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| 1 | +# Smart File Selection for V9 Analyzer |
| 2 | + |
| 3 | +## Overview |
| 4 | + |
| 5 | +The V9 analyzer now includes intelligent file selection to optimize performance for large repositories. Instead of analyzing every file in a repository, the system can intelligently select up to 500 most relevant files based on PR context and security criticality. |
| 6 | + |
| 7 | +## How It Works |
| 8 | + |
| 9 | +### Automatic Activation |
| 10 | + |
| 11 | +Smart file selection automatically activates for: |
| 12 | +- **Large repositories**: > 10,000 source files |
| 13 | +- **Enterprise codebases**: > 50,000 lines of code |
| 14 | +- **Performance-critical analyses**: When speed matters |
| 15 | + |
| 16 | +For small/medium repositories (< 10,000 files AND < 50,000 LOC), the system performs full analysis by default. |
| 17 | + |
| 18 | +### File Selection Priority |
| 19 | + |
| 20 | +The system uses a weighted algorithm to select files: |
| 21 | + |
| 22 | +``` |
| 23 | +Priority Distribution (500 files max): |
| 24 | +━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ |
| 25 | +60% - PR Modified Files (300 files) |
| 26 | + └─ Files actually changed in the pull request |
| 27 | + |
| 28 | +20% - Security-Critical Paths (100 files) |
| 29 | + └─ auth*, security*, crypto*, api*, handler* |
| 30 | + |
| 31 | +10% - Entry Points (50 files) |
| 32 | + └─ main.*, Application.*, index.*, server.* |
| 33 | + |
| 34 | +5% - Configuration Files (25 files) |
| 35 | + └─ pom.xml, package.json, Cargo.toml, go.mod |
| 36 | + |
| 37 | +5% - Test Files (25 files) |
| 38 | + └─ *test*, *spec*, *Test.java, *_test.go |
| 39 | +━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ |
| 40 | +``` |
| 41 | + |
| 42 | +### Language-Specific Patterns |
| 43 | + |
| 44 | +Each language has tailored selection patterns: |
| 45 | + |
| 46 | +#### Java |
| 47 | +- **Critical**: `*Security*.java`, `*Auth*.java`, `*Controller*.java` |
| 48 | +- **Entry**: `Application.java`, `Main.java`, `*SpringBoot*.java` |
| 49 | +- **Config**: `pom.xml`, `build.gradle`, `application.properties` |
| 50 | + |
| 51 | +#### Rust |
| 52 | +- **Critical**: `*auth*.rs`, `*crypto*.rs`, `*unsafe*.rs`, `*ffi*.rs` |
| 53 | +- **Entry**: `main.rs`, `lib.rs`, `bin/*.rs` |
| 54 | +- **Config**: `Cargo.toml`, `Cargo.lock` |
| 55 | + |
| 56 | +#### JavaScript/TypeScript |
| 57 | +- **Critical**: `*auth*.js`, `*api*.js`, `*middleware*.js` |
| 58 | +- **Entry**: `index.js`, `app.js`, `server.js` |
| 59 | +- **Config**: `package.json`, `tsconfig.json` |
| 60 | + |
| 61 | +#### Python |
| 62 | +- **Critical**: `*auth*.py`, `*security*.py`, `*api*.py` |
| 63 | +- **Entry**: `__main__.py`, `main.py`, `app.py` |
| 64 | +- **Config**: `requirements.txt`, `pyproject.toml` |
| 65 | + |
| 66 | +## Configuration Options |
| 67 | + |
| 68 | +### Environment Variables |
| 69 | + |
| 70 | +```bash |
| 71 | +# Force full repository analysis (disable smart selection) |
| 72 | +export CODEQUAL_FORCE_FULL_ANALYSIS=true |
| 73 | + |
| 74 | +# Custom file limit (default: 500) |
| 75 | +export CODEQUAL_MAX_FILES=1000 |
| 76 | + |
| 77 | +# Run analysis with custom settings |
| 78 | +npx ts-node analyze-pr.ts |
| 79 | +``` |
| 80 | + |
| 81 | +### Programmatic Configuration |
| 82 | + |
| 83 | +```typescript |
| 84 | +import { V9JavaAnalyzer } from '@codequal/agents'; |
| 85 | + |
| 86 | +const analyzer = new V9JavaAnalyzer(); |
| 87 | + |
| 88 | +// Override configuration |
| 89 | +analyzer.analysisConfig = { |
| 90 | + useSmartSelection: true, // Enable smart selection |
| 91 | + maxFiles: 750, // Increase file limit |
| 92 | + forceFullAnalysis: false // Don't force full analysis |
| 93 | +}; |
| 94 | + |
| 95 | +await analyzer.analyzePR(repoUrl, prNumber); |
| 96 | +``` |
| 97 | + |
| 98 | +## When to Use Each Mode |
| 99 | + |
| 100 | +### Use Smart Selection (Default for Large Repos) |
| 101 | + |
| 102 | +Best for: |
| 103 | +- Large enterprise repositories (10,000+ files) |
| 104 | +- Quick PR validation |
| 105 | +- CI/CD pipelines with time constraints |
| 106 | +- Cost-conscious analysis |
| 107 | + |
| 108 | +Benefits: |
| 109 | +- ⚡ 5-10x faster analysis |
| 110 | +- 💰 Lower computational costs |
| 111 | +- 🎯 Focused on relevant changes |
| 112 | +- 📊 Same blocking logic applies |
| 113 | + |
| 114 | +### Use Full Analysis |
| 115 | + |
| 116 | +Best for: |
| 117 | +- Security audits |
| 118 | +- Compliance reviews |
| 119 | +- Release candidates |
| 120 | +- Small repositories (< 1,000 files) |
| 121 | + |
| 122 | +Enable with: |
| 123 | +```bash |
| 124 | +export CODEQUAL_FORCE_FULL_ANALYSIS=true |
| 125 | +``` |
| 126 | + |
| 127 | +## Performance Comparison |
| 128 | + |
| 129 | +| Repository Size | Full Analysis | Smart Selection | Speed Improvement | |
| 130 | +|----------------|---------------|-----------------|-------------------| |
| 131 | +| Small (< 1K files) | 30 seconds | N/A (uses full) | - | |
| 132 | +| Medium (1-10K) | 2-5 minutes | 30-60 seconds | 3-5x | |
| 133 | +| Large (10-50K) | 10-30 minutes | 1-3 minutes | 8-10x | |
| 134 | +| Enterprise (50K+) | 30-60 minutes | 2-5 minutes | 10-15x | |
| 135 | + |
| 136 | +## How Issues Are Handled |
| 137 | + |
| 138 | +### With Smart Selection Enabled |
| 139 | + |
| 140 | +1. **Tools run on all files** (current behavior) |
| 141 | +2. **Issues are filtered** to only selected files |
| 142 | +3. **Blocking logic applies** only to issues in selected files |
| 143 | +4. **Modified file tracking** ensures critical issues in PR files always block |
| 144 | + |
| 145 | +### Important Notes |
| 146 | + |
| 147 | +- **PR modified files** are ALWAYS analyzed (highest priority) |
| 148 | +- **Security-critical files** are prioritized even if not modified |
| 149 | +- **Blocking logic** remains the same (critical/high in modified files) |
| 150 | +- **Score calculation** only includes issues from selected files |
| 151 | + |
| 152 | +## Monitoring Selection |
| 153 | + |
| 154 | +The analyzer logs selection details: |
| 155 | + |
| 156 | +``` |
| 157 | +📊 Large repository detected (15,234 files) - using smart file selection |
| 158 | +📁 Smart selection: 500 files selected for analysis |
| 159 | + - PR changes: 12 |
| 160 | + - Critical files: 89 |
| 161 | + - Entry points: 45 |
| 162 | + - Configuration: 8 |
| 163 | +✅ Analysis complete: 234 issues in main, 187 issues in PR |
| 164 | +``` |
| 165 | + |
| 166 | +## Future Enhancements |
| 167 | + |
| 168 | +### Planned Improvements |
| 169 | + |
| 170 | +1. **Tool-specific file lists** - Pass selected files directly to tools |
| 171 | +2. **Dynamic threshold** - Adjust file count based on available resources |
| 172 | +3. **ML-based selection** - Learn which files typically have issues |
| 173 | +4. **Incremental analysis** - Only analyze changed methods/functions |
| 174 | +5. **Distributed analysis** - Parallel processing across multiple pods |
| 175 | + |
| 176 | +### Configuration UI |
| 177 | + |
| 178 | +Future versions will include a web UI for configuration: |
| 179 | +- Visual file selection preview |
| 180 | +- Custom pattern configuration |
| 181 | +- Performance metrics dashboard |
| 182 | +- Selection effectiveness analytics |
| 183 | + |
| 184 | +## Troubleshooting |
| 185 | + |
| 186 | +### Smart Selection Not Activating |
| 187 | + |
| 188 | +Check: |
| 189 | +1. Repository has > 10,000 files OR > 50,000 LOC |
| 190 | +2. `CODEQUAL_FORCE_FULL_ANALYSIS` is not set to `true` |
| 191 | +3. No errors in file counting |
| 192 | + |
| 193 | +### Missing Critical Issues |
| 194 | + |
| 195 | +If important issues are missed: |
| 196 | +1. Increase `CODEQUAL_MAX_FILES` to 750 or 1000 |
| 197 | +2. Add custom patterns to critical file selection |
| 198 | +3. Use full analysis for security audits |
| 199 | + |
| 200 | +### Performance Still Slow |
| 201 | + |
| 202 | +Consider: |
| 203 | +1. Reducing file limit to 250 for faster analysis |
| 204 | +2. Using cloud execution for large repos |
| 205 | +3. Implementing caching for repeat analyses |
| 206 | + |
| 207 | +## API Reference |
| 208 | + |
| 209 | +### SmartFileSelector Class |
| 210 | + |
| 211 | +```typescript |
| 212 | +class SmartFileSelector { |
| 213 | + async selectFiles(config: FileSelectionConfig): Promise<SelectedFiles> |
| 214 | +} |
| 215 | + |
| 216 | +interface FileSelectionConfig { |
| 217 | + repository: string; |
| 218 | + prNumber: number; |
| 219 | + baseBranch: string; |
| 220 | + prBranch: string; |
| 221 | + language: string; |
| 222 | + maxFiles?: number; |
| 223 | + repoPath: string; |
| 224 | +} |
| 225 | + |
| 226 | +interface SelectedFiles { |
| 227 | + prChangedFiles: string[]; |
| 228 | + criticalFiles: string[]; |
| 229 | + entryPoints: string[]; |
| 230 | + configFiles: string[]; |
| 231 | + testFiles: string[]; |
| 232 | + totalSelected: number; |
| 233 | + selectionReason: string; |
| 234 | +} |
| 235 | +``` |
| 236 | + |
| 237 | +## Examples |
| 238 | + |
| 239 | +### Example 1: Large Java Repository |
| 240 | + |
| 241 | +```bash |
| 242 | +# Repository: 25,000 files |
| 243 | +# PR changes: 8 files |
| 244 | + |
| 245 | +# With smart selection (default) |
| 246 | +npm run analyze |
| 247 | +# Result: Analyzes 500 files in 2 minutes |
| 248 | + |
| 249 | +# With full analysis |
| 250 | +CODEQUAL_FORCE_FULL_ANALYSIS=true npm run analyze |
| 251 | +# Result: Analyzes 25,000 files in 45 minutes |
| 252 | +``` |
| 253 | + |
| 254 | +### Example 2: Security Audit |
| 255 | + |
| 256 | +```bash |
| 257 | +# Force full analysis for complete security review |
| 258 | +export CODEQUAL_FORCE_FULL_ANALYSIS=true |
| 259 | +export CODEQUAL_MAX_FILES=999999 |
| 260 | + |
| 261 | +npm run analyze --security-audit |
| 262 | +``` |
| 263 | + |
| 264 | +### Example 3: Quick PR Check |
| 265 | + |
| 266 | +```bash |
| 267 | +# Use minimal file set for fastest results |
| 268 | +export CODEQUAL_MAX_FILES=250 |
| 269 | + |
| 270 | +npm run analyze --quick |
| 271 | +``` |
| 272 | + |
| 273 | +--- |
| 274 | + |
| 275 | +**Note**: Smart file selection is designed to maintain analysis quality while significantly improving performance for large repositories. The system ensures that all PR-modified files and security-critical paths are always analyzed. |
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