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gui.py
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gui.py
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from tkinter import *
from tkinter import filedialog
from PIL import ImageTk, Image
import pandas as pd
import numpy as np
from predict import *
class UI(Tk):
def __init__(self):
Tk.__init__(self)
self.width= 900
self.height= 500
self.canvas = Canvas(self, width = self.width, height = \
self.height)
self.canvas.pack()
self.info= PhotoImage(file='img/info.png')
self.coverScreen()
def coverScreen(self):
self.canvas.delete('all')
self.start = Image.open('img/pa.png')
self.startImg = ImageTk.PhotoImage(self.start)
self.canvas.create_rectangle(0, 0, self.width, self.height, fill="white")
self.canvas.create_image(self.width/2, self.height/3*2, \
image=self.startImg)
self.canvas.create_text(self.width/2, self.height/5, \
text="Drug Abuse Detection System", fill="black", font=("ms serif", 48, "bold"))
self.startButton = Button(self, text="Start", \
command=self.about, width= 10)
self.startButton.config(font=('ms serif', 12))
self.canvas.create_window(self.width/2, self.height/10*9, \
window=self.startButton)
def about(self):
self.canvas.delete('all')
self.aboutImg = Image.open('img/about.jpg')
self.tkabout = ImageTk.PhotoImage(self.aboutImg)
self.canvas.create_image(self.width/2, self.height/2, \
image=self.tkabout)
self.backSelect= Button(self, command= self.coverScreen, text= 'Back')
self.backSelect.config(width=10)
self.canvas.create_window(self.width/12, self.height/15, window= self.backSelect)
self.continueButton = Button(self, text="Continue", \
command=self.enter, width= 10)
self.continueButton.config(font=('ms serif', 12))
self.canvas.create_window(self.width/3*2, self.height/10*9, \
window=self.continueButton)
def enter(self):
self.canvas.delete('all')
self.drug = Image.open('img/opiod.png')
self.pdrug = ImageTk.PhotoImage(self.drug)
self.canvas.create_image(self.width/2, self.height/2, \
image=self.pdrug)
self.canvas.create_text(self.width/5*4, self.height/3*2, \
text="Data File Upload", fill="white", font=("ms serif", 30, "bold"))
self.up= Button(self, command= self.fileEntry)
self.scriptImg= Image.open('img/prescribe.png')
self.tksImg= ImageTk.PhotoImage(self.scriptImg)
self.up.config(image=self.tksImg, compound=CENTER, width= 300, height=150)
self.canvas.create_window(self.width/5*4, self.height/3, window= self.up)
self.backSelect= Button(self, command= self.about, text= 'Back')
self.backSelect.config(width=10)
self.canvas.create_window(self.width/12, self.height/15, window= self.backSelect)
self.iButton= Button(self, command=self.instruct)
self.iButton.config(image=self.info, compound= CENTER, width=30, height=30)
self.canvas.create_window(self.width/15, self.height/10*8, window= self.iButton)
def instruct(self):
self.canvas.delete('all')
self.help1 = Image.open('img/instruct1.jpg')
self.tkhelp1 = ImageTk.PhotoImage(self.help1)
self.canvas.create_image(self.width/2, self.height/2, image=self.tkhelp1)
self.tkexit= PhotoImage(file='img/exit.png')
self.tknext= PhotoImage(file='img/next.png')
self.exit= Button(self, command=self.enter)
self.exit.config(image= self.tkexit, compound= CENTER)
self.canvas.create_window(self.width/20*19, self.height/12, window= self.exit)
self.next= Button(self, command=self.instruct2)
self.next.config(image= self.tknext, compound= CENTER)
self.canvas.create_window(self.width/20*19, self.height/12*11, window= self.next)
def instruct2(self):
self.canvas.delete('all')
self.help2 = Image.open('img/instruct2.jpg')
self.tkhelp2 = ImageTk.PhotoImage(self.help2)
self.canvas.create_image(self.width/2, self.height/2, image=self.tkhelp2)
self.tkexit= PhotoImage(file='img/exit.png')
self.tkprev= PhotoImage(file='img/previous.png')
self.exit= Button(self, command=self.enter)
self.exit.config(image= self.tkexit, compound= CENTER)
self.canvas.create_window(self.width/20*19, self.height/12, window= self.exit)
self.previous= Button(self, command=self.instruct)
self.previous.config(image= self.tkprev, compound= CENTER)
self.canvas.create_window(self.width/20*19, self.height/12*11, window= self.previous)
def fileEntry(self):
# open csv file, read in dataframe
# add predictions to df then save it as new file
self.file = filedialog.askopenfilename(initialdir = "/", \
title = "Select file",filetypes = (("csv files","*.csv"),("all files","*.*")))
if self.file != None:
data = pd.read_csv(self.file)
data=data[extractFeatures()]
valList=list()
for i, row in data.iterrows():
val= returnPreds([np.array(data.iloc[i])])
if val==1:
val = "Pill Mill"
else:
val= "Not Pill Mill"
valList.append(val)
v= pd.Series(valList)
data['preds']= v.values
data.to_csv('predictions.csv')
print('done')
self.canvas.delete('all')
self.done = Image.open('img/done.jpg')
self.tkdone= ImageTk.PhotoImage(self.done)
self.canvas.create_image(self.width/2, self.height/2, image= self.tkdone)
self.back= Button(self, command= self.enter, text= 'Back')
self.back.config(width=10)
self.canvas.create_window(self.width/12, self.height/15, window= self.back)
predUI = UI()
predUI.mainloop()