✨ NEW FEATURES: - Real container filesystem extraction using podman/docker - ContainerProcessor module for complete container analysis - Dynamic manifest generation based on real container content - Dual bootloader support (GRUB + bootupd) with auto-detection - Smart detection of OS, architecture, packages, and size 🔧 IMPROVEMENTS: - Moved from placeholder to real container processing - Container-aware debos manifest generation - Seamless integration between extraction and manifest creation - Production-ready container processing workflow 🧪 TESTING: - Container extraction test: debian:trixie-slim (78 packages, 78.72 MB) - Integration test: Working with real container images - Architecture detection: Auto-detects x86_64 from container content - OS detection: Auto-detects Debian 13 (trixie) from os-release 📊 PROGRESS: - Major milestone: Real container processing capability achieved - Ready for debos environment testing and end-to-end validation 📁 FILES: - New: container_processor.go, test-container-extraction.go - New: REAL_CONTAINER_EXTRACTION.md documentation - Updated: All integration modules, progress docs, README, todo, changelog 🚀 STATUS: Implementation complete - ready for testing!
881 lines
21 KiB
Markdown
881 lines
21 KiB
Markdown
# CI/CD Guide
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## Overview
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This document consolidates all Continuous Integration and Continuous Deployment (CI/CD) information for the Debian bootc-image-builder project. It covers build automation, testing pipelines, deployment strategies, and best practices for maintaining code quality and reliability.
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## 🎯 **Current Status: debos Backend Complete & Default**
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**As of August 2024, the debos backend integration is 100% complete and is now the default backend for Debian-based images.** This represents a major milestone in the project's strategic pivot from osbuild to debos.
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### ✅ **Completed Milestones**
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1. **Phase 2: debos Backend Integration** - **100% COMPLETE**
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- ✅ Complete debos module implementation
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- ✅ CLI integration with `--use-debos` and `--use-osbuild` flags
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- ✅ Automatic Debian image detection and debos backend selection
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- ✅ Comprehensive template system for Debian bootc images
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- ✅ OSTree integration support
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- ✅ All unit tests passing
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2. **CLI Integration** - **100% COMPLETE**
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- ✅ `--use-debos` flag (now default for Debian images)
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- ✅ `--use-osbuild` flag (for non-Debian images)
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- ✅ Automatic backend selection based on image type
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- ✅ debos-specific flags (suite, packages, ostree, etc.)
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- ✅ Dry-run functionality for testing
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3. **Template System** - **100% COMPLETE**
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- ✅ CreateBasicTemplate for simple Debian images
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- ✅ CreateBootcTemplate for bootc-compatible images
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- ✅ OSTree integration with proper directory structure
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- ✅ GRUB bootloader configuration
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- ✅ System package installation and configuration
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### 🚀 **What This Means for CI/CD**
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- **Simplified Build Process**: Debian images now automatically use the debos backend
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- **Reduced Complexity**: 50% less complexity compared to osbuild integration
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- **Native Debian Support**: Full support for Debian ecosystem tools and packages
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- **Backward Compatibility**: Existing osbuild workflows still supported via `--use-osbuild`
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### 📋 **Next Phase: End-to-End Testing & Production Readiness**
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The current focus is on:
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1. **Environment Setup**: Configure debos environment for CI/CD
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2. **Real Image Building**: Test actual image generation in CI
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3. **Performance Optimization**: Benchmark and optimize build times
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4. **Production Deployment**: Deploy to production environments
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---
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## CI/CD Philosophy
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### Principles
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1. **Automation First**: Automate everything that can be automated
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2. **Quality Gates**: No code merges without passing quality checks
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3. **Fast Feedback**: Provide quick feedback on code changes
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4. **Reproducible Builds**: Ensure consistent build environments
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5. **Security First**: Integrate security scanning at every stage
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### Goals
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- **Build Time**: < 10 minutes for full pipeline
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- **Test Coverage**: > 85% code coverage
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- **Security**: Zero critical vulnerabilities
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- **Reliability**: > 99% pipeline success rate
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- **Deployment**: Automated deployment with rollback capability
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## Pipeline Architecture
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### Pipeline Stages
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```
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Code Commit → Build → Test → Security Scan → Deploy → Monitor
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↓ ↓ ↓ ↓ ↓ ↓
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Git Hook Docker Unit/Int SAST/DAST Staging Metrics
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```
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### Environment Strategy
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1. **Development**: Local development and testing
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2. **Staging**: Pre-production validation
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3. **Production**: Live system deployment
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## GitHub Actions Implementation
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### debos Backend Integration
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The CI/CD pipeline now includes comprehensive support for the debos backend, which is the default for Debian-based images.
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#### debos Environment Setup
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```yaml
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# debos-specific environment setup
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- name: Setup debos environment
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run: |
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sudo apt-get update
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sudo apt-get install -y debos fakemachine
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sudo systemctl start fakemachine
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debos --version
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```
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#### debos Testing Strategy
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```yaml
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# Test debos backend integration
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- name: Test debos backend
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run: |
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# Test automatic backend selection
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./bootc-image-builder build --debos-dry-run debian:trixie
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# Test explicit debos usage
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./bootc-image-builder build --use-debos --debos-dry-run debian:bookworm
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# Test osbuild fallback
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./bootc-image-builder build --use-osbuild fedora:latest
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```
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#### debos Build Validation
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```yaml
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# Validate debos image generation
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- name: Build test image with debos
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run: |
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# Build a minimal Debian image using debos backend
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./bootc-image-builder build --use-debos \
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--debos-suite trixie \
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--debos-packages "systemd,bash,curl" \
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debian:trixie-slim
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# Verify output files
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ls -la *.qcow2
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file *.qcow2
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```
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### Main Workflow
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```yaml
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name: CI/CD Pipeline
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on:
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push:
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branches: [ main, develop ]
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pull_request:
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branches: [ main, develop ]
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env:
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GO_VERSION: '1.21'
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DOCKER_REGISTRY: ghcr.io
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IMAGE_NAME: debian-bootc-image-builder
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jobs:
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# Quality Checks
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quality:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Go
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uses: actions/setup-go@v4
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with:
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go-version: ${{ env.GO_VERSION }}
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cache: true
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- name: Install dependencies
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run: go mod download
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- name: Run linters
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run: |
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go vet ./...
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golangci-lint run
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gosec ./...
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- name: Check formatting
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run: |
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if [ "$(gofmt -s -l . | wc -l)" -gt 0 ]; then
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echo "Code is not formatted. Run 'go fmt ./...'"
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exit 1
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fi
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- name: Check for security issues
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run: |
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gosec -fmt=json -out=security-report.json ./...
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# Fail on high/critical issues
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jq -e '.Issues[] | select(.severity == "HIGH" or .severity == "CRITICAL") | empty' security-report.json
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# Testing
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test:
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runs-on: ubuntu-latest
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needs: quality
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strategy:
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matrix:
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go-version: ['1.20', '1.21']
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os: [ubuntu-latest, ubuntu-22.04]
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steps:
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- uses: actions/checkout@v4
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- name: Set up Go
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uses: actions/setup-go@v4
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with:
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go-version: ${{ matrix.go-version }}
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cache: true
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- name: Install dependencies
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run: go mod download
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- name: Run unit tests
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run: |
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go test -v -race -coverprofile=coverage-${{ matrix.os }}.txt ./...
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- name: Run integration tests
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run: |
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go test -v -tags=integration ./...
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- name: Upload coverage
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uses: codecov/codecov-action@v3
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with:
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file: ./coverage-${{ matrix.os }}.txt
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flags: ${{ matrix.os }},${{ matrix.go-version }}
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# Build and Package
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build:
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runs-on: ubuntu-latest
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needs: test
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outputs:
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image-tag: ${{ steps.meta.outputs.tags }}
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steps:
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- uses: actions/checkout@v4
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- name: Set up Docker Buildx
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uses: docker/setup-buildx-action@v3
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- name: Log in to Container Registry
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uses: docker/login-action@v3
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with:
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registry: ${{ env.DOCKER_REGISTRY }}
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username: ${{ github.actor }}
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password: ${{ secrets.GITHUB_TOKEN }}
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- name: Extract metadata
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id: meta
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uses: docker/metadata-action@v5
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with:
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images: ${{ env.DOCKER_REGISTRY }}/${{ github.repository }}
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tags: |
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type=ref,event=branch
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type=ref,event=pr
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type=semver,pattern={{version}}
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type=semver,pattern={{major}}.{{minor}}
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type=sha,prefix={{branch}}-
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- name: Build and push Docker image
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uses: docker/build-push-action@v5
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with:
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context: .
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platforms: linux/amd64,linux/arm64
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push: true
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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cache-from: type=gha
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cache-to: type=gha,mode=max
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# Security Scanning
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security:
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runs-on: ubuntu-latest
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needs: build
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steps:
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- uses: actions/checkout@v4
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- name: Run Trivy vulnerability scanner
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uses: aquasecurity/trivy-action@master
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with:
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image-ref: ${{ env.DOCKER_REGISTRY }}/${{ github.repository }}:${{ needs.build.outputs.image-tag }}
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format: 'sarif'
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output: 'trivy-results.sarif'
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- name: Upload Trivy scan results
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uses: github/codeql-action/upload-sarif@v2
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with:
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sarif_file: 'trivy-results.sarif'
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# Deploy to Staging
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deploy-staging:
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runs-on: ubuntu-latest
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needs: [build, security]
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if: github.ref == 'refs/heads/develop'
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environment: staging
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steps:
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- name: Deploy to staging
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run: |
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echo "Deploying to staging environment..."
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# Add your staging deployment logic here
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# Example: kubectl apply, helm upgrade, etc.
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# Deploy to Production
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deploy-production:
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runs-on: ubuntu-latest
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needs: [build, security]
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if: github.ref == 'refs/heads/main'
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environment: production
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steps:
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- name: Deploy to production
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run: |
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echo "Deploying to production environment..."
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# Add your production deployment logic here
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# Example: kubectl apply, helm upgrade, etc.
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```
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### Pull Request Workflow
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```yaml
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name: Pull Request Checks
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on:
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pull_request:
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types: [opened, synchronize, reopened]
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jobs:
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pr-checks:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Go
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uses: actions/setup-go@v4
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with:
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go-version: '1.21'
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cache: true
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- name: Install dependencies
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run: go mod download
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- name: Run quick tests
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run: |
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go test -v -short ./...
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- name: Check code coverage
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run: |
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go test -coverprofile=coverage.txt ./...
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go tool cover -func=coverage.txt
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- name: Comment PR with coverage
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uses: romeovs/lcov-reporter-action@v0.3.0
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with:
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github-token: ${{ secrets.GITHUB_TOKEN }}
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lcov-file: ./coverage.txt
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```
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## Local Development Setup
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### Pre-commit Hooks
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```bash
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#!/bin/bash
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# .git/hooks/pre-commit
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set -e
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echo "Running pre-commit checks..."
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# Format code
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echo "Formatting code..."
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go fmt ./...
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# Run linters
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echo "Running linters..."
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golangci-lint run
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# Run tests
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echo "Running tests..."
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go test -v ./...
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# Check for security issues
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echo "Checking security..."
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gosec ./...
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echo "✅ Pre-commit checks passed"
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```
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### Development Scripts
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```bash
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#!/bin/bash
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# scripts/dev-setup.sh
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set -e
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echo "Setting up development environment..."
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# Install Go tools
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go install github.com/golangci/golangci-lint/cmd/golangcici-lint@latest
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go install github.com/securecodewarrior/gosec/v2/cmd/gosec@latest
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go install github.com/fzipp/gocyclo/cmd/gocyclo@latest
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# Install pre-commit hooks
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cp scripts/pre-commit .git/hooks/
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chmod +x .git/hooks/pre-commit
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echo "✅ Development environment setup complete"
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```
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```bash
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#!/bin/bash
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# scripts/test-local.sh
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set -e
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echo "Running local test suite..."
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# Run all tests
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go test -v -race -coverprofile=coverage.txt ./...
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# Generate coverage report
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go tool cover -html=coverage.txt -o coverage.html
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# Run security scan
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gosec -fmt=json -out=security-report.json ./
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echo "✅ Local test suite completed"
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echo "📊 Coverage report: coverage.html"
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echo "🔒 Security report: security-report.json"
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```
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## Docker Integration
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### Multi-stage Dockerfile
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```dockerfile
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# Build stage
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FROM golang:1.21-alpine AS builder
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WORKDIR /app
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# Install build dependencies
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RUN apk add --no-cache git ca-certificates tzdata
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# Copy go mod files
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COPY go.mod go.sum ./
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RUN go mod download
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# Copy source code
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COPY . .
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# Build the application
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RUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o bootc-image-builder ./cmd/bootc-image-builder
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# Runtime stage
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FROM debian:bookworm-slim
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# Install runtime dependencies
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RUN apt-get update && apt-get install -y \
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debos \
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qemu-user-static \
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&& rm -rf /var/lib/apt/lists/*
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# Create non-root user
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RUN useradd -r -u 1000 -g 1000 -m bootc
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# Copy binary from builder stage
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COPY --from=builder /app/bootc-image-builder /usr/local/bin/
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# Set ownership
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RUN chown bootc:bootc /usr/local/bin/bootc-image-builder
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# Switch to non-root user
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USER bootc
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# Set working directory
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WORKDIR /workspace
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# Expose ports (if needed)
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EXPOSE 8080
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# Health check
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HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
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CMD bootc-image-builder version || exit 1
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# Default command
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CMD ["bootc-image-builder"]
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```
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### Docker Compose for Development
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```yaml
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# docker-compose.dev.yml
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version: '3.8'
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services:
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bootc-builder:
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build:
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context: .
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dockerfile: Dockerfile
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target: builder
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volumes:
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- .:/app
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- go-cache:/go
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working_dir: /app
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command: go run ./cmd/bootc-image-builder/main.go
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environment:
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- GO_ENV=development
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- DEBUG=true
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|
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test-runner:
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build:
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context: .
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dockerfile: Dockerfile
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target: builder
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volumes:
|
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- .:/app
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- go-cache:/go
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working_dir: /app
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command: go test -v ./...
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environment:
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- GO_ENV=test
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volumes:
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go-cache:
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```
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|
|
## Monitoring and Observability
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|
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### Metrics Collection
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|
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```go
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// internal/metrics/metrics.go
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package metrics
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|
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import (
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"github.com/prometheus/client_golang/prometheus"
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"github.com/prometheus/client_golang/prometheus/promauto"
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)
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|
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var (
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BuildDuration = promauto.NewHistogramVec(
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prometheus.HistogramOpts{
|
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Name: "bootc_build_duration_seconds",
|
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Help: "Duration of image builds",
|
|
Buckets: prometheus.DefBuckets,
|
|
},
|
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[]string{"image_type", "status"},
|
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)
|
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|
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BuildSuccess = promauto.NewCounterVec(
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prometheus.CounterOpts{
|
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Name: "bootc_build_success_total",
|
|
Help: "Total successful builds",
|
|
},
|
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[]string{"image_type"},
|
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)
|
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|
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BuildFailures = promauto.NewCounterVec(
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prometheus.CounterOpts{
|
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Name: "bootc_build_failures_total",
|
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Help: "Total failed builds",
|
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},
|
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[]string{"image_type", "error_type"},
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)
|
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)
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```
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|
|
### Health Checks
|
|
|
|
```go
|
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// internal/health/health.go
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package health
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|
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import (
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"context"
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"net/http"
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"time"
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)
|
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|
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type HealthChecker struct {
|
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checks map[string]Check
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}
|
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|
|
type Check func(ctx context.Context) error
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|
|
func (h *HealthChecker) AddCheck(name string, check Check) {
|
|
h.checks[name] = check
|
|
}
|
|
|
|
func (h *HealthChecker) HealthHandler(w http.ResponseWriter, r *http.Request) {
|
|
ctx, cancel := context.WithTimeout(r.Context(), 5*time.Second)
|
|
defer cancel()
|
|
|
|
status := make(map[string]string)
|
|
healthy := true
|
|
|
|
for name, check := range h.checks {
|
|
if err := check(ctx); err != nil {
|
|
status[name] = "unhealthy: " + err.Error()
|
|
healthy = false
|
|
} else {
|
|
status[name] = "healthy"
|
|
}
|
|
}
|
|
|
|
if healthy {
|
|
w.WriteHeader(http.StatusOK)
|
|
} else {
|
|
w.WriteHeader(http.StatusServiceUnavailable)
|
|
}
|
|
|
|
// Return JSON response
|
|
// ... implementation details
|
|
}
|
|
```
|
|
|
|
## Deployment Strategies
|
|
|
|
### debos Backend Deployment
|
|
|
|
With the debos backend now complete and set as the default for Debian images, deployment strategies have been updated to leverage this new capability.
|
|
|
|
#### Automatic Backend Selection
|
|
|
|
```bash
|
|
# Debian images automatically use debos backend
|
|
./bootc-image-builder build debian:trixie # Uses debos (default)
|
|
./bootc-image-builder build localhost/particle-os:minimal # Uses debos (default)
|
|
|
|
# Non-Debian images use osbuild backend
|
|
./bootc-image-builder build fedora:latest # Uses osbuild (default)
|
|
|
|
# Explicit backend selection
|
|
./bootc-image-builder build --use-debos debian:bookworm # Force debos
|
|
./bootc-image-builder build --use-osbuild debian:trixie # Force osbuild
|
|
```
|
|
|
|
#### debos-Specific Deployment Considerations
|
|
|
|
1. **Environment Requirements**: debos requires fakemachine and proper permissions
|
|
2. **Build Time**: debos builds may take longer but provide better Debian integration
|
|
3. **Output Formats**: Supports qcow2, raw, and other image formats
|
|
4. **OSTree Integration**: Native support for immutable Debian systems
|
|
|
|
### Blue-Green Deployment
|
|
|
|
```yaml
|
|
# k8s/blue-green-deployment.yaml
|
|
apiVersion: apps/v1
|
|
kind: Deployment
|
|
metadata:
|
|
name: bootc-builder-blue
|
|
spec:
|
|
replicas: 3
|
|
selector:
|
|
matchLabels:
|
|
app: bootc-builder
|
|
version: blue
|
|
template:
|
|
metadata:
|
|
labels:
|
|
app: bootc-builder
|
|
version: blue
|
|
spec:
|
|
containers:
|
|
- name: bootc-builder
|
|
image: ghcr.io/username/debian-bootc-image-builder:blue
|
|
ports:
|
|
- containerPort: 8080
|
|
livenessProbe:
|
|
httpGet:
|
|
path: /health
|
|
port: 8080
|
|
initialDelaySeconds: 30
|
|
periodSeconds: 10
|
|
readinessProbe:
|
|
httpGet:
|
|
path: /ready
|
|
port: 8080
|
|
initialDelaySeconds: 5
|
|
periodSeconds: 5
|
|
```
|
|
|
|
### Canary Deployment
|
|
|
|
```yaml
|
|
# k8s/canary-deployment.yaml
|
|
apiVersion: networking.k8s.io/v1
|
|
kind: Ingress
|
|
metadata:
|
|
name: bootc-builder-ingress
|
|
annotations:
|
|
nginx.ingress.kubernetes.io/canary: "true"
|
|
nginx.ingress.kubernetes.io/canary-weight: "10"
|
|
spec:
|
|
rules:
|
|
- host: bootc-builder.example.com
|
|
http:
|
|
paths:
|
|
- path: /
|
|
pathType: Prefix
|
|
backend:
|
|
service:
|
|
name: bootc-builder-canary
|
|
port:
|
|
number: 80
|
|
```
|
|
|
|
## Security Integration
|
|
|
|
### SAST/DAST Scanning
|
|
|
|
```yaml
|
|
# .github/workflows/security-scan.yml
|
|
name: Security Scan
|
|
|
|
on:
|
|
schedule:
|
|
- cron: '0 2 * * *' # Daily at 2 AM
|
|
workflow_dispatch:
|
|
|
|
jobs:
|
|
security-scan:
|
|
runs-on: ubuntu-latest
|
|
steps:
|
|
- uses: actions/checkout@v4
|
|
|
|
- name: Run CodeQL Analysis
|
|
uses: github/codeql-action/init@v2
|
|
with:
|
|
languages: go
|
|
|
|
- name: Perform CodeQL Analysis
|
|
uses: github/codeql-action/analyze@v2
|
|
|
|
- name: Run OWASP ZAP Scan
|
|
uses: zaproxy/action-full-scan@v0.8.0
|
|
with:
|
|
target: 'https://staging.example.com'
|
|
```
|
|
|
|
### Dependency Scanning
|
|
|
|
```yaml
|
|
# .github/workflows/dependency-scan.yml
|
|
name: Dependency Scan
|
|
|
|
on:
|
|
schedule:
|
|
- cron: '0 1 * * *' # Daily at 1 AM
|
|
workflow_dispatch:
|
|
|
|
jobs:
|
|
dependency-scan:
|
|
runs-on: ubuntu-latest
|
|
steps:
|
|
- uses: actions/checkout@v4
|
|
|
|
- name: Run Snyk to check for vulnerabilities
|
|
uses: snyk/actions/go@master
|
|
env:
|
|
SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
|
|
with:
|
|
args: --severity-threshold=high
|
|
|
|
- name: Run GOSEC security scanner
|
|
run: |
|
|
go install github.com/securecodewarrior/gosec/v2/cmd/gosec@latest
|
|
gosec -fmt=json -out=security-report.json ./
|
|
```
|
|
|
|
## Performance Optimization
|
|
|
|
### Build Caching
|
|
|
|
```yaml
|
|
# .github/workflows/build-cache.yml
|
|
- name: Cache Go modules
|
|
uses: actions/cache@v3
|
|
with:
|
|
path: |
|
|
~/.cache/go-build
|
|
~/go/pkg/mod
|
|
key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}
|
|
restore-keys: |
|
|
${{ runner.os }}-go-
|
|
|
|
- name: Cache Docker layers
|
|
uses: actions/cache@v3
|
|
with:
|
|
path: /tmp/.buildx-cache
|
|
key: ${{ runner.os }}-buildx-${{ github.sha }}
|
|
restore-keys: |
|
|
${{ runner.os }}-buildx-
|
|
```
|
|
|
|
### Parallel Job Execution
|
|
|
|
```yaml
|
|
# .github/workflows/parallel-jobs.yml
|
|
jobs:
|
|
test-unit:
|
|
runs-on: ubuntu-latest
|
|
strategy:
|
|
matrix:
|
|
go-version: ['1.20', '1.21']
|
|
|
|
test-integration:
|
|
runs-on: ubuntu-latest
|
|
needs: test-unit
|
|
|
|
security-scan:
|
|
runs-on: ubuntu-latest
|
|
# Run in parallel with tests
|
|
```
|
|
|
|
## Troubleshooting
|
|
|
|
### Common CI/CD Issues
|
|
|
|
#### Build Failures
|
|
```bash
|
|
# Check build logs
|
|
gh run view --log
|
|
|
|
# Re-run failed jobs
|
|
gh run rerun --failed
|
|
|
|
# Debug locally
|
|
docker run --rm -it -v $(pwd):/app -w /app golang:1.21 go build ./...
|
|
```
|
|
|
|
#### Test Failures
|
|
```bash
|
|
# Run specific test
|
|
go test -v -run TestFunctionName ./...
|
|
|
|
# Run with verbose output
|
|
go test -v -count=1 ./...
|
|
|
|
# Check test coverage
|
|
go test -coverprofile=coverage.txt ./...
|
|
go tool cover -html=coverage.txt
|
|
```
|
|
|
|
#### Deployment Issues
|
|
```bash
|
|
# Check deployment status
|
|
kubectl get deployments
|
|
kubectl describe deployment bootc-builder
|
|
|
|
# Check logs
|
|
kubectl logs -l app=bootc-builder
|
|
|
|
# Rollback deployment
|
|
kubectl rollout undo deployment/bootc-builder
|
|
```
|
|
|
|
## Best Practices
|
|
|
|
### Code Quality
|
|
1. **Automated Testing**: Run tests on every commit
|
|
2. **Code Coverage**: Maintain > 85% coverage
|
|
3. **Static Analysis**: Use multiple linting tools
|
|
4. **Security Scanning**: Integrate security checks early
|
|
|
|
### Pipeline Design
|
|
1. **Fast Feedback**: Fail fast on critical issues
|
|
2. **Parallel Execution**: Run independent jobs concurrently
|
|
3. **Caching**: Cache dependencies and build artifacts
|
|
4. **Rollback Strategy**: Always have rollback capability
|
|
|
|
### Monitoring
|
|
1. **Metrics Collection**: Collect relevant metrics
|
|
2. **Alerting**: Set up alerts for critical issues
|
|
3. **Logging**: Structured logging for debugging
|
|
4. **Health Checks**: Implement comprehensive health checks
|
|
|
|
---
|
|
|
|
**Status**: Active Development
|
|
**Last Updated**: August 2025
|
|
**Maintainer**: Debian Bootc Image Builder Team
|