Feature/GitHub pipeline #3

Workflow file for this run

.github/workflows/ai-code-suggestions.yml at 30fef9d

	name: AI Code Suggestions

	on:
	pull_request:
	types: [opened, synchronize]
	branches: [ main, develop ]
	workflow_dispatch:

	permissions:
	contents: read
	pull-requests: write
	issues: write
	checks: write

	jobs:
	ai-suggestions:
	runs-on: ubuntu-latest
	if: github.event.pull_request.draft == false

	steps:
	- name: Checkout code
	uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Set up Python
	uses: actions/setup-python@v4
	with:
	python-version: '3.11'

	- name: Install analysis tools
	run: \|
	python -m pip install --upgrade pip
	pip install -r requirements.txt
	pip install pylint mypy autopep8 vulture

	- name: Get changed Python files
	id: changed-python-files
	uses: tj-actions/changed-files@v40
	with:
	files: \|
	*/.py
	files_ignore: \|
	/migrations/
	/tests/
	/__pycache__/

	- name: Run Code Analysis
	if: steps.changed-python-files.outputs.any_changed == 'true'
	run: \|
	echo "## 🔍 Code Analysis & Suggestions" > suggestions.md
	echo "" >> suggestions.md

	# Create array of changed files
	IFS=' ' read -ra CHANGED_FILES <<< "${{ steps.changed-python-files.outputs.all_changed_files }}"

	for file in "${CHANGED_FILES[@]}"; do
	if [[ -f "$file" ]]; then
	echo "### 📄 Analysis for \`$file\`" >> suggestions.md
	echo "" >> suggestions.md

	# Run pylint for code quality
	echo "#### 📊 Code Quality (Pylint)" >> suggestions.md
	pylint "$file" --output-format=text --score=yes --reports=no 2>/dev/null \| head -20 >> suggestions.md \|\| echo "No pylint issues found." >> suggestions.md
	echo "" >> suggestions.md

	# Run mypy for type checking
	echo "#### 🔍 Type Checking (MyPy)" >> suggestions.md
	mypy "$file" --no-error-summary 2>/dev/null \| head -10 >> suggestions.md \|\| echo "No type issues found." >> suggestions.md
	echo "" >> suggestions.md

	# Check for dead code
	echo "#### 🧹 Dead Code Detection" >> suggestions.md
	vulture "$file" 2>/dev/null \| head -10 >> suggestions.md \|\| echo "No dead code detected." >> suggestions.md
	echo "" >> suggestions.md

	echo "---" >> suggestions.md
	echo "" >> suggestions.md
	fi
	done

	# Add general suggestions
	echo "## 💡 General Suggestions" >> suggestions.md
	echo "" >> suggestions.md
	echo "### 🎯 Django Best Practices" >> suggestions.md
	echo "- Use Django's built-in validators instead of custom validation where possible" >> suggestions.md
	echo "- Implement proper error handling with try-catch blocks" >> suggestions.md
	echo "- Use Django's timezone utilities for datetime operations" >> suggestions.md
	echo "- Consider using select_related() and prefetch_related() for database optimization" >> suggestions.md
	echo "- Add docstrings to all public methods and classes" >> suggestions.md
	echo "" >> suggestions.md

	echo "### 🔐 Security Recommendations" >> suggestions.md
	echo "- Validate and sanitize all user inputs" >> suggestions.md
	echo "- Use Django's built-in CSRF protection" >> suggestions.md
	echo "- Implement proper authentication and authorization checks" >> suggestions.md
	echo "- Use Django's ORM to prevent SQL injection attacks" >> suggestions.md
	echo "" >> suggestions.md

	echo "### 🚀 Performance Tips" >> suggestions.md
	echo "- Use database indexes for frequently queried fields" >> suggestions.md
	echo "- Implement caching for expensive operations" >> suggestions.md
	echo "- Consider using async views for I/O-bound operations" >> suggestions.md
	echo "- Use pagination for large datasets" >> suggestions.md

	- name: Check Test Coverage
	if: steps.changed-python-files.outputs.any_changed == 'true'
	run: \|
	echo "" >> suggestions.md
	echo "## 🧪 Test Coverage Analysis" >> suggestions.md
	echo "" >> suggestions.md

	# Run pytest with coverage for changed files
	coverage run -m pytest --tb=short \|\| true
	coverage report --include="${{ steps.changed-python-files.outputs.all_changed_files }}" >> suggestions.md \|\| echo "Coverage data not available" >> suggestions.md

	- name: Django-specific Analysis
	if: steps.changed-python-files.outputs.any_changed == 'true'
	run: \|
	echo "" >> suggestions.md
	echo "## 🐍 Django-Specific Analysis" >> suggestions.md
	echo "" >> suggestions.md

	# Check for Django migrations
	if python manage.py makemigrations --dry-run --verbosity=0 2>/dev/null; then
	echo "✅ Migrations: No pending migrations" >> suggestions.md
	else
	echo "⚠️ Migrations: Pending migrations detected. Run \`python manage.py makemigrations\`" >> suggestions.md
	fi
	echo "" >> suggestions.md

	# Check Django system
	echo "### 🔧 Django System Check" >> suggestions.md
	python manage.py check --verbosity=0 >> suggestions.md 2>&1 \|\| echo "System check completed with issues" >> suggestions.md

	- name: Post AI Suggestions
	if: steps.changed-python-files.outputs.any_changed == 'true'
	uses: actions/github-script@v7
	with:
	script: \|
	const fs = require('fs');

	let suggestions = '';
	if (fs.existsSync('suggestions.md')) {
	suggestions = fs.readFileSync('suggestions.md', 'utf8');

	// Truncate if too long for GitHub comment
	if (suggestions.length > 65000) {
	suggestions = suggestions.substring(0, 65000) + '\n\n... (truncated for length)';
	}
	}

	const comment = `
	## 🤖 AI-Powered Code Suggestions

	${suggestions \|\| 'No specific suggestions for the changed files.'}

	### 📚 Additional Resources

	- [Django Best Practices](https://docs.djangoproject.com/en/stable/misc/design-philosophies/)
	- [Django Security](https://docs.djangoproject.com/en/stable/topics/security/)
	- [Python PEP 8 Style Guide](https://pep8.org/)
	- [Django REST Framework Best Practices](https://www.django-rest-framework.org/community/3.0-announcement/)

	### 🤝 Next Steps

	1. Review the suggestions above
	2. Apply relevant improvements
	3. Add/update tests if needed
	4. Update documentation
	5. Request human review

	---
	AI-generated suggestions - Use your judgment to apply relevant recommendations.
	`;

	github.rest.issues.createComment({
	issue_number: context.issue.number,
	owner: context.repo.owner,
	repo: context.repo.repo,
	body: comment
	});

	performance-analysis:
	runs-on: ubuntu-latest
	if: github.event.pull_request.draft == false

	steps:
	- name: Checkout code
	uses: actions/checkout@v4

	- name: Set up Python
	uses: actions/setup-python@v4
	with:
	python-version: '3.11'

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip
	pip install -r requirements.txt
	pip install django-debug-toolbar memory-profiler

	- name: Run Performance Tests
	run: \|
	echo "## ⚡ Performance Analysis" > performance.md
	echo "" >> performance.md

	# Test Django startup time
	echo "### 🚀 Django Startup Time" >> performance.md
	echo "\`\`\`" >> performance.md
	time python manage.py check 2>&1 \| head -10 >> performance.md
	echo "\`\`\`" >> performance.md
	echo "" >> performance.md

	# Check for N+1 queries potential
	echo "### 🗃️ Database Query Analysis" >> performance.md
	echo "Look for potential N+1 query issues in your models and views:" >> performance.md
	echo "- Use \`select_related()\` for foreign key relationships" >> performance.md
	echo "- Use \`prefetch_related()\` for many-to-many relationships" >> performance.md
	echo "- Consider database indexing for frequently queried fields" >> performance.md
	echo "" >> performance.md

	echo "### 💾 Memory Usage Recommendations" >> performance.md
	echo "- Use generator expressions for large datasets" >> performance.md
	echo "- Implement pagination for API endpoints" >> performance.md
	echo "- Consider using \`only()\` and \`defer()\` for selective field loading" >> performance.md
	echo "- Use caching for expensive computations" >> performance.md

	- name: Post Performance Analysis
	uses: actions/github-script@v7
	with:
	script: \|
	const fs = require('fs');

	let performanceAnalysis = '';
	if (fs.existsSync('performance.md')) {
	performanceAnalysis = fs.readFileSync('performance.md', 'utf8');
	}

	const comment = `
	${performanceAnalysis}

	### 🎯 Performance Optimization Tips

	1. Database Optimization
	- Add indexes to frequently queried fields
	- Use select_related() and prefetch_related()
	- Consider database connection pooling

	2. Caching Strategy
	- Implement Redis caching for expensive operations
	- Use Django's cache framework
	- Consider CDN for static assets

	3. Code Optimization
	- Use generator expressions for large datasets
	- Implement proper pagination
	- Optimize serializers and views

	---
	Performance suggestions based on Django best practices.
	`;

	github.rest.issues.createComment({
	issue_number: context.issue.number,
	owner: context.repo.owner,
	repo: context.repo.repo,
	body: comment
	});

Navigation Menu

Feature/GitHub pipeline #3

Workflow file

Feature/GitHub pipeline #3

Uh oh!

Workflow file for this run