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On this page
  • Modern Tool Integration (2025)
  • IDE Integration
  • CI/CD Integration
  • Git Hook Integration
  • Container Integration
  • Kubernetes Integration
  • API Integration
  • Message Queue Integration
  • Monitoring Integration
  • Dashboard Integration
  • Integration Best Practices
  • 1. Authentication & Security
  • 2. Performance Optimization
  • 3. Error Handling
  • 4. Maintenance
  • Troubleshooting Guide
  • Common Issues
  • Integration Checklist
  • Initial Setup
  • Validation
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Edit on GitHub
  1. Security & Compliance
  2. DevSecOps
  3. Scanning & Protection - Automated security tooling
  4. Static Code Analysis

Tool Integration Guide

Modern Tool Integration (2025)

IDE Integration

VS Code Setup

{
  "sonarlint.connectedMode.project": {
    "projectKey": "my-project",
    "serverId": "my-sonar-server"
  },
  "eslint.validate": [
    "javascript",
    "javascriptreact",
    "typescript",
    "typescriptreact"
  ],
  "codeQL.cli.executablePath": "/usr/local/bin/codeql",
  "semgrep.languages": [
    "python",
    "javascript",
    "go",
    "java"
  ]
}

JetBrains Setup

<component name="SonarLintProjectSettings">
  <option name="bindingEnabled" value="true" />
  <option name="projectKey" value="my-project" />
  <option name="serverId" value="my-sonar-server" />
</component>

CI/CD Integration

GitHub Actions Integration

name: Static Analysis
on: [push, pull_request]

jobs:
  analyze:
    runs-on: ubuntu-latest
    permissions:
      security-events: write
      
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0
          
      - name: SonarCloud Scan
        uses: SonarSource/sonarcloud-github-action@master
        env:
          SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }}
          
      - name: CodeQL Analysis
        uses: github/codeql-action/analyze@v2
        with:
          languages: [javascript, python, java]
          queries: security-extended
          
      - name: Semgrep Scan
        uses: semgrep/semgrep-action@v1
        with:
          config: p/ci
          
      - name: Upload Results
        uses: github/codeql-action/upload-sarif@v2
        with:
          sarif_file: semgrep.sarif

Azure DevOps Pipeline

trigger:
  - main
  - feature/*

variables:
  sonar.projectKey: 'my-project'
  
stages:
- stage: StaticAnalysis
  jobs:
  - job: CodeAnalysis
    pool:
      vmImage: 'ubuntu-latest'
    steps:
    - task: SonarCloudPrepare@1
      inputs:
        SonarCloud: 'SonarCloud'
        organization: 'my-org'
        scannerMode: 'CLI'
        
    - task: DotNetCoreCLI@2
      inputs:
        command: 'build'
        projects: '**/*.csproj'
        arguments: '--configuration Release'
        
    - task: SonarCloudAnalyze@1
    
    - task: SonarCloudPublish@1
      inputs:
        pollingTimeoutSec: '300'
        
    - task: PublishCodeCoverageResults@1
      inputs:
        codeCoverageTool: 'Cobertura'
        summaryFileLocation: '**/coverage.xml'

Git Hook Integration

Pre-commit Configuration

# .pre-commit-config.yaml
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
  rev: v4.5.0
  hooks:
    - id: trailing-whitespace
    - id: end-of-file-fixer
    - id: check-yaml
    - id: check-added-large-files

- repo: https://github.com/PyCQA/bandit
  rev: '1.7.5'
  hooks:
    - id: bandit
      args: ["-c", "pyproject.toml"]
      additional_dependencies: ["bandit[toml]"]

- repo: https://github.com/astral-sh/ruff-pre-commit
  rev: v0.1.5
  hooks:
    - id: ruff
      args: [--fix]
    - id: ruff-format

- repo: https://github.com/pre-commit/mirrors-mypy
  rev: v1.7.0
  hooks:
    - id: mypy
      additional_dependencies: [types-all]

Container Integration

Docker Integration

# Analysis Stage
FROM sonarqube:latest as analyzer

WORKDIR /usr/src/app
COPY . .

RUN sonar-scanner \
    -Dsonar.projectKey=my-project \
    -Dsonar.sources=. \
    -Dsonar.host.url=http://sonarqube:9000 \
    -Dsonar.login=$SONAR_TOKEN

# Development Stage
FROM node:18-alpine

COPY --from=analyzer /usr/src/app/analysis-results /analysis
RUN npm install -g eslint prettier

Kubernetes Integration

Static Analysis Operator

apiVersion: analysis.security.io/v1beta1
kind: StaticAnalysis
metadata:
  name: code-analysis
spec:
  schedule: "0 0 * * *"
  scanners:
    - name: sonarqube
      image: sonarqube:latest
      env:
        - name: SONAR_TOKEN
          valueFrom:
            secretKeyRef:
              name: sonar-credentials
              key: token
    - name: semgrep
      image: returntocorp/semgrep:latest
      volumeMounts:
        - name: source
          mountPath: /src
  volumes:
    - name: source
      persistentVolumeClaim:
        claimName: source-code

API Integration

REST API Integration

import requests

class StaticAnalysisAPI:
    def __init__(self, base_url, token):
        self.base_url = base_url
        self.headers = {"Authorization": f"Bearer {token}"}
    
    def trigger_analysis(self, project_key):
        endpoint = f"{self.base_url}/api/analysis/start"
        payload = {
            "projectKey": project_key,
            "branch": "main"
        }
        return requests.post(endpoint, json=payload, headers=self.headers)
    
    def get_results(self, analysis_id):
        endpoint = f"{self.base_url}/api/analysis/{analysis_id}/results"
        return requests.get(endpoint, headers=self.headers)

Message Queue Integration

RabbitMQ Configuration

analysis_queue:
  name: static-analysis
  exchange: code-analysis
  routing_key: analysis.start
  consumer:
    prefetch_count: 1
    auto_ack: false
  publisher:
    confirm_delivery: true
    mandatory: true
  retry:
    max_attempts: 3
    initial_interval: 1000

Monitoring Integration

Prometheus Metrics

# prometheus.yml
scrape_configs:
  - job_name: 'static-analysis'
    metrics_path: '/metrics'
    static_configs:
      - targets: ['analyzer:9090']
    relabel_configs:
      - source_labels: [__meta_kubernetes_pod_label_app]
        action: keep
        regex: static-analysis

Dashboard Integration

Grafana Dashboard

{
  "dashboard": {
    "id": null,
    "title": "Static Analysis Overview",
    "panels": [
      {
        "title": "Issues by Severity",
        "type": "gauge",
        "datasource": "Prometheus",
        "targets": [
          {
            "expr": "sum(static_analysis_issues) by (severity)"
          }
        ]
      },
      {
        "title": "Analysis Duration",
        "type": "graph",
        "datasource": "Prometheus",
        "targets": [
          {
            "expr": "rate(static_analysis_duration_seconds[5m])"
          }
        ]
      }
    ]
  }
}

Integration Best Practices

1. Authentication & Security

  • Use service accounts

  • Implement least privilege

  • Rotate credentials

  • Encrypt sensitive data

  • Audit access logs

2. Performance Optimization

  • Implement caching

  • Use incremental analysis

  • Configure timeouts

  • Set resource limits

  • Monitor performance

3. Error Handling

  • Implement retries

  • Log errors properly

  • Set up alerting

  • Define fallbacks

  • Document recovery

4. Maintenance

  • Version control configs

  • Document integrations

  • Monitor health

  • Update regularly

  • Backup configurations

Troubleshooting Guide

Common Issues

  1. Connection Problems

troubleshooting:
  connection:
    steps:
      - verify_network_access
      - check_credentials
      - validate_endpoints
      - test_connectivity
    resolution:
      - check_firewall_rules
      - verify_service_status
      - update_certificates
  1. Performance Issues

performance:
  checks:
    - resource_usage
    - analysis_duration
    - queue_depth
    - cache_hit_rate
  solutions:
    - optimize_configuration
    - increase_resources
    - implement_caching
    - reduce_scope

Integration Checklist

Initial Setup

Validation

Documentation

Remember to regularly review and update integrations as tools and requirements evolve.

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Last updated 2 days ago

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