@hXddlZddlmZmZmZmZmZddlmZddl m Z ddl m Z m Z ddlmZej ej"dej$eZeZee fd e d e fd Zej/d ed dddgeeedddd e ded efdZy)N) APIRouterDepends UploadFileFile HTTPException)UnidentifiedImageError)get_disease_prediction) get_settingsSettings)DiseaseResponsez4%(asctime)s - %(name)s - %(levelname)s - %(message)s)levelformatsettingsreturncK|jr|jdk(r"tjdtdd|Sw)z;Dependency to get settings and validate necessary API keys.YOUR_GEMINI_API_KEY_NOT_SETz-Gemini API Key is not configured in settings.z0AI Service (Gemini) is not configured correctly. status_codedetail)GEMINI_API_KEYloggererrorr)rs HC:\Users\aadil\OneDrive\Desktop\404\backend\app\api\endpoints\disease.pyget_validated_settingsrs?  " "h&=&=A^&^ DE4fgg OsAAz/detectzDetect Crop Disease from ImagezUpload a plant image to get an AI-based analysis of potential diseases or pests. Supported formats include JPEG, PNG, WEBP etc.zDisease Detection)response_modelrsummary descriptiontags.zImage file of the plant.)r)rfiler!c PKtjd|j|jr|jj dsKtj d|jd|jdt dd|jd |jd zd z}d } |jd {}|s/tj d |jt dd t|}||kDrTtj d|d|jd|dt ddt|dz dd|jd tjd|jdt|dz dd |jd {tjd|jd  tjd!|jd"t!|d {}tjd#|jd|j d$r2tjd%|jd|t d&| t#||jxsd'(S7#t$rE}tjd|jd|dt ddt| d }~wwxYw74#|jd {7tjd|jd wxYw7#t$$r1tj d)|jd*t dd+ t $r}|d }~wt$r9}tjd,|jd|dt d-d. d }~wwxYww)/a Handles plant image uploads, validates them, sends for AI analysis, and returns the disease prediction results. Args: settings: Injected application settings. file: The uploaded image file. Returns: A DiseaseResponse object containing the analysis and filename. Raises: HTTPException: For various errors like invalid file type, size, AI service errors, or internal server errors. z-Received request to detect disease for file: zimage/zInvalid file type 'z ' for file 'z'.izInvalid file type: 'zA'. Please upload a standard image format (JPEG, PNG, WEBP, etc.).riNzEmpty file uploaded: z:Received an empty image file. Please upload a valid image.zFile too large: z bytes for file 'z '. Limit is z bytes.izFile is too large (iz MB). Maximum size allowed is zMB.zFile 'z' size validated (z MB).zError reading uploaded file 'z': T)exc_infozCould not read uploaded file: z ' closed.zSending image 'z' to AI service...z'Received AI analysis successfully for 'zError:z*AI Service returned an error message for 'runknown_filename)analysisfilenamez'Cannot identify image format for file 'z&'. It might be corrupt or unsupported.zTCould not identify image format. Please ensure it's a standard, non-corrupted image.z)Unexpected error during AI analysis for 'izTAn internal server error occurred while analyzing the image. Please try again later.)rinfor' content_type startswithwarningrMAX_FILE_SIZE_MBreadlenround Exceptionrstrclosedebugr r r)rr!max_size_bytes image_bytes file_sizeeprediction_resulthttp_excs rdetect_crop_diseaser:!s: KK? OP   D$5$5$@$@$J,T->->,?|DMM?Z\]^)$*;*;)<<}~  ..5]=^^cdejjl vdmm_I67!  odmm_4FGH"8"EE =dmm_BOP  ' ' 1 LLEdmm_TWXiWjk lC8IJ J&]]8&8  M( _ 4T]]O3qcJUY Z6TUXYZU[T\4]^^_ djjl vdmm_I67 F "L@Ouvw5KL L     @sSTRUVae fi   sB)N&,J?JC J N& K!'N& 1L:L;BL?N&J K AK  KKN&L+K.,)LN&LAN#M N#*4NN##N&)loggingfastapirrrrrPILrapp.core.ai_servicesr app.core.configr r app.models.disease_modelr basicConfigINFO getLogger__name__rrouterrpostr:rrIsGG&824',,/ef   8 $ 7>l6K8PX " ,A   !!78C-GH_ _  _  _ _ rH