o zj@s\ddlmZmZmZddlmZmZddlmZm Z eZ e j dedddefdd Z d S) ) APIRouterDepends HTTPException) YieldInputYieldPredictionResponse) predict_yieldget_weather_dataz/predict)response_model status_code yield_inputc sz?|jr |js |j|_d}t|dr%t|dr%|jr%|jr%t|j|j}t|\}}}d|||d}|r9||d<td i|WSty^}zt d|t dd t |d d}~ww) zT Receives farm details and returns a yield prediction with recommendations. Nlatitude longitudeT)successyield_estimated_productionrecommendations weather_dataz'Unexpected error in /predict endpoint: izIAn internal server error occurred while generating the yield prediction: )r detail) crop_typecrophasattrr rrrr Exceptionprintrstr)r ryield_per_hectaretotal_productionr response_dataerrC/var/www/html/CropPilot/backend/app/api/endpoints/yield_endpoint.pypredict_farm_yields2 r!N) fastapirrrapp.models.yield_modelrr%app.services.yield_prediction_servicerrrouterpostr!rrrr s