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app.py
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app.py
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from flask import Flask,request,render_template
from src.pipelines.predication_pipeline import PredictPipeline,CustomData
app=Flask(__name__)
@app.route('/')
def home_page():
return render_template('index.html')
@app.route('/predict',methods=['GET','POST'])
def predict():
if request.method== 'GET':
return render_template('form.html')
else:
data = CustomData(
carat=float(request.form.get('carat')),
depth=float(request.form.get('depth')),
table=float(request.form.get('table')),
cut=request.form.get('cut'),
color=request.form.get('color'),
clarity=request.form.get('clarity')
)
print(data.get_data_as_dataframe())
final_new_data = data.get_data_as_dataframe()
predict_pipeline = PredictPipeline()
pred = predict_pipeline.predict(final_new_data)
results = round(pred[0],2)
print(results)
return render_template('form.html', prediction_text = 'Predicted Price: $ {}'.format(results))
if __name__=='__main__':
app.run()