mirror of
https://github.com/azaion/ai-training.git
synced 2026-04-23 03:06:35 +00:00
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
|
|
|
|
**Role**: Software engineer preparing for refactoring
|
|
**Goal**: Collect refactoring goals and capture baseline metrics
|
|
**Constraints**: Measurement only — no code changes
|
|
|
|
## 0a. Collect Goals
|
|
|
|
If PROBLEM_DIR files do not yet exist, help the user create them:
|
|
|
|
1. `problem.md` — what the system currently does, what changes are needed, pain points
|
|
2. `acceptance_criteria.md` — success criteria for the refactoring
|
|
3. `security_approach.md` — security requirements (if applicable)
|
|
|
|
Store in PROBLEM_DIR.
|
|
|
|
## 0b. Capture Baseline
|
|
|
|
1. Read problem description and acceptance criteria
|
|
2. Measure current system metrics using project-appropriate 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| **Dependencies** | Total count, outdated, security vulnerabilities |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 |
|
|
|
|
3. Create functionality inventory: all features/endpoints with status and coverage
|
|
|
|
**Self-verification**:
|
|
- [ ] All metric categories measured (or noted as N/A with reason)
|
|
- [ ] Functionality inventory is complete
|
|
- [ ] Measurements are reproducible
|
|
|
|
**Save action**: Write `REFACTOR_DIR/baseline_metrics.md`
|
|
|
|
**BLOCKING**: Present baseline summary to user. Do NOT proceed until user confirms.
|