import tkinter as tk

from tkinter import Message ,Text

from PIL import Image, ImageTk

import pandas as pd

from tkinter import *

import tkinter.ttk as ttk

import tkinter.font as font

import tkinter.messagebox as tm

import matplotlib.pyplot as plt

import csv

import numpy as np

from PIL import Image, ImageTk

from tkinter import filedialog

import tkinter.messagebox as tm

import DTALG as DT

import LogisticRegression as LR

import svmalgo as svm

import XGboostalgo as xgbalgo

import RandomForest as RF

import Predict as pred

bgcolor="#DAF7A6"

bgcolor1="#B7C526"

fgcolor="black"

def Home():

    global window

    def clear():

        print("Clear1")

        txt1.delete(0, 'end')

        txt2.delete(0, 'end')

        txt3.delete(0, 'end')

        txt4.delete(0, 'end')    

        txt5.delete(0, 'end')

        txt6.delete(0, 'end')

        txt7.delete(0, 'end')

        txt8.delete(0, 'end')    

        txt9.delete(0, 'end')

        txt10.delete(0, 'end')

    window = tk.Tk()

    window.title("Heart Disease Prediction")

    window.geometry('1280x720')

    window.configure(background=bgcolor)

    #window.attributes('-fullscreen', True)

    window.grid_rowconfigure(0, weight=1)

    window.grid_columnconfigure(0, weight=1)

    message1 = tk.Label(window, text="Early Detection of Cardiac Arrest in Newborn Babies" ,bg=bgcolor  ,fg=fgcolor  ,width=50  ,height=2,font=('times', 30, 'italic bold underline')) 

    message1.place(x=100, y=1)

    lbl1 = tk.Label(window, text="Enter Age in months",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl1.place(x=50, y=100)

    txt1 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt1.place(x=300, y=115)

    lbl2 = tk.Label(window, text="Weight",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl2.place(x=50, y=170)

    txt2 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt2.place(x=300, y=175)

    lbl3 = tk.Label(window, text="Height ",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl3.place(x=50, y=230)

    txt3 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt3.place(x=300, y=235)

    lbl4 = tk.Label(window, text="Gender",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl4.place(x=50, y=285)

    txt4 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt4.place(x=300, y=290)

    lbl5 = tk.Label(window, text="Heart Rate ",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl5.place(x=50, y=350)

    txt5 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt5.place(x=300, y=365)

    lbl6 = tk.Label(window, text="Oxygen Saturation ",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl6.place(x=50, y=420)

    txt6 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt6.place(x=300, y=435)

    lbl7 = tk.Label(window, text="Respiratory Rate",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl7.place(x=550, y=100)

    txt7 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt7.place(x=800, y=115)

    lbl8 = tk.Label(window, text="Systolic Blood Pressure",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl8.place(x=550, y=170)

    txt8 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt8.place(x=800, y=175)

    lbl9 = tk.Label(window, text="Diastolic Blood Pressure ",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl9.place(x=550, y=230)

    txt9 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt9.place(x=800, y=235)

    lbl10 = tk.Label(window, text="Mean Blood Pressure",width=20  ,height=2  ,fg=fgcolor  ,bg=bgcolor ,font=('times', 15, ' bold ') ) 

    lbl10.place(x=550, y=285)

    txt10 = tk.Entry(window,width=20,bg="white" ,fg="black",font=('times', 15, ' bold '))

    txt10.place(x=800, y=290)

    def LRprocess():

        sym="Child_Heart_Stage_dataset.csv"

        if sym != "":

            LR.process(sym)

            tm.showinfo("Input", "Logistic Regression Successfully Finished")

        else:

            tm.showinfo("Input error", "Select Dataset File")

    def RFprocess():

        sym="Child_Heart_Stage_dataset.csv"

        if sym != "":

            RF.process(sym)

            tm.showinfo("Input", "Random Forest Successfully Finished")

        else:

            tm.showinfo("Input error", "Select Dataset File")

    def DTProcess():

        sym="Child_Heart_Stage_dataset.csv"

        if sym != "":

            DT.process(sym)

            tm.showinfo("Input", "Decision Tree Successfully Finished")

        else:

            tm.showinfo("Input error", "Select Dataset File")

    def svmprocess():

        sym="Child_Heart_Stage_dataset.csv"

        if sym != "":

            svm.process(sym)

            tm.showinfo("Input", "SVM Finished Success")

        else:

            tm.showinfo("Input error", "Select Dataset File")

    def xgbProcess():

        sym="Child_Heart_Stage_dataset.csv"

        if sym != "":

            xgbalgo.process(sym)

            tm.showinfo("Input", "XgBoost Finished Success")

        else:

            tm.showinfo("Input error", "Select Dataset File")

    def Predictprocess():

                sym="Child_Heart_Stage_dataset.csv"

                a1=txt1.get()

                a2=txt2.get()

                a3=txt3.get()

                a4=txt4.get()

                if a4=="male":

                        a4=1

                else:

                        a4=0

                a5=txt5.get()

                a6=txt6.get()

                a7=txt7.get()

                a8=txt8.get()

                a9=txt9.get()

                a10=txt10.get()

                if a1 == "":

                        tm.showinfo("Insert error", "Enter Age")

                elif a2 == "":

                        tm.showinfo("Insert error", "Enter Weight")

                elif a3 == "":

                        tm.showinfo("Insert error", "Enter Height")

                elif a4 == "":

                        tm.showinfo("Insert error", "Enter Gender")

                elif a5 == "":

                        tm.showinfo("Insert error", "Enter Heart Rate")

                elif a6 == "":

                        tm.showinfo("Insert error", "Enter oxygen saturation")

                elif a7 == "":

                        tm.showinfo("Insert error", "Enter Respiratory Rate")

                elif a8 == "":

                        tm.showinfo("Insert error", "Enter Systolic Blood Pressure")

                elif a9 == "":

                        tm.showinfo("Insert error", "Enter Diastolic Blood Pressure")

                elif a10=="":

                        tm.showinfo("Insert error", "Enter Mean Blood Pressure")

                else:

                        print("a1==",a1)

                        print("a2==",a2)

                        print("a3==",a3)

                        print("a4==",a4)

                        print("a5==",a5)

                        print("a6==",a6)

                        print("a7==",a7)

                        print("a8==",a8)

                        print("a9==",a9)

                        print("a10==",a10)

                        res,treat = pred.process(sym,float(a1),float(a2),float(a3),float(a4),float(a5),float(a6),float(a7),float(a8),float(a9),float(a10))

                        print(res)

                        if res!="":

                                tm.showinfo("Result", str(res))

                                tm.showinfo("Recommended Treatment", str(treat))

                        else:

                                tm.showinfo("Input error", "Select Dataset File")

    clearButton = tk.Button(window, text="Clear", command=clear  ,fg=fgcolor  ,bg=bgcolor1  ,width=14  ,height=2 ,activebackground = "Red" ,font=('times', 15, ' bold '))

    clearButton.place(x=10, y=500)

    proc = tk.Button(window, text="Random Forest", command=RFprocess  ,fg=fgcolor   ,bg=bgcolor1   ,width=14  ,height=2, activebackground = "Red" ,font=('times', 15, ' bold '))

    proc.place(x=210, y=500)

    LRbutton = tk.Button(window, text="SVM", command=svmprocess  ,fg=fgcolor   ,bg=bgcolor1   ,width=14  ,height=2, activebackground = "Red" ,font=('times', 15, ' bold '))

    LRbutton.place(x=410, y=500)

    RFbutton = tk.Button(window, text="XG Boost", command=xgbProcess  ,fg=fgcolor   ,bg=bgcolor1 ,width=14  ,height=2, activebackground = "Red" ,font=('times', 15, ' bold '))

    RFbutton.place(x=610, y=500)

    PRbutton = tk.Button(window, text="Predict", command=Predictprocess  ,fg=fgcolor   ,bg=bgcolor1   ,width=14  ,height=2, activebackground = "Red" ,font=('times', 15, ' bold '))

    PRbutton.place(x=810, y=500)

    quitWindow = tk.Button(window, text="Quit", command=window.destroy  ,fg=fgcolor   ,bg=bgcolor1  ,width=15  ,height=2, activebackground = "Red" ,font=('times', 15, ' bold '))

    quitWindow.place(x=1010, y=500)

    window.mainloop()

Home()