mirror of
https://github.com/azaion/ai-training.git
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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.
52 lines
2.2 KiB
Markdown
52 lines
2.2 KiB
Markdown
# Phase 7: Final Verification
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**Role**: QA engineer
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**Goal**: Run all tests end-to-end, compare final metrics against baseline, and confirm the refactoring succeeded
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**Constraints**: No code changes. If failures are found, go back to the appropriate phase (4/5/6) to fix before retrying.
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## 7a. Run Full Test Suite
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1. Run unit tests, integration tests, and blackbox tests
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2. Run acceptance tests derived from `acceptance_criteria.md`
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3. Record pass/fail counts and any failures
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If any test fails:
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- Determine whether the failure is a test issue (→ return to Phase 6) or a code issue (→ return to Phase 4/5)
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- Do NOT proceed until all tests pass
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## 7b. Capture Final Metrics
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Re-measure all metrics from Phase 0 baseline using the same tools:
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| Metric Category | What to Capture |
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|----------------|-----------------|
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| **Coverage** | Overall, unit, blackbox, critical paths |
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| **Complexity** | Cyclomatic complexity (avg + top 5 functions), LOC, tech debt ratio |
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| **Code Smells** | Total, critical, major |
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| **Performance** | Response times (P50/P95/P99), CPU/memory, throughput |
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| **Dependencies** | Total count, outdated, security vulnerabilities |
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| **Build** | Build time, test execution time, deployment time |
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## 7c. Compare Against Baseline
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1. Read `REFACTOR_DIR/baseline_metrics.md`
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2. Produce a side-by-side comparison: baseline vs final for every metric
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3. Flag any regressions (metrics that got worse)
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4. Verify acceptance criteria are met
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Write `REFACTOR_DIR/verification_report.md`:
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- Test results summary: total, passed, failed, skipped
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- Metric comparison table: metric, baseline value, final value, delta, status (improved / unchanged / regressed)
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- Acceptance criteria checklist: criterion, status (met / not met), evidence
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- Regressions (if any): metric, severity, explanation
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**Self-verification**:
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- [ ] All tests pass (zero failures)
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- [ ] All acceptance criteria are met
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- [ ] No critical metric regressions
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- [ ] Metrics are captured with the same tools/methodology as Phase 0
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**Save action**: Write `REFACTOR_DIR/verification_report.md`
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**GATE (BLOCKING)**: All tests must pass and no critical regressions. Present verification report to user. Do NOT proceed to Phase 8 until user confirms.
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