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Runtime error
Create app.py
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app.py
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from fastapi import FastAPI, Request
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from prophet import Prophet
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import pandas as pd
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app = FastAPI()
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# Load the historical data CSV file
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df = pd.read_csv("Queue_Historical_Data_Jan_to_May_2025.csv")
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# Initialize the Prophet model
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model = Prophet()
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# Fit the model with historical data
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model.fit(df)
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@app.post("/run")
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async def forecast(request: Request):
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# Create a future dataframe for the next 7 days
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future = model.make_future_dataframe(df, periods=7)
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# Predict the future values
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forecast = model.predict(future)
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# Return the last 7 predicted values
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return forecast[['ds', 'yhat']].tail(7).to_dict(orient="records")
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