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build-ci-cd-pipeline【设计与创意】Design and implement multi-stage CI/CD pipelines using GitHub Actions with matrix builds, dependency caching, artifact management, and secret handling. Create workflows that span linting, testing, building, and deployment stages with parallel execution and conditional logic. Use when setting up automated testing and deployment for a new project, migr…
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Design + impl production-grade CI/CD pipelines w/ GitHub Actions.
.github/workflows/)Create .github/workflows/ci.yml w/ triggers + basic jobs.
name: CI Pipeline
on:
push:
branches: [main, develop]
pull_request:
branches: [main, develop]
workflow_dispatch: # Manual trigger
env:
NODE_VERSION: '18'
REGISTRY: ghcr.io
IMAGE_NAME: ${{ github.repository }}
jobs:
lint:
name: Lint Code
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: ${{ env.NODE_VERSION }}
cache: 'npm'
- name: Install dependencies
run: npm ci
- name: Run ESLint
run: npm run lint
- name: Check formatting
run: npm run format:check
→ Workflow file w/ proper YAML syntax, triggers configured, basic lint job defined.
If err: Validate YAML w/ yamllint .github/workflows/ci.yml. Check indentation (spaces, not tabs). Verify action vers current via GitHub Marketplace.
Matrix builds → test across platforms, lang vers, configs.
test:
name: Test (${{ matrix.os }}, Node ${{ matrix.node }})
runs-on: ${{ matrix.os }}
needs: lint
strategy:
fail-fast: false # Continue testing other matrix combinations on failure
matrix:
os: [ubuntu-latest, windows-latest, macos-latest]
node: ['16', '18', '20']
exclude:
- os: macos-latest
node: '16' # Skip old Node on macOS
steps:
- uses: actions/checkout@v4
- name: Setup Node.js ${{ matrix.node }}
uses: actions/setup-node@v4
with:
node-version: ${{ matrix.node }}
cache: 'npm'
- name: Install dependencies
run: npm ci
- name: Run tests with coverage
run: npm run test:coverage
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v3
if: matrix.os == 'ubuntu-latest' && matrix.node == '18'
with:
token: ${{ secrets.CODECOV_TOKEN }}
files: ./coverage/lcov.info
fail_ci_if_error: true
→ Matrix generates 8 parallel jobs (3 OS × 3 Node vers - 1 exclusion). All tests pass across platforms. Coverage report uploads from single canonical job.
If err: Matrix syntax errs → verify indentation + array notation. Flaky tests → add retry via uses: nick-invision/retry@v2. Platform-specific fails → OS conditionals or expand exclusions.
Speed via intelligent caching + preserve build artifacts.
build:
name: Build Application
runs-on: ubuntu-latest
needs: test
steps:
- uses: actions/checkout@v4
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version: ${{ env.NODE_VERSION }}
cache: 'npm'
- name: Cache build output
uses: actions/cache@v3
with:
path: |
.next/cache
dist/
build/
key: ${{ runner.os }}-build-${{ hashFiles('**/package-lock.json') }}-${{ hashFiles('**/*.ts', '**/*.tsx') }}
restore-keys: |
${{ runner.os }}-build-${{ hashFiles('**/package-lock.json') }}-
${{ runner.os }}-build-
- name: Install dependencies
run: npm ci
- name: Build application
run: npm run build
env:
NODE_ENV: production
- name: Upload build artifacts
uses: actions/upload-artifact@v3
with:
name: dist-${{ github.sha }}
path: |
dist/
build/
retention-days: 7
if-no-files-found: error
→ First run downloads deps (slow), subsequent runs restore from cache (fast). Artifacts upload w/ unique SHA-based naming.
If err: Cache misses often → verify key includes all relevant file hashes. Upload fails → check path exists + glob patterns match actual build out. Verify retention-days meets org policies.
Vulnerability scanning + code quality enforcement.
security:
name: Security Scan
runs-on: ubuntu-latest
needs: lint
permissions:
security-events: write # Required for uploading SARIF results
steps:
- uses: actions/checkout@v4
- name: Run Trivy vulnerability scanner
uses: aquasecurity/trivy-action@master
with:
scan-type: 'fs'
scan-ref: '.'
format: 'sarif'
output: 'trivy-results.sarif'
severity: 'CRITICAL,HIGH'
- name: Upload Trivy results to GitHub Security
uses: github/codeql-action/upload-sarif@v2
if: always() # Upload even if scan finds vulnerabilities
with:
sarif_file: 'trivy-results.sarif'
- name: Dependency audit
run: npm audit --audit-level=high
continue-on-error: true # Don't fail build, but show warnings
- name: Check for leaked secrets
uses: trufflesecurity/trufflehog@main
with:
path: ./
base: ${{ github.event.repository.default_branch }}
head: HEAD
→ Security scans complete, results upload to GitHub Security tab. Critical vulnerabilities block merge if branch protection configured. No secrets detected.
If err: False positives → .trivyignore w/ CVE IDs + justifications. Audit fails → review npm audit fix. Secret detection false positives → patterns to .trufflehog.yml exclude list.
Deploy stages w/ env protection rules + approval gates.
deploy-staging:
name: Deploy to Staging
runs-on: ubuntu-latest
needs: [build, security]
if: github.ref == 'refs/heads/develop'
environment:
name: staging
url: https://staging.example.com
steps:
- name: Download build artifacts
uses: actions/download-artifact@v3
with:
name: dist-${{ github.sha }}
path: ./dist
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
role-to-assume: ${{ secrets.AWS_ROLE_STAGING }}
aws-region: us-east-1
- name: Deploy to S3
run: |
aws s3 sync ./dist s3://${{ secrets.S3_BUCKET_STAGING }} --delete
aws cloudfront create-invalidation --distribution-id ${{ secrets.CF_DIST_STAGING }} --paths "/*"
deploy-production:
name: Deploy to Production
runs-on: ubuntu-latest
needs: [build, security]
if: github.ref == 'refs/heads/main'
environment:
name: production
url: https://example.com
steps:
- name: Download build artifacts
uses: actions/download-artifact@v3
with:
name: dist-${{ github.sha }}
path: ./dist
- name: Configure AWS credentials
uses: aws-actions/configure-aws-credentials@v4
with:
role-to-assume: ${{ secrets.AWS_ROLE_PRODUCTION }}
aws-region: us-east-1
- name: Deploy to S3 with blue-green
run: |
# Deploy to new version
aws s3 sync ./dist s3://${{ secrets.S3_BUCKET_PRODUCTION }}/releases/${{ github.sha }} --delete
# Update symlink to new version
aws s3 cp s3://${{ secrets.S3_BUCKET_PRODUCTION }}/releases/${{ github.sha }} s3://${{ secrets.S3_BUCKET_PRODUCTION }}/current --recursive
# Invalidate CloudFront
aws cloudfront create-invalidation --distribution-id ${{ secrets.CF_DIST_PRODUCTION }} --paths "/*"
- name: Create GitHub Release
uses: softprops/action-gh-release@v1
if: startsWith(github.ref, 'refs/tags/')
with:
files: ./dist/**/*
generate_release_notes: true
→ Staging deploys auto on develop. Prod requires manual approval (GitHub Env settings). CloudFront invalidation clears CDN cache. Release for tagged commits.
If err: AWS credential errs → verify OIDC trust relationship allows role-to-assume. S3 sync fails → check bucket policies + IAM perms. Env approval issues → verify protection rules in Settings > Environments.
Integrate Slack, deploy tracking, perf monitoring.
notify:
name: Notify Results
runs-on: ubuntu-latest
needs: [deploy-staging, deploy-production]
if: always() # Run even if previous jobs fail
steps:
- name: Check job status
id: status
run: |
if [ "${{ needs.deploy-production.result }}" == "success" ]; then
echo "status=success" >> $GITHUB_OUTPUT
echo "color=#00FF00" >> $GITHUB_OUTPUT
else
echo "status=failure" >> $GITHUB_OUTPUT
echo "color=#FF0000" >> $GITHUB_OUTPUT
fi
- name: Send Slack notification
uses: slackapi/slack-github-action@v1.24.0
with:
payload: |
{
"text": "Deployment ${{ steps.status.outputs.status }}",
"blocks": [
{
"type": "header",
"text": {
"type": "plain_text",
"text": "🚀 Deployment Status: ${{ steps.status.outputs.status }}"
}
},
{
"type": "section",
"fields": [
{"type": "mrkdwn", "text": "*Repository:*\n${{ github.repository }}"},
{"type": "mrkdwn", "text": "*Branch:*\n${{ github.ref_name }}"},
{"type": "mrkdwn", "text": "*Commit:*\n${{ github.sha }}"},
{"type": "mrkdwn", "text": "*Actor:*\n${{ github.actor }}"}
]
},
{
"type": "actions",
"elements": [
{
"type": "button",
"text": {"type": "plain_text", "text": "View Workflow"},
"url": "${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"
}
]
}
]
}
env:
SLACK_WEBHOOK_URL: ${{ secrets.SLACK_WEBHOOK_URL }}
SLACK_WEBHOOK_TYPE: INCOMING_WEBHOOK
- name: Record deployment in Datadog
if: steps.status.outputs.status == 'success'
run: |
curl -X POST "https://api.datadoghq.com/api/v1/events" \
-H "Content-Type: application/json" \
-H "DD-API-KEY: ${{ secrets.DD_API_KEY }}" \
-d @- <<EOF
{
"title": "Deployment: ${{ github.repository }}",
"text": "Deployed commit ${{ github.sha }} to production",
"tags": ["env:production", "service:${{ github.event.repository.name }}"],
"alert_type": "info"
}
EOF
→ Slack receives formatted notification w/ status, repo details, clickable workflow link. Datadog event logged for successful prod deploys w/ appropriate tags.
If err: Slack fails → verify webhook URL valid + workspace allows incoming. Test: curl -X POST $SLACK_WEBHOOK_URL -d '{"text":"test"}'. Datadog fails → verify API key has event submission perms.
yamllint or GitHub editorneeds:) controlling exec order${{ runner.os }}-build- → false hits when deps change. Include hashFiles('**/package-lock.json') in keydist → overwrites in concurrent builds. Include ${{ github.sha }} or ${{ matrix.os }}-${{ matrix.node }}echo $SECRET. GitHub masks registered secrets, but derived values may leak. Use ::add-mask:: for dynamic secretsGITHUB_TOKEN limited. Add explicit permissions: block for security events, packages, issuesif: github.ref == 'refs/heads/main'. Prevent accidental prod deploys from PRstimeout-minutes: 15 to allsetup-github-actions-ci — initial GitHub Actions config for R pkgs + basic projectscommit-changes — proper Git workflow integration w/ CI/CD triggersconfigure-git-repository — repo settings + branch protection rulessetup-container-registry — Docker image builds in CI/CDimplement-gitops-workflow — ArgoCD/Flux integration w/ CI/CD