fix(p1): scheduler deprecation, ML persistence, CRISP vintage, forecast staleness (KI-71)

fix(p1): scheduler deprecation, ML persistence, CRISP vintage, forecast staleness #71

Merged

wasabi opened 3 days ago

Changes

Scheduler (WP4a)

Deprecate crontab entries covered by DB scheduler (keep health-alert.sh only)
Fix climate data refresh: remove hardcoded location-id, use --all

ML Anomaly Detection (WP4b)

Add load_models() to load cached Prophet/Isolation Forest models from disk
run_ml_check() loads cached models before fitting fresh (avoids retraining every invocation)
Models staleness check: skip if older than 7 days

CRISP Scoring (WP4c)

Activate vintage_year in financial risk: 2% risk increase per year of age, capped at 15%
vintage_year now stored in factors dict for audit trail

Forecast Engine (WP4d-e)

Add data freshness checks: warns when input tables exceed staleness thresholds
Staleness notes included in forecast output
Expand price projection from 4 to 8 crops (add coffee, avocado, tomato, banana)

Commits were merged into target branch

fix(p1): scheduler deprecation, ML persistence, CRISP vintage, forecast staleness

- Deprecate crontab entries covered by DB scheduler (keep health-alert.sh only)
- Fix climate data refresh: remove hardcoded location-id, use --all
- Add load_models() to ML anomaly detector; run_ml_check() loads cached models
  before fitting fresh, avoiding expensive retraining on every invocation
- Activate vintage_year in CRISP financial risk: 2%/year age penalty, capped at 15%
- Expand forecast price projection from 4 to 8 crops (add coffee, avocado,
  tomato, banana with reasonable defaults)
- Add data freshness checks to forecast engine: warns when input tables
  (price_observation, crop_cycle, expense_event, harvest_event, sensor_reading)
  exceed staleness thresholds; notes included in forecast output

3 days ago

216278a4

wasabi merged 3 days ago
Login to comment

Submitter	wasabi
Target	main
Source	feat/p1-forecast-crud

Jobs

Merge Strategy

Create Merge Commit

Watchers (1)

Reference

pull request KI-71