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cc9a73c3f8
Co-authored-by: Mike Shantz <mshantz@coldstorage.com> Co-authored-by: Jonathan Plasse <13716151+JonathanPlasse@users.noreply.github.com> Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
29 lines
569 B
Python
29 lines
569 B
Python
from contextlib import asynccontextmanager
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from fastapi import FastAPI
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def fake_answer_to_everything_ml_model(x: float):
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return x * 42
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ml_models = {}
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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# Load the ML model
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ml_models["answer_to_everything"] = fake_answer_to_everything_ml_model
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yield
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# Clean up the ML models and release the resources
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ml_models.clear()
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app = FastAPI(lifespan=lifespan)
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@app.get("/predict")
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async def predict(x: float):
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result = ml_models["answer_to_everything"](x)
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return {"result": result}
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