main.py

from fastapi import FastAPI,status,HTTPException
# from .models import lr
import schemas
import Database
import models
import Cleaning



app=FastAPI()

@app.get('/')
def index():
    return "This is the defult page"

@app.get('/reviews',status_code=status.HTTP_200_OK)
def get_reviews():
    return "Reviews"

#Porcessing Shakwa
@app.post('/predict_summary')
async def get_reviews(request : schemas.shakwa):
    if 'text' in request:
        return models.modelsummary(request.complaintbody)
    else:
        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail="Missing text value")
    
#Porcessing Feedback
@app.post('/predict_sentiment')
def get_reviews(request : schemas.feedback):
    if 'text' in request:
        return models.modelpredict(request.text)
    else:
        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail="Missing mathod value")
    

#Analysis
@app.get('/CommonWords')
def get_reviews():
    data=Database.shakwa_common_words()
    return data

@app.get('/CommonPlaces')
def get_reviews():
    # data={"Most Common Words":{"مدينة نصر":11,"الدقي":12}}
    data=Database.get_most_common_places()
    return data