import pickle
import gradio as gr

with open("Diabetic_Model","rb") as f:
  mp=pickle.load(f)


def Diabetic_Prediction(Pregnancies,Glucose,BP,ST,Insuline,BMI,DPF,Age):
  Pregnancies=int(Pregnancies)
  Glucose=int(Glucose)
  BP=int(BP)
  ST=int(ST)
  Insuline=int(Insuline)
  BMI=float(BMI)
  DPF=float(DPF)
  Age=int(Age)
  value=mp.predict([[Pregnancies,Glucose,BP,ST,Insuline,BMI,DPF,Age]])
  if(value[0]==0):
    result="You don't have Diabties"
  elif(value[0]==1):
    result="You have Diabties"
  return result

interface=gr.Interface(fn=Diabetic_Prediction,inputs=[gr.inputs.Textbox(lines=2,placeholder="Enter Pregnancies Time"),
                                                      gr.inputs.Textbox(lines=2,placeholder="Enter Glucose Level"),gr.inputs.Textbox(lines=2,placeholder="Enter Blood Pressure"),gr.inputs.Textbox(lines=2,placeholder="Enter Skin Thickness"),gr.inputs.Textbox(lines=2,placeholder="Enter Insulin Level"),gr.inputs.Textbox(lines=2,placeholder="Enter BMI Level"),gr.inputs.Textbox(lines=2,placeholder="Enter Diabbetes Predigree Function"),gr.inputs.Textbox(lines=2,placeholder="Enter Your Age")],
                                              outputs=[gr.outputs.Textbox(label="Your Result")],
                       enable_queu=True
                       )
interface.launch(debug=True)