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mitai-jinkendo/backend/routers
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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
..
__init__.py refactor: modular backend architecture with 14 router modules 2026-03-19 11:15:35 +01:00
access_grants.py feat: add admin management routers for subscription system 2026-03-19 13:09:33 +01:00
activity.py feat: learnable activity type mapping system (DB-based, auto-learning) 2026-03-21 19:31:58 +01:00
admin_activity_mappings.py feat: learnable activity type mapping system (DB-based, auto-learning) 2026-03-21 19:31:58 +01:00
admin_training_types.py fix: wrap abilities dict with Json() for JSONB insert (#13) 2026-03-23 09:13:50 +01:00
admin.py refactor: modular backend architecture with 14 router modules 2026-03-19 11:15:35 +01:00
auth.py fix: email verification redirect and already-used token message 2026-03-21 12:28:51 +01:00
caliper.py feat: Phase 4 Batch 1 - enable enforcement for data entries 2026-03-21 06:57:05 +01:00
circumference.py feat: Phase 4 Batch 1 - enable enforcement for data entries 2026-03-21 06:57:05 +01:00
coupons.py feat: add coupon management and redemption 2026-03-19 13:07:09 +01:00
evaluation.py feat: Training Type Profiles - Phase 1.1 Foundation (#15) 2026-03-23 10:49:26 +01:00
exportdata.py feat: complete Phase 4 enforcement for all features (backend) 2026-03-21 07:40:37 +01:00
features.py fix: prevent connection pool exhaustion in features/usage 2026-03-21 07:02:42 +01:00
importdata.py feat: complete Phase 4 enforcement for all features (backend) 2026-03-21 07:40:37 +01:00
insights.py feat: complete Phase 4 enforcement for all features (backend) 2026-03-21 07:40:37 +01:00
nutrition.py feat: add manual nutrition entry form with auto-detect 2026-03-21 08:37:01 +01:00
photos.py fix: photo upload date parameter parsing 2026-03-22 14:33:01 +01:00
profiles.py refactor: modular backend architecture with 14 router modules 2026-03-19 11:15:35 +01:00
prompts.py refactor: modular backend architecture with 14 router modules 2026-03-19 11:15:35 +01:00
rest_days.py feat: prevent duplicate rest day types per date (Migration 012) 2026-03-22 17:36:49 +01:00
sleep.py feat: sleep duration excludes awake time (actual sleep only) 2026-03-22 14:01:47 +01:00
stats.py refactor: modular backend architecture with 14 router modules 2026-03-19 11:15:35 +01:00
subscription.py feat: add user subscription info endpoints 2026-03-19 13:05:55 +01:00
tier_limits.py fix: show all tiers in admin matrix editor including selfhosted 2026-03-20 06:19:32 +01:00
tiers_mgmt.py feat: add admin management routers for subscription system 2026-03-19 13:09:33 +01:00
training_types.py feat: add extended training types (cardio walk/dance, mind & meditation) 2026-03-21 15:16:07 +01:00
user_restrictions.py feat: add admin management routers for subscription system 2026-03-19 13:09:33 +01:00
weight.py feat: Phase 4 Batch 1 - enable enforcement for data entries 2026-03-21 06:57:05 +01:00