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app.py
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app.py
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from flask import Flask, render_template, request
import requests
import pickle
app = Flask(__name__)
model = pickle.load(open('model.pkl', 'rb'))
@app.route('/',methods=['GET'])
def Home():
return render_template('index.html')
@app.route("/predict", methods=['POST'])
def predict():
Fuel_Type_Diesel=0
if request.method == 'POST':
Year = int(request.form['Year'])
Present_Price=float(request.form['Present_Price'])
Kms_Driven=int(request.form['Kms_Driven'])
Owner=int(request.form['Owner'])
Fuel_Type_Petrol=request.form['Fuel_Type_Petrol']
if(Fuel_Type_Petrol=='CNG'):
Fuel_Type_CNG=1
Fuel_Type_Diesel=0
Fuel_Type_Petrol=0
elif(Fuel_Type_Petrol=='Diesel'):
Fuel_Type_CNG=0
Fuel_Type_Diesel=1
Fuel_Type_Petrol=0
else:
Fuel_Type_CNG=0
Fuel_Type_Diesel=0
Fuel_Type_Petrol=1
Year=2020-Year
Seller_Type_Individual=request.form['Seller_Type_Individual']
if(Seller_Type_Individual=='Individual'):
Seller_Type_Individual=1
Seller_Type_Dealer=0
else:
Seller_Type_Dealer=1
Seller_Type_Individual=0
Transmission_Mannual=request.form['Transmission_Mannual']
if(Transmission_Mannual=='Mannual'):
Transmission_Mannual=1
Transmission_Automatic=0
else:
Transmission_Automatic=1
Transmission_Mannual=0
prediction=model.predict([[Present_Price,Kms_Driven,Owner,Year,Fuel_Type_CNG,Fuel_Type_Diesel,Fuel_Type_Petrol,Seller_Type_Dealer,Seller_Type_Individual,Transmission_Automatic,Transmission_Mannual]])
output=round(prediction[0],2)
if output<0:
return render_template('index.html',prediction_texts="Sorry you cannot sell this car")
else:
return render_template('index.html',prediction_text="You Can Sell Your Car at {} Lakhs".format(output))
else:
return render_template('index.html')
if __name__=="__main__":
app.run(debug=True, port=5000)