guides_code_quality

---

category: "🛠️ Developer/Technical" version: "v1.3.0" status: "✅" date: "22.12.2025"

🛠️ Code Quality Pipeline

Comprehensive code quality and testing infrastructure.

📋 Inhaltsverzeichnis

• 📋 Übersicht
• ✨ Features
• 🚀 Quick Start
• 📖 Quality Checks
• 💡 Best Practices
• 🔧 Troubleshooting
• 📚 Siehe auch
• 📝 Changelog

---

📋 Übersicht

ThemisDB uses a comprehensive code quality pipeline to ensure high standards across the codebase.

Stand: 22. Dezember 2025
Version: 1.3.0
Kategorie: 🛠️ Developer/Technical

---

✨ Features

• 🔍 Static Analysis - clang-tidy for C++17 best practices
• 🧹 Linting - cppcheck for additional validation
• 📊 Coverage - gcov/lcov code coverage measurement
• 🔐 Secret Scanning - Gitleaks prevents credential leaks

---

🚀 Quick Start

Local Testing

Linux/macOS:

# Run all checks
./scripts/check-quality.sh

# Skip specific checks
./scripts/check-quality.sh --skip-tidy --skip-tests

# Auto-fix issues
./scripts/check-quality.sh --fix

Windows:

# Run all checks
.\scripts\check-quality.ps1

# Skip specific checks
.\scripts\check-quality.ps1 -SkipTidy -SkipTests

# Auto-fix issues
.\scripts\check-quality.ps1 -Fix

Prerequisites

Linux (Ubuntu/Debian):

sudo apt-get update
sudo apt-get install -y \
  cmake \
  ninja-build \
  clang-tidy \
  clang-tools \
  cppcheck \
  lcov \
  gcovr

# Install gitleaks
wget https://github.com/gitleaks/gitleaks/releases/download/v8.18.4/gitleaks_8.18.4_linux_x64.tar.gz
tar -xzf gitleaks_8.18.4_linux_x64.tar.gz
sudo mv gitleaks /usr/local/bin/

macOS:

brew install cmake ninja llvm cppcheck lcov gitleaks

Windows:

# Using Chocolatey
choco install cmake llvm cppcheck gitleaks

# Using Scoop
scoop install cmake llvm cppcheck gitleaks

GitHub Actions Workflows

Code Quality Workflow

File: .github/workflows/code-quality.yml

Triggers:

• Push to main or develop branches
• Pull requests to main or develop

Jobs:

1. clang-tidy: Static analysis with modern C++ checks

   • Runs on Ubuntu latest
   • Uses .clang-tidy configuration
   • Generates clang-tidy-report.txt
   • Uploads artifact for review

2. cppcheck: C++ linting

   • Runs on Ubuntu latest
   • Uses .cppcheck-suppressions for known false positives
   • Generates XML and text reports
   • Uploads artifacts

3. coverage: Code coverage analysis

   • Builds with --coverage flags
   • Runs full test suite
   • Generates lcov reports and HTML output
   • Comments on PRs with coverage summary
   • Uploads coverage artifacts

4. gitleaks: Secret scanning

   • Scans full repository history
   • Uses .gitleaks.toml configuration
   • Fails build if secrets detected
   • Uploads report for review

5. quality-summary: Aggregates all job results

   • Fails if gitleaks finds secrets
   • Reports overall status

Coverage Badge Workflow

File: .github/workflows/coverage-badge.yml

Triggers:

• Push to main branch
• Manual workflow dispatch

Purpose:

• Generates coverage percentage badge
• Deploys HTML coverage report to GitHub Pages
• Updates coverage badge in README

Setup Required:

1. Create a GitHub Gist for badge storage
2. Add GIST_SECRET to repository secrets (Personal Access Token with gist scope)
3. Update gistID in workflow file
4. Enable GitHub Pages in repository settings

Configuration Files

.clang-tidy

Configures clang-tidy checks for modern C++17:

Checks: >
  bugprone-*,
  clang-analyzer-*,
  cppcoreguidelines-*,
  modernize-*,
  performance-*,
  readability-*,
  concurrency-*

Disabled checks:

• modernize-use-trailing-return-type: Unnecessary for our style
• readability-magic-numbers: Too noisy, use sparingly
• cppcoreguidelines-pro-bounds-pointer-arithmetic: RocksDB integration requires this

Naming conventions:

• Namespaces: lower_case
• Classes/Structs: CamelCase
• Functions: camelCase
• Variables: lower_case
• Private members: lower_case_
• Constants: UPPER_CASE

.cppcheck-suppressions

Suppresses known false positives:

# System headers
missingIncludeSystem
unmatchedSuppression

# Third-party code
*:vcpkg_installed/*
*:*/crow/*
*:*/rocksdb/*

# Test files (more flexible)
unusedFunction:tests/*

.gitleaks.toml

Configures secret detection rules:

Custom rules:

• ThemisDB API keys
• Database connection strings with credentials
• JWT secrets
• Encryption keys
• AWS credentials
• GitHub tokens
• Slack tokens

Allowlists:

• Test files: tests/**
• Documentation: docs/**
• Example configs: *.example.*, *.template.*

CI Integration

Pull Request Checks

When you open a PR, the code-quality workflow runs automatically:

1. clang-tidy analyzes code for bugs and style issues
2. cppcheck performs additional linting
3. coverage measures test coverage and comments on PR
4. gitleaks scans for secrets (blocks merge if found)

Required Status Checks

Configure branch protection rules to require:

• clang-tidy (recommended)
• cppcheck (recommended)
• coverage (optional, for metrics)
• gitleaks (mandatory, blocks secrets)

Artifacts

Each workflow uploads artifacts:

• clang-tidy-report (30 days retention)
• cppcheck-xml-report (30 days)
• cppcheck-text-report (30 days)
• coverage-reports (30 days, includes HTML)
• gitleaks-report (30 days, JSON + summary)

Download from GitHub Actions UI: Actions → Workflow Run → Artifacts

Coverage Reporting

Viewing Coverage

Local:

# Generate coverage locally
./scripts/check-quality.sh

# Generate HTML report
mkdir -p coverage
lcov --capture --directory build --output-file coverage/coverage.info --rc lcov_branch_coverage=1
lcov --remove coverage/coverage.info '/usr/*' '*/vcpkg_installed/*' '*/tests/*' \
  --output-file coverage/coverage-filtered.info --rc lcov_branch_coverage=1
genhtml coverage/coverage-filtered.info --output-directory coverage/html

# Open in browser
xdg-open coverage/html/index.html  # Linux
open coverage/html/index.html      # macOS
start coverage/html/index.html     # Windows

GitHub Actions:

• Coverage report comments on PRs
• HTML report deployed to GitHub Pages: https://<org>.github.io/<repo>/coverage/
• Badge in README (after setup)

Coverage Goals

• Overall: Target 80%+ line coverage
• Critical paths: 90%+ coverage
  • Storage engine
  • Transaction logic
  • Query engine
• Nice-to-have: 70%+ coverage
  • HTTP handlers
  • Utility functions

Best Practices

Before Committing

1. Run local checks:

   ./scripts/check-quality.sh

2. Fix clang-tidy warnings:

   ./scripts/check-quality.sh --fix

3. Review cppcheck output:

   • Suppress known false positives in .cppcheck-suppressions
   • Use // cppcheck-suppress <error_id> inline for one-off cases

4. Check coverage:

   • Add tests for new code
   • Aim for >80% coverage on modified files

5. Scan for secrets:

   • Review gitleaks output carefully
   • Never commit real API keys or passwords
   • Use .env.example for templates

Handling False Positives

clang-tidy:

// Disable specific check for one line
// NOLINTNEXTLINE(check-name)
auto ptr = reinterpret_cast<void*>(addr);

// Disable for block
// NOLINTBEGIN(check-name)
// ... code ...
// NOLINTEND(check-name)

cppcheck:

// Inline suppression
// cppcheck-suppress unusedFunction
void helperFunction() { }

gitleaks: Add to .gitleaks.toml allowlist:

[rules.allowlist]
paths = [
  '''tests/fixtures/test_keys.json'''
]
regexes = [
  '''(?i)test[-_]?api[-_]?key'''
]

Troubleshooting

Issue: clang-tidy too slow

Solution:

# Run on changed files only
git diff --name-only main | grep -E '\.(cpp|h)$' | \
  xargs clang-tidy -p build

Issue: cppcheck false positives

Solution: Add to .cppcheck-suppressions:

specificError:path/to/file.cpp:123

Issue: Gitleaks flagging test data

Solution: Update .gitleaks.toml:

[allowlist]
paths = [
  '''tests/test_data/.*'''
]

Issue: Coverage report incomplete

Solution: Ensure all tests run before generating report:

cd build
ctest --output-on-failure
cd ..
lcov --capture --directory build ...

Resources

• Clang-Tidy Checks
• Cppcheck Manual
• LCOV Documentation
• Gitleaks Configuration
• C++ Core Guidelines

Metrics Dashboard (Future)

Planned integrations:

• SonarQube: Comprehensive code quality dashboard
• Codecov: Advanced coverage tracking
• CodeClimate: Maintainability scoring
• Snyk: Dependency vulnerability scanning