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83bc1c0
1
Parent(s):
cd54bca
Delete api.py
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api.py
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from typing import Dict
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from fastapi import Depends, FastAPI, HTTPException, Query
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from pydantic import BaseModel
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from .classifier.model import Model, get_model
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app = FastAPI()
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class SentimentResponse(BaseModel):
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probabilities: Dict[str, float]
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sentiment: str
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confidence: float
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@app.get("/")
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def read_root():
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return {"TrueFoundry": "Internship Project"}
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@app.post("/predict", response_model=SentimentResponse)
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def predict(review:str = Query(None, title="Airline Review", decription="Enter the review for airline"), model: Model = Depends(get_model)):
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if type(review) != str:
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raise HTTPException(status_code=404, detail="Bad request")
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sentiment, confidence, probabilities = model.predict(review)
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return SentimentResponse(
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sentiment=sentiment, confidence=confidence, probabilities=probabilities
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)
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