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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.
41 lines
1.5 KiB
Markdown
41 lines
1.5 KiB
Markdown
# Phase 0: Context & Baseline
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**Role**: Software engineer preparing for refactoring
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**Goal**: Collect refactoring goals and capture baseline metrics
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**Constraints**: Measurement only — no code changes
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## 0a. Collect Goals
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If PROBLEM_DIR files do not yet exist, help the user create them:
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1. `problem.md` — what the system currently does, what changes are needed, pain points
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2. `acceptance_criteria.md` — success criteria for the refactoring
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3. `security_approach.md` — security requirements (if applicable)
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Store in PROBLEM_DIR.
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## 0b. Capture Baseline
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1. Read problem description and acceptance criteria
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2. Measure current system metrics using project-appropriate 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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3. Create functionality inventory: all features/endpoints with status and coverage
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**Self-verification**:
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- [ ] All metric categories measured (or noted as N/A with reason)
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- [ ] Functionality inventory is complete
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- [ ] Measurements are reproducible
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**Save action**: Write `REFACTOR_DIR/baseline_metrics.md`
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**BLOCKING**: Present baseline summary to user. Do NOT proceed until user confirms.
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