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app.py
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app.py
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from flask import Flask,render_template,request,jsonify
import pickle
model = None
if model == None:
model=pickle.load(open('diabetes.pkl','rb'))
app = Flask(__name__)
@app.route('/',methods=['POST'])
def calculate():
data = request.get_json()
preg = float(dict(data)['preg'])
glu = float(dict(data)['glu'])
bp = float(dict(data)['bp'])
st = float(dict(data)['st'])
ins = float(dict(data)['ins'])
bmi = float(dict(data)['bmi'])
dpf = float(dict(data)['dpf'])
age = float(dict(data)['age'])
output = model.predict([[preg,glu,bp,st,ins,bmi,dpf,age]])
output = float(output[0])
return jsonify(output)
if __name__=='__main__':
app.run(debug=True)