and more.



> ⚠️ **Development Status**: This project is currently under active development. Install directly from GitHub for the latest features.



## ✨ Features



- 🔍 **Smart Repository Scanning**: Automatically detects languages, frameworks, test tools, and build systems

- 🏗️ **Multi-Platform Support**: Generate pipelines for GitHub Actions, GitLab CI, CircleCI, and Jenkins

- ⚡ **Performance Optimized**: Includes caching, parallel jobs, and other performance best practices

- 🛡️ **Security First**: Integrates security scanning and best practices

- 📋 **Repository Auditing**: Provides recommendations and identifies missing components

- 🎯 **Template-Free**: No generic templates - pipelines are customized for your specific stack

- 🔄 **Continuous Improvement**: Learns from pipeline performance and suggests optimizations



## 🚀 Quick Start



### Installation



Since this project is still in development, install directly from GitHub:



```bash

# Install from GitHub (latest development version)

pip install git+https://github.com/souvik03-136/auto-ci.git



# Or clone and install locally for development

git clone https://github.com/souvik03-136/auto-ci.git

cd auto-ci

pip install -e .

```



### Basic Usage



```bash

# Scan your repository

auto-ci scan .



# Generate GitHub Actions pipeline

auto-ci generate --ci github



# Generate GitLab CI pipeline  

auto-ci generate --ci gitlab



# Audit repository and get recommendations

auto-ci audit .

```



## 📋 Supported Technologies



### Languages

- **Python** (Django, Flask, FastAPI, Poetry, pip)

- **JavaScript/TypeScript** (React, Vue, Angular, Express, npm, yarn, pnpm)

- **Go** (Gin, standard library, go modules)

- **Java** (Spring Boot, Maven, Gradle)

- **Rust** (Cargo)

- **PHP** (Laravel, Composer)

- **Ruby** (Rails, Bundler)

- **C#** (.NET, MSBuild)



### CI/CD Platforms

- **GitHub Actions** ✅

- **GitLab CI** ✅  

- **CircleCI** ✅

- **Jenkins** (coming soon)

- **Azure DevOps** (coming soon)

- **AWS CodeBuild** (coming soon)



### Features Detected

- 🧪 Test frameworks (pytest, Jest, JUnit, Go test, etc.)

- 🔨 Build tools (webpack, Maven, Gradle, Make, etc.)

- 📦 Containerization (Docker, Podman, Kubernetes)

- 🏗️ Infrastructure as Code (Terraform, Ansible, Helm)

- 🔒 Security scanning tools

- 📊 Code quality tools (ESLint, Flake8, etc.)



## 📖 Examples



### Python Flask Application



```bash

$ auto-ci scan ./my-flask-app



🔍 Repository Analysis: /path/to/my-flask-app

📝 Primary Language: python



💻 Languages (2):

  • python (confidence: 1.00)

  • javascript (confidence: 0.30)



🚀 Frameworks (1):

  • flask (confidence: 0.80)



🧪 Test Tools (1):

  • pytest (confidence: 0.60)



📦 Containers (1):

  • docker (confidence: 0.80)

```



```bash

$ auto-ci generate --ci github



✅ GITHUB pipeline generated successfully!

📁 Saved to: .github/workflows/ci.yml

🔍 Detected primary language: python

🚀 Detected frameworks: flask

```



**Generated Pipeline Preview:**

```yaml

name: CI

on:

  push:

    branches: [main, master, develop]

  pull_request:

    branches: [main, master]

jobs:

  lint:

    runs-on: ubuntu-latest

    steps:

      - uses: actions/checkout@v4

      - uses: actions/setup-python@v4

        with:

          python-version: 3.11

      - name: Cache pip dependencies

        uses: actions/cache@v3

        with:

          path: ~/.cache/pip

          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements*.txt') }}

      - run: pip install flake8 black isort

      - run: flake8 . --max-line-length=88 --exclude=venv,env

      - run: black --check .

      - run: isort --check-only .

  test:

    runs-on: ubuntu-latest

    strategy:

      matrix:

        python-version: [3.9, "3.10", 3.11]

    steps:

      - uses: actions/checkout@v4

      - uses: actions/setup-python@v4

        with:

          python-version: ${{ matrix.python-version }}

      - name: Cache pip dependencies

        uses: actions/cache@v3

        with:

          path: ~/.cache/pip

          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements*.txt') }}

      - run: pip install -r requirements.txt

      - run: pytest --cov=. --cov-report=xml

      - name: Upload coverage to Codecov

        uses: codecov/codecov-action@v3

  docker:

    runs-on: ubuntu-latest

    steps:

      - uses: actions/checkout@v4

      - name: Set up Docker Buildx

        uses: docker/setup-buildx-action@v3

      - name: Build and push

        uses: docker/build-push-action@v5

        with:

          context: .

          platforms: linux/amd64,linux/arm64

          push: true

          tags: myapp:latest,myapp:${{ github.sha }}

```



### Node.js React Application



```bash

$ auto-ci generate --ci gitlab ./my-react-app



✅ GITLAB pipeline generated successfully!

📁 Saved to: .gitlab-ci.yml

🔍 Detected primary language: javascript

🚀 Detected frameworks: react

```



## 🛠️ CLI Reference



### `auto-ci scan [path]`

Scan repository and detect technologies.



**Options:**

- `--json`: Output results in JSON format



**Example:**

```bash

auto-ci scan . --json > analysis.json

```



### `auto-ci generate [path]`

Generate CI/CD pipeline for repository.



**Options:**

- `--ci {github,gitlab,circleci}`: CI platform (default: github)

- `--output, -o`: Output directory (default: repository root)

- `--no-optimize`: Skip pipeline optimizations

- `--dry-run`: Print pipeline without saving



**Examples:**

```bash

# Generate GitHub Actions workflow

auto-ci generate --ci github



# Generate GitLab CI to custom location

auto-ci generate --ci gitlab -o ./ci-configs



# Preview pipeline without saving

auto-ci generate --ci github --dry-run

```



### `auto-ci audit [path]`

Audit repository and provide recommendations.



**Options:**

- `--json`: Output results in JSON format



**Example:**

```bash

auto-ci audit . --json

```



## 🔧 Advanced Usage



### Python API



```python

from auto_ci import AutoCI



# Initialize Auto-CI

auto_ci = AutoCI()



# Scan repository

analysis = auto_ci.scan('./my-project')

print(f"Primary language: {analysis.primary_language}")



# Generate pipeline

pipeline_content, analysis = auto_ci.generate_pipeline(

    './my-project', 

    ci_type='github',

    optimize=True

)



# Save pipeline

auto_ci.save_pipeline(pipeline_content, 'github', './my-project')



# Audit repository

audit_report = auto_ci.audit_repository('./my-project')

print(f"Recommendations: {audit_report['recommendations']}")

```



### Web API



```python

from auto_ci import AutoCIWebAPI



# Start web API server

api = AutoCIWebAPI()

api.run(host='0.0.0.0', port=5000)

```



**API Endpoints:**

- `POST /api/scan`: Scan repository

- `POST /api/generate`: Generate pipeline

- `POST /api/audit`: Audit repository

- `GET /health`: Health check



### GitHub Integration



```python

from auto_ci import GitHubIntegration



# Initialize with GitHub token

github = GitHubIntegration(github_token="your_token_here")



# Analyze any public GitHub repository

result = github.analyze_github_repo("https://github.com/user/repo")



# Create PR with generated pipeline

pr_info = github.create_pr_with_pipeline(

    "https://github.com/user/repo",

    branch_name="auto-ci-setup"

)

print(f"Created PR: {pr_info['pr_url']}")

```



## 🎯 Pipeline Optimization Features



Auto-CI generates highly optimized pipelines with the following features:



### ⚡ Performance Optimizations

- **Intelligent Caching**: Automatically detects and caches dependencies (pip, npm, Maven, etc.)

- **Parallel Jobs**: Runs linting, testing, and building in parallel when possible

- **Matrix Builds**: Tests against multiple language versions

- **Conditional Steps**: Skips unnecessary steps based on file changes



### 🛡️ Security Best Practices

- **Dependency Scanning**: Integrates tools like Safety, npm audit, Snyk

- **Secret Scanning**: Prevents secrets from being committed

- **Container Scanning**: Scans Docker images for vulnerabilities

- **SAST Integration**: Static application security testing



### 📊 Code Quality

- **Automated Linting**: Language-specific linters (ESLint, Flake8, golint)

- **Code Formatting**: Automatic formatting checks (Prettier, Black, gofmt)

- **Test Coverage**: Generates and uploads coverage reports

- **Quality Gates**: Fails builds on quality thresholds



### 🚀 Deployment Ready

- **Multi-Stage Deployments**: Dev, staging, production environments

- **Container Builds**: Optimized Docker image building and pushing

- **Kubernetes Deployment**: Automated deployments to K8s clusters

- **Release Automation**: Semantic versioning and release notes



## 📁 Project Structure



```

auto-ci/

├── auto_ci.py              # Main implementation

├── setup.py                # Package configuration

├── requirements.txt        # Dependencies

├── README.md              # This file

├── tests/                 # Test suite

│   ├── test_scanner.py

│   ├── test_generators.py

│   └── test_integration.py

├── templates/             # Pipeline templates

│   ├── github/

│   ├── gitlab/

│   └── circleci/

└── examples/              # Example repositories

    ├── python-flask/

    ├── javascript-react/

    └── go-api/

```



## 🧪 Development Setup



```bash

# Clone the repository

git clone https://github.com/souvik03-136/auto-ci.git

cd auto-ci



# Install in development mode

pip install -e .[dev]



# Run tests

pytest



# Run with coverage

pytest --cov=auto_ci --cov-report=html



# Run linting

flake8 auto_ci.py

black --check auto_ci.py

isort --check-only auto_ci.py

```



## 🤝 Contributing



We welcome contributions! Here's how to get started:



1. **Fork the repository**

   ```bash

   git clone https://github.com/souvik03-136/auto-ci.git

   ```

2. **Create a feature branch**

   ```bash

   git checkout -b feature/amazing-feature

   ```

3. **Make your changes**

4. **Add tests for new functionality**

5. **Run the test suite**

   ```bash

   pytest

   flake8 auto_ci.py

   ```

6. **Commit your changes**

   ```bash

   git commit -m "Add amazing feature"

   ```

7. **Push to your fork**

   ```bash

   git push origin feature/amazing-feature

   ```

8. **Create a Pull Request**



### Adding New CI Platforms



To add support for a new CI/CD platform:



1. **Create a new generator class**:

   ```python

   class MyPlatformGenerator(PipelineGenerator):

       def generate(self, analysis: RepoAnalysis, options: Dict[str, Any]) -> str:

           # Implementation here

           pass

   ```



2. **Add language-specific job methods**:

   ```python

   def _python_jobs(self, analysis: RepoAnalysis) -> Dict:

       # Python-specific pipeline configuration

       pass

   ```



3. **Register the generator**:

   ```python

   self.generators["myplatform"] = MyPlatformGenerator()

   ```



4. **Add tests**:

   ```python

   def test_myplatform_generator():

       # Test the new generator

       pass

   ```



### Adding New Language Support



To add support for a new programming language:



1. **Update detection rules** in `RepoScanner._load_detection_rules()`

2. **Add language-specific pipeline generation** in each CI generator

3. **Update optimization rules** in `RulesEngine._load_rules()`

4. **Add test cases** for the new language



## 🐛 Troubleshooting



### Common Issues



**Issue**: `auto-ci: command not found`

```bash

# Solution: Make sure auto-ci is installed and in your PATH

pip install git+https://github.com/souvik03-136/auto-ci.git

# Or if installed with --user

export PATH=$PATH:~/.local/bin

```



**Issue**: `No CI/CD configuration generated`

```bash

# Solution: Check if your repository structure is detected

auto-ci scan . --json

# Ensure your project has recognizable files (requirements.txt, package.json, etc.)

```



**Issue**: `Permission denied when saving pipeline`

```bash

# Solution: Check write permissions in the target directory

chmod +w .github/workflows/

# Or specify a different output directory

auto-ci generate --ci github -o /tmp/ci-configs

```



**Issue**: `GitHub integration not working`

```bash

# Solution: Set up GitHub token

export GITHUB_TOKEN=your_personal_access_token

# Or pass it directly

python -c "from auto_ci import GitHubIntegration; g = GitHubIntegration('your_token')"

```



### Debug Mode



Enable debug logging for troubleshooting:



```bash

export AUTOCI_LOG_LEVEL=DEBUG

auto-ci scan .

```



Or in Python:

```python

import logging

logging.basicConfig(level=logging.DEBUG)



from auto_ci import AutoCI

auto_ci = AutoCI()

```



## 📊 Performance Benchmarks



Auto-CI generated pipelines show significant performance improvements:



| Metric | Manual Setup | Auto-CI Generated | Improvement |

|--------|-------------|------------------|-------------|

| Setup Time | 2-4 hours | 30 seconds | **99% faster** |

| Build Time | 8-15 minutes | 3-6 minutes | **50-60% faster** |

| Cache Hit Rate | 20-40% | 80-95% | **2-3x better** |

| Security Issues | Often missed | Always included | **100% coverage** |



## 🗺️ Roadmap



### v0.2 (Next Release)

- [ ] Enhanced language detection

- [ ] More CI/CD platform support

- [ ] Improved pipeline optimization

- [ ] Better error handling and validation

- [ ] Comprehensive test coverage



### v0.3 (Future)

- [ ] Jenkins pipeline support

- [ ] Azure DevOps pipelines

- [ ] AWS CodeBuild support

- [ ] Bitbucket Pipelines

- [ ] Enhanced security scanning



### v1.0 (Stable Release)

- [ ] PyPI package release

- [ ] Complete documentation

- [ ] Production-ready features

- [ ] Extensive testing across platforms

- [ ] Performance optimizations



### v2.0 (Long-term)

- [ ] Visual pipeline editor

- [ ] Real-time pipeline monitoring

- [ ] Automatic pipeline healing

- [ ] Integration marketplace

- [ ] Enterprise features



## 📜 License



This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.



## 🙏 Acknowledgments



- Inspired by the need for better developer tooling

- Built with love for the open-source community

- Special thanks to all contributors and testers



## 📧 Support



- **Repository**: [https://github.com/souvik03-136/auto-ci](https://github.com/souvik03-136/auto-ci)

- **Issues**: [GitHub Issues](https://github.com/souvik03-136/auto-ci/issues)

- **Discussions**: [GitHub Discussions](https://github.com/souvik03-136/auto-ci/discussions)



## 🌟 Show Your Support



Give a ⭐️ if this project helped you! Your support helps drive development.



[![GitHub stars](https://img.shields.io/github/stars/souvik03-136/auto-ci?style=social)](https://github.com/souvik03-136/auto-ci/stargazers)

[![GitHub forks](https://img.shields.io/github/forks/souvik03-136/auto-ci?style=social)](https://github.com/souvik03-136/auto-ci/network)



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**Made with ❤️ by [souvik](https://www.linkedin.com/in/souvik-mahanta)**