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https://github.com/BoardWare-Genius/jarvis-models.git
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37 lines
1.2 KiB
Python
37 lines
1.2 KiB
Python
from typing import Any, Coroutine
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from fastapi import Request, Response, status
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from fastapi.responses import JSONResponse
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from ..sentiment_engine.sentiment_engine import SentimentEngine
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from .blackbox import Blackbox
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from injector import singleton
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@singleton
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class Sentiment(Blackbox):
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def __init__(self) -> None:
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self.engine = SentimentEngine()
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def __call__(self, *args, **kwargs):
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return self.processing(*args, **kwargs)
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def valid(self, *args, **kwargs) -> bool:
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data = args[0]
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return isinstance(data, str)
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def processing(self, *args, **kwargs) -> int:
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text = args[0]
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return int(self.engine.infer(text))
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async def fast_api_handler(self, request) -> Response:
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try:
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data = await request.json()
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except:
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return JSONResponse(content={"error": "json parse error"}, status_code=status.HTTP_400_BAD_REQUEST)
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text = data.get("text")
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if text is None:
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return JSONResponse(content={"error": "text is required"}, status_code=status.HTTP_400_BAD_REQUEST)
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sentiment = self.processing(text)
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return JSONResponse(content={"sentiment": sentiment }, status_code=status.HTTP_200_OK)
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