---
title: "Phase 2.7: Comprehensive Testing & Quality Assurance"
labels: ["testing", "quality", "phase-2", "high-priority"]
assignees: []
milestone: "Phase 2 - Intelligence & Usability"
---
## Overview
Establish comprehensive testing infrastructure and quality assurance processes to ensure WizardMerge is reliable, performant, and correct. This includes unit tests, integration tests, performance benchmarks, and fuzzing.
## Related Roadmap Section
Phase 2.7 - Testing & Quality
## Motivation
As WizardMerge grows more complex with semantic merging, SDG analysis, and multi-platform support, we need:
- Confidence that changes don't break existing functionality
- Performance metrics to prevent regressions
- Edge case coverage to handle real-world scenarios
- Quality documentation and examples
## Testing Strategy
### 1. Unit Tests
**Coverage Target**: >90% code coverage
#### Backend (C++)
- [ ] **Three-way merge algorithm**
- Test all merge cases (clean merge, conflicts, auto-resolution)
- Test edge cases (empty files, binary files, large files)
- Test different line endings (LF, CRLF)
- [ ] **Semantic mergers**
- JSON merger tests (objects, arrays, nested structures)
- YAML merger tests (comments, anchors, multi-document)
- XML merger tests (namespaces, attributes, DTD)
- Package file merger tests (version conflicts, dependencies)
- [ ] **AST mergers**
- Python: imports, functions, classes
- JavaScript: ES6 modules, React components
- Java: classes, methods, annotations
- C++: includes, namespaces, templates
- [ ] **SDG analysis**
- Dependency graph construction
- Edge classification
- Conflict analysis
- Suggestion generation
- [ ] **Git integration**
- Git CLI operations
- Repository detection
- Branch operations
- PR/MR fetching
**Framework**: Google Test (gtest)
```cpp
// Example unit test
TEST(ThreeWayMergeTest, NonOverlappingChanges) {
ThreeWayMerge merger;
std::string base = "line1\nline2\nline3\n";
std::string ours = "line1\nline2_modified\nline3\n";
std::string theirs = "line1\nline2\nline3_modified\n";
auto result = merger.merge(base, ours, theirs);
ASSERT_TRUE(result.success);
ASSERT_FALSE(result.has_conflicts);
EXPECT_EQ(result.merged_content, "line1\nline2_modified\nline3_modified\n");
}
```
#### Frontends
**Qt6 (C++)**:
- [ ] UI component tests
- [ ] QML integration tests
- [ ] Model-view tests
**Framework**: Qt Test
**Next.js (TypeScript)**:
- [ ] Component tests (React Testing Library)
- [ ] API client tests
- [ ] Integration tests
- [ ] E2E tests (Playwright or Cypress)
**Framework**: Jest, React Testing Library, Playwright
```typescript
// Example component test
import { render, screen, fireEvent } from '@testing-library/react';
import ConflictPanel from './ConflictPanel';
test('renders conflict and resolves with "ours"', () => {
const conflict = { id: 1, ours: 'code A', theirs: 'code B' };
const onResolve = jest.fn();
render();
const oursButton = screen.getByText('Keep Ours');
fireEvent.click(oursButton);
expect(onResolve).toHaveBeenCalledWith(1, 'ours');
});
```
### 2. Integration Tests
Test interactions between components:
- [ ] **Backend + Git**
- Clone repo, create branch, commit changes
- Fetch PR/MR data, apply merge, create branch
- [ ] **Backend + Frontend**
- API calls from UI
- WebSocket updates
- File upload/download
- [ ] **End-to-end scenarios**
- User resolves conflict via UI
- CLI resolves PR conflicts
- Batch resolution of multiple files
**Framework**:
- C++: Integration test suite with real Git repos
- Next.js: Playwright for E2E testing
```typescript
// Example E2E test (Playwright)
test('resolve conflict via web UI', async ({ page }) => {
await page.goto('http://localhost:3000');
// Upload conflicted file
await page.setInputFiles('input[type=file]', 'test_conflict.txt');
// Wait for merge analysis
await page.waitForSelector('.conflict-panel');
// Click "Keep Ours"
await page.click('button:has-text("Keep Ours")');
// Verify resolution
const resolved = await page.textContent('.merged-content');
expect(resolved).toContain('code A');
expect(resolved).not.toContain('<<<<<<<');
});
```
### 3. Performance Benchmarks
**Goals**:
- Merge time: <100ms for files up to 10MB
- API response: <500ms for typical PRs
- UI rendering: <50ms for typical conflicts
- SDG analysis: <500ms for files up to 2000 lines
**Benchmark Suite**:
```cpp
// Benchmark framework: Google Benchmark
static void BM_ThreeWayMerge_SmallFile(benchmark::State& state) {
std::string base = generate_file(100); // 100 lines
std::string ours = modify_lines(base, 10);
std::string theirs = modify_lines(base, 10);
ThreeWayMerge merger;
for (auto _ : state) {
auto result = merger.merge(base, ours, theirs);
benchmark::DoNotOptimize(result);
}
}
BENCHMARK(BM_ThreeWayMerge_SmallFile);
static void BM_ThreeWayMerge_LargeFile(benchmark::State& state) {
std::string base = generate_file(10000); // 10k lines
std::string ours = modify_lines(base, 100);
std::string theirs = modify_lines(base, 100);
ThreeWayMerge merger;
for (auto _ : state) {
auto result = merger.merge(base, ours, theirs);
benchmark::DoNotOptimize(result);
}
}
BENCHMARK(BM_ThreeWayMerge_LargeFile);
```
**Metrics to Track**:
- Execution time (median, p95, p99)
- Memory usage
- CPU usage
- Throughput (files/second)
**Regression Detection**:
- Run benchmarks on every commit
- Alert if performance degrades >10%
- Track performance over time
### 4. Fuzzing
Find edge cases and bugs with fuzz testing:
**Targets**:
- [ ] Three-way merge algorithm
- [ ] JSON/YAML/XML parsers
- [ ] Git URL parsing
- [ ] API input validation
**Framework**: libFuzzer, AFL++, or OSS-Fuzz
```cpp
// Example fuzz target
extern "C" int LLVMFuzzerTestOneInput(const uint8_t* data, size_t size) {
std::string input(reinterpret_cast(data), size);
ThreeWayMerge merger;
try {
// Try to crash the merger with random input
auto result = merger.merge(input, input, input);
} catch (...) {
// Catch exceptions to continue fuzzing
}
return 0;
}
```
**Goals**:
- Find crashes and hangs
- Discover edge cases not covered by unit tests
- Improve input validation
- Run continuously in CI
### 5. Test Data & Fixtures
**Real-World Test Cases**:
- [ ] Collect conflicts from popular open-source projects
- [ ] Build test dataset with various conflict types
- [ ] Include edge cases (large files, binary files, unusual encodings)
- [ ] Categorize by difficulty (simple, medium, complex)
**Test Repositories**:
```
tests/
├── fixtures/
│ ├── conflicts/
│ │ ├── simple/
│ │ │ ├── 01-non-overlapping.txt
│ │ │ ├── 02-identical-changes.txt
│ │ │ └── ...
│ │ ├── medium/
│ │ │ ├── 01-json-merge.json
│ │ │ ├── 02-python-imports.py
│ │ │ └── ...
│ │ └── complex/
│ │ ├── 01-sdg-analysis-needed.cpp
│ │ ├── 02-multi-file-dependencies.zip
│ │ └── ...
│ ├── repositories/
│ │ ├── test-repo-1/ # Git repo for integration tests
│ │ ├── test-repo-2/
│ │ └── ...
│ └── api-responses/
│ ├── github-pr-123.json
│ ├── gitlab-mr-456.json
│ └── ...
```
### 6. Continuous Integration
**CI Pipeline**:
```yaml
# .github/workflows/ci.yml
name: CI
on: [push, pull_request]
jobs:
test-backend:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Build backend
run: cd backend && ./build.sh
- name: Run unit tests
run: cd backend/build && ctest --output-on-failure
- name: Upload coverage
uses: codecov/codecov-action@v3
test-frontend-nextjs:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: oven-sh/setup-bun@v1
- name: Install dependencies
run: cd frontends/nextjs && bun install
- name: Run tests
run: cd frontends/nextjs && bun test
- name: E2E tests
run: cd frontends/nextjs && bun run test:e2e
benchmark:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Build backend
run: cd backend && ./build.sh
- name: Run benchmarks
run: cd backend/build && ./benchmarks
- name: Check for regressions
run: python scripts/check_benchmark_regression.py
fuzz:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Build fuzzer
run: cd backend && cmake -DFUZZING=ON . && make
- name: Run fuzzer (5 minutes)
run: ./backend/build/fuzzer -max_total_time=300
```
### 7. Code Quality Tools
- [ ] **Static Analysis**: clang-tidy, cppcheck
- [ ] **Code Coverage**: gcov, lcov (C++), Istanbul (JS)
- [ ] **Linting**: cpplint (C++), ESLint (JS), Prettier
- [ ] **Memory Safety**: Valgrind, AddressSanitizer
- [ ] **Security Scanning**: CodeQL (already in use ✅)
```bash
# Run all quality checks
./scripts/quality-check.sh
```
### 8. Documentation & Examples
- [ ] **API Documentation**: Doxygen (C++), JSDoc (JS)
- [ ] **User Guide**: Step-by-step examples
- [ ] **Developer Guide**: Architecture, contributing
- [ ] **Example Conflicts**: Tutorials for common scenarios
- [ ] **Video Demos**: Screen recordings of key features
## Implementation Steps
### Phase 1: Unit Tests (3 weeks)
- [ ] Set up test frameworks
- [ ] Write unit tests for core algorithms
- [ ] Achieve 80% code coverage
- [ ] CI integration
### Phase 2: Integration Tests (2 weeks)
- [ ] Set up test repositories
- [ ] Write integration tests
- [ ] E2E tests for frontends
- [ ] CI integration
### Phase 3: Performance Benchmarks (1 week)
- [ ] Set up benchmark framework
- [ ] Write benchmark suite
- [ ] Baseline measurements
- [ ] Regression detection
### Phase 4: Fuzzing (1 week)
- [ ] Set up fuzzing infrastructure
- [ ] Write fuzz targets
- [ ] Run continuous fuzzing
- [ ] Fix discovered issues
### Phase 5: Quality Tools (1 week)
- [ ] Integrate static analysis
- [ ] Set up code coverage
- [ ] Memory safety checks
- [ ] CI integration
### Phase 6: Documentation (2 weeks)
- [ ] Generate API docs
- [ ] Write user guide
- [ ] Create examples
- [ ] Video demos
## Acceptance Criteria
- [ ] >90% code coverage for backend
- [ ] >80% code coverage for frontends
- [ ] All unit tests pass
- [ ] All integration tests pass
- [ ] Performance benchmarks meet targets
- [ ] Zero crashes from fuzzing (after fixes)
- [ ] Documentation complete and accurate
- [ ] CI pipeline green on all commits
## Priority
**HIGH** - Quality and reliability are essential for user trust
## Estimated Effort
10 weeks (can be done in parallel with feature development)
## Dependencies
- Core features implemented (Phase 1 and 2)
## Related Issues
- #TBD (Phase 2 completion)
- #TBD (All feature implementation issues)
## Success Metrics
- 0 critical bugs in production
- <1% test failure rate
- 95% user satisfaction with stability
- Performance targets met consistently
## Test Coverage Goals
| Component | Coverage Target |
|-----------|-----------------|
| Three-way merge | 95% |
| Semantic mergers | 90% |
| AST mergers | 90% |
| SDG analysis | 85% |
| Git integration | 90% |
| API endpoints | 95% |
| UI components | 80% |
| Overall | 90% |