3 commits

Author	SHA1	Message	Date
Marko Djordjevic	f850728d44	fix(api): add GET /api/charts/[id] and fix batch prediction ... - Add GET handler to /api/charts/[id] route to fetch chart metadata - Fix batch prediction to use regular /predict endpoint with database candles - Remove /predict/batch usage (was designed for file-based predictions) - Make volume field optional in CandleData model (database candles don't have volume) - Convert timestamps to ISO dates for batch requests Known issue: TA-Lib indicators failing with 'input array type is not double' - May need to ensure candle data is float64/double type before processing	2026-02-15 21:49:22 +01:00
Marko Djordjevic	6d0d67e39b	fix(ml): make pair and timeframe optional in PredictRequest ... - Change pair and timeframe fields from required to optional - Frontend only sends candles array, not pair/timeframe metadata - These fields are only used for logging, not prediction logic - Update logging to handle None values with 'unknown' fallback - Fixes 422 validation error on /predict endpoint	2026-02-15 21:43:14 +01:00
Marko Djordjevic	3a83fd38e9	feat(ml): implement FastAPI inference service with model loading, preprocessing, and prediction endpoints	2026-02-15 14:29:07 +01:00