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e28e6dd
1
Parent(s):
5697315
ch
Browse files
main.py
CHANGED
@@ -3,8 +3,9 @@ from fastapi.responses import JSONResponse, StreamingResponse
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from pydantic import BaseModel
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import types
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import json
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-
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from endpoint_handler import EndpointHandler # your handler file
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app = FastAPI()
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@@ -20,6 +21,22 @@ class PredictInput(BaseModel):
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question: str
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stream: bool = False
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class PredictRequest(BaseModel):
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inputs: PredictInput
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@@ -39,12 +56,22 @@ async def predict_endpoint(payload: PredictRequest):
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}
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}
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if isinstance(result, types.GeneratorType):
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def event_stream():
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return StreamingResponse(event_stream(), media_type="text/event-stream")
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return JSONResponse(content=result)
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from pydantic import BaseModel
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import types
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import json
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from pydantic import validator
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from endpoint_handler import EndpointHandler # your handler file
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import base64
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app = FastAPI()
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question: str
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stream: bool = False
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@validator("question")
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def question_not_empty(cls, v):
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if not v.strip():
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raise ValueError("Question must not be empty")
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return v
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@validator("image")
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def valid_base64_and_size(cls, v):
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try:
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decoded = base64.b64decode(v, validate=True)
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except Exception:
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raise ValueError("`image` must be valid base64")
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if len(decoded) > 10 * 1024 * 1024: # 10 MB limit
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raise ValueError("Image exceeds 10 MB after decoding")
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return v
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class PredictRequest(BaseModel):
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inputs: PredictInput
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}
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}
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try:
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result = handler.predict(data)
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except ValueError as ve:
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return JSONResponse({"error": str(ve)}, status_code=400)
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except Exception as e:
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return JSONResponse({"error": "Internal server error"}, status_code=500)
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if isinstance(result, types.GeneratorType):
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def event_stream():
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try:
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for chunk in result:
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yield f"data: {json.dumps(chunk)}\n\n"
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# Add [END] marker after generator ends
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yield 'data: "[END]"\n\n'
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except Exception as e:
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# Send error in stream
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yield f'data: "[ERROR] {str(e)}"\n\n'
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return StreamingResponse(event_stream(), media_type="text/event-stream")
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return JSONResponse(content=result)
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