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Oleksandr Bezdieniezhnykh
142c6c4de8
- Replaced module-level path variables in constants.py with a structured Pydantic Config class. - Updated all relevant modules (train.py, augmentation.py, exports.py, dataset-visualiser.py, manual_run.py) to access paths through the new config structure. - Fixed bugs related to image processing and model saving. - Enhanced test infrastructure to accommodate the new configuration approach. This refactor improves code maintainability and clarity by centralizing configuration management.
2.2 KiB
2.2 KiB
Phase 7: Final Verification
Role: QA engineer Goal: Run all tests end-to-end, compare final metrics against baseline, and confirm the refactoring succeeded Constraints: No code changes. If failures are found, go back to the appropriate phase (4/5/6) to fix before retrying.
7a. Run Full Test Suite
- Run unit tests, integration tests, and blackbox tests
- Run acceptance tests derived from
acceptance_criteria.md - Record pass/fail counts and any failures
If any test fails:
- Determine whether the failure is a test issue (→ return to Phase 6) or a code issue (→ return to Phase 4/5)
- Do NOT proceed until all tests pass
7b. Capture Final Metrics
Re-measure all metrics from Phase 0 baseline using the same tools:
| Metric Category | What to Capture |
|---|---|
| Coverage | Overall, unit, blackbox, critical paths |
| Complexity | Cyclomatic complexity (avg + top 5 functions), LOC, tech debt ratio |
| Code Smells | Total, critical, major |
| Performance | Response times (P50/P95/P99), CPU/memory, throughput |
| Dependencies | Total count, outdated, security vulnerabilities |
| Build | Build time, test execution time, deployment time |
7c. Compare Against Baseline
- Read
REFACTOR_DIR/baseline_metrics.md - Produce a side-by-side comparison: baseline vs final for every metric
- Flag any regressions (metrics that got worse)
- Verify acceptance criteria are met
Write REFACTOR_DIR/verification_report.md:
- Test results summary: total, passed, failed, skipped
- Metric comparison table: metric, baseline value, final value, delta, status (improved / unchanged / regressed)
- Acceptance criteria checklist: criterion, status (met / not met), evidence
- Regressions (if any): metric, severity, explanation
Self-verification:
- All tests pass (zero failures)
- All acceptance criteria are met
- No critical metric regressions
- Metrics are captured with the same tools/methodology as Phase 0
Save action: Write REFACTOR_DIR/verification_report.md
GATE (BLOCKING): All tests must pass and no critical regressions. Present verification report to user. Do NOT proceed to Phase 8 until user confirms.