- Add complete API documentation and architecture guides - Include quick start, installation, and deployment guides - Add troubleshooting and security documentation - Include CLI reference and configuration schema docs - Add production monitoring and operations guides - Implement MkDocs configuration with search functionality - Include comprehensive user and developer documentation Provides complete documentation for users and developers covering all aspects of the FetchML platform.
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| layout | title | permalink | nav_order |
|---|---|---|---|
| page | CI/CD Pipeline | /cicd/ | 5 |
CI/CD Pipeline
Automated testing, building, and releasing for fetch_ml.
Workflows
CI Workflow (.github/workflows/ci.yml)
Runs on every push to main/develop and all pull requests.
Jobs:
- test - Go backend tests with Redis
- build - Build all binaries (Go + Zig CLI)
- test-scripts - Validate deployment scripts
- security-scan - Trivy and Gosec security scans
- docker-build - Build and push Docker images (main branch only)
Test Coverage:
- Go unit tests with race detection
internal/queuepackage tests- Zig CLI tests
- Integration tests
- Security audits
Release Workflow (.github/workflows/release.yml)
Runs on version tags (e.g., v1.0.0).
Jobs:
-
build-cli (matrix build)
- Linux x86_64 (static musl)
- macOS x86_64
- macOS ARM64
- Downloads platform-specific static rsync
- Embeds rsync for zero-dependency releases
-
build-go-backends
- Cross-platform Go builds
- api-server, worker, tui, data_manager, user_manager
-
create-release
- Collects all artifacts
- Generates SHA256 checksums
- Creates GitHub release with notes
Release Process
Creating a Release
# 1. Update version
git tag v1.0.0
# 2. Push tag
git push origin v1.0.0
# 3. CI automatically builds and releases
Release Artifacts
CLI Binaries (with embedded rsync):
ml-linux-x86_64.tar.gz(~450-650KB)ml-macos-x86_64.tar.gz(~450-650KB)ml-macos-arm64.tar.gz(~450-650KB)
Go Backends:
fetch_ml_api-server.tar.gzfetch_ml_worker.tar.gzfetch_ml_tui.tar.gzfetch_ml_data_manager.tar.gzfetch_ml_user_manager.tar.gz
Checksums:
checksums.txt- Combined SHA256 sums- Individual
.sha256files per binary
Development Workflow
Local Testing
# Run all tests
make test
# Run specific package tests
go test ./internal/queue/...
# Build CLI
cd cli && zig build dev
# Run formatters and linters
make lint
# Security scans are handled automatically in CI by the `security-scan` job
Optional heavy end-to-end tests
Some e2e tests exercise full Docker deployments and performance scenarios and are skipped by default to keep local/CI runs fast. You can enable them explicitly with environment variables:
# Run Docker deployment e2e tests
FETCH_ML_E2E_DOCKER=1 go test ./tests/e2e/...
# Run performance-oriented e2e tests
FETCH_ML_E2E_PERF=1 go test ./tests/e2e/...
Without these variables, TestDockerDeploymentE2E and TestPerformanceE2E will
t.Skip, while all lighter e2e tests still run.
Pull Request Checks
All PRs must pass:
- ✅ Go tests (with Redis)
- ✅ CLI tests
- ✅ Security scans
- ✅ Code linting
- ✅ Build verification
Configuration
Environment Variables
GO_VERSION: '1.25.0'
ZIG_VERSION: '0.15.2'
Secrets
Required for releases:
GITHUB_TOKEN- Automatic, provided by GitHub Actions
Monitoring
Build Status
Check workflow runs at:
https://github.com/jfraeys/fetch_ml/actions
Artifacts
Download build artifacts from:
- Successful workflow runs (30-day retention)
- GitHub Releases (permanent)
For implementation details: