mitai-jinkendo/backend
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feat: Training Type Profiles - Phase 1.1 Foundation (#15)
## Implemented

### DB-Schema (Migrations)
- Migration 013: training_parameters table (16 standard parameters)
- Migration 014: training_types.profile + activity_log.evaluation columns
- Performance metric calculations (avg_hr_percent, kcal_per_km)

### Backend - Rule Engine
- RuleEvaluator: Generic rule evaluation with 9 operators
  - gte, lte, gt, lt, eq, neq, between, in, not_in
  - Weighted scoring system
  - Pass strategies: all_must_pass, weighted_score, at_least_n

- IntensityZoneEvaluator: HR zone analysis
- TrainingEffectsEvaluator: Abilities development

### Backend - Master Evaluator
- TrainingProfileEvaluator: 7-dimensional evaluation
  1. Minimum Requirements (Quality Gates)
  2. Intensity Zones (HR zones)
  3. Training Effects (Abilities)
  4. Periodization (Frequency & Recovery)
  5. Performance Indicators (KPIs)
  6. Safety (Warnings)
  7. AI Context (simplified for MVP)

- evaluation_helper.py: Utilities for loading + saving
- routers/evaluation.py: API endpoints
  - POST /api/evaluation/activity/{id}
  - POST /api/evaluation/batch
  - GET /api/evaluation/parameters

### Integration
- main.py: Router registration

## TODO (Phase 1.2)
- Auto-evaluation on activity INSERT/UPDATE
- Admin-UI for profile editing
- User-UI for results display

## Testing
-  Syntax checks passed
- 🔲 Runtime testing pending (after auto-evaluation)

Part of Issue #15 - Training Type Profiles System
2026-03-23 10:49:26 +01:00
..
migrations feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
routers feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
apply_v9c_migration.py feat: v9c Phase 1 - Feature consolidation & cleanup migration 2026-03-20 18:57:39 +01:00
auth.py fix: correct indentation in auth.py _check_impl function 2026-03-21 07:06:53 +01:00
check_features.py fix: pipeline typo and add features diagnostic script 2026-03-20 22:32:09 +01:00
db_init.py fix: only process numbered migrations (XXX_*.sql pattern) 2026-03-21 10:08:56 +01:00
db.py refactor: move init_db() to db.py 2026-03-19 09:49:46 +01:00
Dockerfile fix: replace psql with Python for DB checks (no apt-get needed!) 2026-03-18 10:01:19 +01:00
evaluation_helper.py feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
feature_logger.py feat: add structured JSON logging for all feature usage (Phase 2) 2026-03-20 22:18:12 +01:00
main_old.py refactor: modular backend architecture with 14 router modules 2026-03-19 11:15:35 +01:00
main.py feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
migrate_to_postgres.py fix: Migration-Fehler - meas_id Spalte in ai_insights 2026-03-19 08:39:36 +01:00
models.py feat(v9d): add training types system + logout button 2026-03-21 13:05:33 +01:00
profile_evaluator.py feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
requirements.txt 9b 2026-03-18 08:27:33 +01:00
rule_engine.py feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
schema.sql fix: add missing meas_id column to photos table 2026-03-18 12:23:13 +01:00
startup.sh fix: replace psql with Python for DB checks (no apt-get needed!) 2026-03-18 10:01:19 +01:00