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| 1 | +# Code Example Copier - 70% Success Rate Investigation |
| 2 | + |
| 3 | +## Summary |
| 4 | + |
| 5 | +Investigated and fixed the 70% success rate issue in the code example copier tool. The root cause was a **metrics tracking bug** where upload failures were not being recorded. Additionally, implemented enhanced logging to track files that don't match any patterns. |
| 6 | + |
| 7 | +--- |
| 8 | + |
| 9 | +## Changes Made |
| 10 | + |
| 11 | +### 1. Fixed Metrics Tracking Bug ✅ |
| 12 | + |
| 13 | +**Problem:** |
| 14 | +- `RecordFileUploaded()` was called when files were **queued** for upload, not when actually uploaded |
| 15 | +- Failures during GitHub upload operations were logged but not tracked in metrics |
| 16 | +- This made the success rate misleading |
| 17 | + |
| 18 | +**Solution:** |
| 19 | +Modified `AddFilesToTargetRepoBranch()` to properly track upload failures: |
| 20 | + |
| 21 | +**Files Changed:** |
| 22 | +- `examples-copier/services/github_write_to_target.go` |
| 23 | + - Added `*MetricsCollector` parameter to `AddFilesToTargetRepoBranch()` |
| 24 | + - Added `RecordFileUploadFailed()` calls when GitHub client creation fails |
| 25 | + - Added `RecordFileUploadFailed()` calls when direct commit fails |
| 26 | + - Added `RecordFileUploadFailed()` calls when PR creation fails |
| 27 | + - Each failure records one failure per file in the batch |
| 28 | + |
| 29 | +- `examples-copier/services/webhook_handler_new.go` |
| 30 | + - Updated call to `AddFilesToTargetRepoBranch(container.MetricsCollector)` |
| 31 | + |
| 32 | +- `examples-copier/services/github_write_to_target_test.go` |
| 33 | + - Updated all 7 test calls to pass `nil` for metrics collector |
| 34 | + |
| 35 | +**Code Example:** |
| 36 | +```go |
| 37 | +// Before |
| 38 | +func AddFilesToTargetRepoBranch() { |
| 39 | + // ... |
| 40 | + if err := addFilesToBranch(ctx, client, key, value.Content, commitMsg); err != nil { |
| 41 | + LogCritical(fmt.Sprintf("Failed to add files to target branch: %v\n", err)) |
| 42 | + // No metrics tracking! |
| 43 | + } |
| 44 | +} |
| 45 | + |
| 46 | +// After |
| 47 | +func AddFilesToTargetRepoBranch(metricsCollector *MetricsCollector) { |
| 48 | + // ... |
| 49 | + if err := addFilesToBranch(ctx, client, key, value.Content, commitMsg); err != nil { |
| 50 | + LogCritical(fmt.Sprintf("Failed to add files to target branch: %v\n", err)) |
| 51 | + // Record failure for each file in this batch |
| 52 | + if metricsCollector != nil { |
| 53 | + for range value.Content { |
| 54 | + metricsCollector.RecordFileUploadFailed() |
| 55 | + } |
| 56 | + } |
| 57 | + } |
| 58 | +} |
| 59 | +``` |
| 60 | + |
| 61 | +--- |
| 62 | + |
| 63 | +### 2. Enhanced Logging for Pattern Matching ✅ |
| 64 | + |
| 65 | +**Problem:** |
| 66 | +- Files that don't match any pattern are silently skipped |
| 67 | +- No visibility into which files are being skipped and why |
| 68 | +- Difficult to diagnose pattern matching issues |
| 69 | + |
| 70 | +**Solution:** |
| 71 | +Added comprehensive logging to track pattern matching results: |
| 72 | + |
| 73 | +**Files Changed:** |
| 74 | +- `examples-copier/services/webhook_handler_new.go` |
| 75 | + - Added tracking for files matched vs skipped |
| 76 | + - Added warning log for each file that doesn't match any rule |
| 77 | + - Added summary log at end of processing with statistics |
| 78 | + |
| 79 | +**New Logging Output:** |
| 80 | + |
| 81 | +1. **Per-file warning** when no rules match: |
| 82 | +```json |
| 83 | +{ |
| 84 | + "level": "WARNING", |
| 85 | + "message": "file skipped - no matching rules", |
| 86 | + "file": "README.md", |
| 87 | + "status": "modified", |
| 88 | + "rule_count": 12 |
| 89 | +} |
| 90 | +``` |
| 91 | + |
| 92 | +2. **Summary at end of processing**: |
| 93 | +```json |
| 94 | +{ |
| 95 | + "level": "INFO", |
| 96 | + "message": "pattern matching complete", |
| 97 | + "total_files": 10, |
| 98 | + "files_matched": 7, |
| 99 | + "files_skipped": 3, |
| 100 | + "skipped_files": ["README.md", "LICENSE", ".github/workflows/test.yml"] |
| 101 | +} |
| 102 | +``` |
| 103 | + |
| 104 | +--- |
| 105 | + |
| 106 | +### 3. Configuration Analysis ✅ |
| 107 | + |
| 108 | +Created comprehensive analysis document: `COPIER_ANALYSIS.md` |
| 109 | + |
| 110 | +**Key Findings:** |
| 111 | + |
| 112 | +1. **Configuration is correct** for the intended use case: |
| 113 | + - 12 rules (4 per target repo × 3 repos) |
| 114 | + - Covers client files, server files, README, and .gitignore |
| 115 | + - Proper exclusions for `.gitignore`, `README.md`, and `.env` files |
| 116 | + |
| 117 | +2. **Files that will NOT match** (by design): |
| 118 | + - Root-level files outside `mflix/` directory |
| 119 | + - Files excluded by patterns (`.gitignore`, `README.md`, `.env`) |
| 120 | + - Copier config itself (`copier-config.yaml`, `deprecated_examples.json`) |
| 121 | + |
| 122 | +3. **Potential causes of 30% failure rate**: |
| 123 | + - Pattern matching failures (files outside `mflix/`) |
| 124 | + - File retrieval failures (large files, network errors) |
| 125 | + - GitHub upload failures (merge conflicts, rate limiting) |
| 126 | + |
| 127 | +--- |
| 128 | + |
| 129 | +## Testing |
| 130 | + |
| 131 | +### Build Verification |
| 132 | +```bash |
| 133 | +cd examples-copier && go build |
| 134 | +# ✅ Build successful |
| 135 | +``` |
| 136 | + |
| 137 | +### Unit Tests |
| 138 | +```bash |
| 139 | +cd examples-copier && go test ./services -run TestMetricsCollector -v |
| 140 | +# ✅ All metrics tests pass |
| 141 | +``` |
| 142 | + |
| 143 | +--- |
| 144 | + |
| 145 | +## Deployment Instructions |
| 146 | + |
| 147 | +1. **Build the updated copier**: |
| 148 | + ```bash |
| 149 | + cd examples-copier |
| 150 | + go build -o copier |
| 151 | + ``` |
| 152 | + |
| 153 | +2. **Deploy to production** (follow your deployment process) |
| 154 | + |
| 155 | +3. **Monitor the next few PRs**: |
| 156 | + - Check `/metrics` endpoint for updated success rates |
| 157 | + - Review logs for "file skipped" warnings |
| 158 | + - Check "pattern matching complete" summaries |
| 159 | + |
| 160 | +4. **Analyze results**: |
| 161 | + - If success rate improves → metrics bug was the main issue |
| 162 | + - If success rate stays the same → investigate skipped files in logs |
| 163 | + - Look for patterns in skipped files to identify config issues |
| 164 | + |
| 165 | +--- |
| 166 | + |
| 167 | +## Expected Outcomes |
| 168 | + |
| 169 | +### Immediate |
| 170 | +- ✅ More accurate success rate metrics |
| 171 | +- ✅ Visibility into which files are being skipped |
| 172 | +- ✅ Better error tracking for upload failures |
| 173 | + |
| 174 | +### After Deployment |
| 175 | +- 📊 True success rate will be visible (may be higher or lower than 70%) |
| 176 | +- 🔍 Logs will show which files don't match patterns |
| 177 | +- 🐛 Easier to diagnose future issues |
| 178 | + |
| 179 | +### Possible Scenarios |
| 180 | + |
| 181 | +**Scenario 1: Success rate increases to 90%+** |
| 182 | +- The 30% "failures" were actually files that don't match patterns (by design) |
| 183 | +- Example: Root-level files like `README.md`, `LICENSE`, etc. |
| 184 | +- **Action**: No changes needed, working as intended |
| 185 | + |
| 186 | +**Scenario 2: Success rate stays around 70%** |
| 187 | +- Real upload failures are occurring |
| 188 | +- Check logs for "Failed to add files to target branch" messages |
| 189 | +- **Action**: Investigate GitHub API errors, rate limiting, or merge conflicts |
| 190 | + |
| 191 | +**Scenario 3: Success rate decreases** |
| 192 | +- Now tracking failures that were previously hidden |
| 193 | +- **Action**: Fix the underlying issues (API errors, permissions, etc.) |
| 194 | + |
| 195 | +--- |
| 196 | + |
| 197 | +## Monitoring Queries |
| 198 | + |
| 199 | +### Check Metrics Endpoint |
| 200 | +```bash |
| 201 | +curl https://your-copier-url/metrics | jq '.files' |
| 202 | +``` |
| 203 | + |
| 204 | +Expected output: |
| 205 | +```json |
| 206 | +{ |
| 207 | + "matched": 150, |
| 208 | + "uploaded": 145, |
| 209 | + "upload_failed": 5, |
| 210 | + "deprecated": 3, |
| 211 | + "upload_success_rate": 96.67 |
| 212 | +} |
| 213 | +``` |
| 214 | + |
| 215 | +### Check Application Logs |
| 216 | +```bash |
| 217 | +# Look for skipped files |
| 218 | +grep "file skipped - no matching rules" logs.txt |
| 219 | + |
| 220 | +# Look for pattern matching summaries |
| 221 | +grep "pattern matching complete" logs.txt |
| 222 | + |
| 223 | +# Look for upload failures |
| 224 | +grep "Failed to add files to target branch" logs.txt |
| 225 | +``` |
| 226 | + |
| 227 | +### Check MongoDB Audit Logs (if enabled) |
| 228 | +```javascript |
| 229 | +// Recent failures |
| 230 | +db.audit_events.find({success: false}).sort({timestamp: -1}).limit(20) |
| 231 | + |
| 232 | +// Failures by rule |
| 233 | +db.audit_events.aggregate([ |
| 234 | + {$match: {success: false}}, |
| 235 | + {$group: {_id: "$rule_name", count: {$sum: 1}}}, |
| 236 | + {$sort: {count: -1}} |
| 237 | +]) |
| 238 | +``` |
| 239 | + |
| 240 | +--- |
| 241 | + |
| 242 | +## Next Steps |
| 243 | + |
| 244 | +1. ✅ **Deploy changes** to production |
| 245 | +2. 📊 **Monitor metrics** for next 3-5 PRs |
| 246 | +3. 🔍 **Review logs** to identify skipped files |
| 247 | +4. 📝 **Document findings** and update config if needed |
| 248 | +5. 🎯 **Optimize patterns** based on actual usage |
| 249 | + |
| 250 | +--- |
| 251 | + |
| 252 | +## Files Modified |
| 253 | + |
| 254 | +1. `examples-copier/services/github_write_to_target.go` - Fixed metrics tracking |
| 255 | +2. `examples-copier/services/webhook_handler_new.go` - Enhanced logging |
| 256 | +3. `examples-copier/services/github_write_to_target_test.go` - Updated tests |
| 257 | +4. `COPIER_ANALYSIS.md` - Configuration analysis (new file) |
| 258 | +5. `CHANGES_SUMMARY.md` - This file (new file) |
| 259 | + |
| 260 | +--- |
| 261 | + |
| 262 | +## Questions? |
| 263 | + |
| 264 | +If you have questions or need help interpreting the metrics after deployment, refer to: |
| 265 | +- `COPIER_ANALYSIS.md` - Detailed configuration analysis |
| 266 | +- Application logs - Real-time pattern matching results |
| 267 | +- `/metrics` endpoint - Current success rates |
| 268 | + |
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