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fyp.py
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fyp.py
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import tkinter as tk
from tkinter import *
from tkinter import messagebox
#import language_check
import xlrd
from fuzzywuzzy import fuzz
#from nltk.corpus import words
ans=0
text=''
kt=0
cm=0
gm=0
fr=0
g=0
file=""
fileQ=""
Qtext=""
frf=1
ktf=0
cmf=0
gmf=0
def openmyfile(x):
# print(x)
global fileQ
global Qtext
global frf
global ktf
global cmf
global gmf
fileQ=x #The Scoring factor excel file was proposed to have one values for all questions
loc = ("Questions/"+fileQ+".xlsx") #but it was found that different questions having different parameters provide better accuracy.
wb = xlrd.open_workbook(loc) #the other answers were added on the last day and need refinement. The parameters were determined via a separate code.
sheet = wb.sheet_by_index(0)
#print(Qtext)
Qtext=sheet.cell_value(3, 0)
# print(Qtext)
frf=sheet.cell_value(1, 1)
ktf=sheet.cell_value(1, 2)
cmf=sheet.cell_value(1, 3)
gmf=sheet.cell_value(1, 4)
ans_key(sheet)
strans=""
ansl=[]
keyword=[]
com =["and","that","the","for","it","it's","was","his","who","work","used","way","also","by","can","which","as","known","then","if","between","through","another","","or","my","in","from","a","any","on","combination","to","into","is","of","It","A","each","both"]
def load_words():
with open('words_alpha.json') as word_file:
valid_words = set(word_file.read().split())
#print(valid_words)
return valid_words
def ans_key(s):
global strans
strans=""
global ansl
ansl.clear()
global keyword
keyword.clear()
for i in range(6,s.nrows):
t=s.cell_value(i, 0)
ansl.append(t)
strans= strans + " \n\n" +(str)(i-5)+")"+ t
# print(strans)
for a in ansl:
ass= a.split()
for sas in ass:
sas=sas.lower()
for check in ansl:
if a==check:
continue
else:
assc= check.split()
for x in assc:
x=x.lower()
if x==sas and x not in com and x not in keyword:
keyword.append(x)
# keyword=key
# print (keyword)
#for a in ans:
#a=a.strip()
#a=a.replace(u'\xa0',u'').encode('utf-8')
#print(ansl)
class Test(tk.Frame):
def __init__(self):
new =tk.Frame.__init__(self)
new = Toplevel(self)
#new.pack()
#new.geometry("700x600+361+100")
new.title("Question Paper")
#self.resizable(False,False)
self.tk_setPalette(background='#ececec')
#sw=self.master.winfo_screenwidth()
#sh=self.master.winfo_screenheight()
#w= 361
#h=223
#self.master.geometry('%d*%d+%d+%d' % (sw,sh,w,h))
new.geometry("610x377+361+223")
#Dframe= tk.Frame(self)
#Dframe.pack(padx=5,pady=5)
#self.title("Automatic Answer checker")
global Qtext
tk.Label(new, text=Qtext).grid(row= 0, column=0, padx=13, pady=21,sticky=W)
self.entryA = Text(new, height=14,width=46, padx=5, pady=5, wrap=WORD, background='white')
self.entryA.grid(row= 0, column=1, padx=13, pady=21,sticky=E)
#Bframe= tk.Frame(self)
#Bframe.pack(padx=20,pady=20, anchor='e')
tk.Button(new,text=' Submit ',default='active',command=self.click_ok).grid(row= 1, column=1, padx=13, pady=21)
def click_ok(self):
#print("Working Successfully")
global text
text= self.entryA.get("1.0",END)
#print(text)
#texts=text.split()
if text=="" or text==" " :
messagebox.showinfo("Blank Input Error","Please enter a Statement")
elif len(text.split())<5:
messagebox.showinfo("Too Short Input Error","Please enter a proper Statement")
#messagebox.showinfo("Evaluation report","Working Successfully")
else :
self.newWindow = Report()
#self.root.withdraw()
#self.hide()
#self.withdraw()
class App(tk.Frame):
def __init__(self,master):
tk.Frame.__init__(self,master)
self.pack()
self.master.resizable(False,False)
self.master.tk_setPalette(background='#ececec')
#sw=self.master.winfo_screenwidth()
#sh=self.master.winfo_screenheight()
#w= 361
#h=223
#self.master.geometry('%d*%d+%d+%d' % (sw,sh,w,h))
self.master.geometry("500x190+500+323")
#Dframe= tk.Frame(self)
#Dframe.pack(padx=5,pady=5)
self.master.title("Automatic Answer checker")
# Create a Tkinter variable
tkt = StringVar(root)
# Dictionary with options
choices = { 'E-Commerce','NLP','Cryptography','Cyber-Security','Philosophy'}
tkt.set('E-Commerce') # set the default option
openmyfile('E-Commerce')
popupMenu = OptionMenu(self, tkt, *choices)
Label(self, text="Subject : ").grid(row = 2, column = 0, padx=5, pady=10,sticky=W)
popupMenu.grid(row = 2, column =1)
global file
global loc
global Qtext
#global sheet
#global wb
global frf
global ktf
global cmf
global gmf
def change_dropdown(*args):
# on change dropdown value
#print( tkt.get() )
file=tkt.get()
#print (file)
openmyfile(file)
# loc = (file+".xlsx")
# wb = xlrd.open_workbook(loc)
# sheet = wb.sheet_by_index(0)
# Qtext=sheet.cell_value(3, 0)
# frf=sheet.cell_value(1, 1)
# ktf=sheet.cell_value(1, 2)
# cmf=sheet.cell_value(1, 3)
# gmf=sheet.cell_value(1, 4)
# ans_key(sheet)
# link function to change dropdown
tkt.trace('w', change_dropdown)
tk.Label(self, text="Username : ").grid(row= 0, column=0, padx=5, pady=10,sticky=W)
self.entryA = tk.Entry(self,width=26, background='white')
self.entryA.grid(row= 0, column=1, padx=5, pady=10, sticky=W)
self.entryA.focus_set()
tk.Label(self, text="Password : ").grid(row= 1, column=0, padx=5, pady=10,sticky=W)
self.entryB = tk.Entry(self,width=26, background='white', show="*")
self.entryB.grid(row= 1, column=1, padx=5, pady=15, sticky=W)
#Bframe= tk.Frame(self)
#Bframe.pack(padx=20,pady=20, anchor='e')
tk.Button(self,text=' Submit ',default='active',command=self.click_ok).grid(row= 3, column=1, padx=13, pady=21, sticky=S)
def click_ok(self):
#print("Working Successfully")
#print(text)
#messagebox.showinfo("Evaluation report","Working Successfully")
user= self.entryA.get()
password= self.entryB.get()
op = ("login.xlsx")
wbr = xlrd.open_workbook(op)
sh = wbr.sheet_by_index(0)
cuser= sh.row_values(1)
cpass= sh.row_values(3)
#print(cuser)
#print(cpass)
#print(user)
#print(password)
if user in cuser and password in cpass:
self.newWindow = Test()
root.withdraw()
else:
messagebox.showinfo("Login error","Please enter the correct credentials")
#self.withdraw()
class Report(tk.Frame):
#new.geometry("100x50+665+410")
def __init__(self):
new =tk.Frame.__init__(self)
new = Toplevel(self)
#new.pack()
new.geometry("350x180+500+300")
new.title("Evaluation Report")
global ans
ans=0
global ansl
global text
global keyword
# for ev in ansl:
# ans = ans + fuzz.token_set_ratio(ev,text)
# ans = ans + fuzz.ratio(ev,text)
#matches = lang_tool.check(text)
#lt= len(text)
#lm=len(matches)
#lm=lt-lm
global gm
global g
g=0
text=text.strip()
english_words = load_words()
if text==" " or text=="":
gm=0
else:
text= text.split()
#print(text)
for t in text:
t= t.lower()
if t[-1]=="." :
t= t[:-1]
if t in english_words:
#print(t)
g=g+1
# if g==10:
# break
if g>7:
for ev in ansl:
ans = ans + fuzz.token_set_ratio(ev,text)
ans = ans + fuzz.ratio(ev,text)
# lang_tool = language_check.LanguageTool()
# matches = lang_tool.check(text)
# lt= len(text)
# lm=len(matches)
# lm=lt-lm
# gm=lm/lt
global kt
global cm
repeat=[]
for t in text:
#if t=="NLP":
# lm=lm+1
t=t.lower()
if t in keyword and t not in repeat:
value= keyword.index(t)
if value>=2:
kt=kt+0.05
elif value==0:
kt=kt+0.1
elif value==1:
kt=kt+0.08
#kt=kt+keywords.get(t)
repeat.append(t)
check=[]
c=0
#print(repeat)
#print(keyword)
for i in range(0,len(repeat)-1):
if keyword.index(repeat[i])<keyword.index(repeat[i+1]) and repeat[i] not in check:
check.append(repeat[i])
check.append(repeat[i+1])
# a= keyword.index(repeat[i])
# for t in range(a+1,len(repeat)-1):
# if a<keyword.index(repeat[t]) and repeat[t] not in check and repeat[a] not in check :
# check.append(repeat[t])
# check.append(repeat[a])
#check.append(len(repeat)-1)
#print(check)
#gm=lm/lt
#km=kt/len(keywords)
c-len(check)
if kt > 1:
kt=1
if len(check)==0:
cm=0
else:
cm=len(check)/len(repeat)
#r = (0.2)*gm + (0.6)*kt + (0.2)*cm
global fr
global x
# if g>10:
# gm=1
# else:
gm=g/len(text)
fr= ans/(len(ansl))
global frf,ktf,cmf,gmf
# frf=3
#print(fr)
#print(len(ansl))
#x= fr/frf
#print(x)
# ktf=0.15
# cmf=0.1
# gmf=0.1
r = fr/(frf*100) + ktf*kt +cmf*cm +gmf*gm
#print(r)
if r>0.95:
r=10
elif r>0.9:
r=9.5
elif r>0.85:
r=9
elif r>0.8:
r=8.5
elif r>0.75:
r=8
elif r>0.7:
r=7.5
elif r>0.65:
r=7
elif r>0.6:
r=6.5
elif r>0.55:
r=6
elif r>0.5:
r=5.5
elif r>0.45:
r=5
elif r>0.4:
r=4.5
elif r>0.35:
r=4
elif r>0.3:
r=3.5
elif r>0.25:
r=3
elif r>0.2:
r=2.5
elif r>0.15:
r=2
elif r>0.1:
r=1.5
elif r>0.05:
r=1
else:
r=0
ans = (str)(r)
#QT= " Your Answer is = " + ans
new.label = tk.Label(new, text=" Your Marks is = " + ans)
#new.label.pack(side='left')
new.label.grid(row= 2, column=2, padx=10, pady=15,sticky=N)
new.button = tk.Button( new, text = "Detailed Report", width = 15,command = self.Det_report )
#new.button.pack(side='right')
new.button.grid(row= 3, column=3, padx=10, pady=15,sticky=N)
new.button2 = tk.Button( new, text = "Close", width = 15,command = self.close_window )
#new.button.pack(side='right')
new.button2.grid(row= 4, column=3, padx=10, pady=15,sticky=N)
def Det_report(self):
self.newWindow = Det_Report()
# self.hide()
def close_window(self):
self.master.destroy()
class Det_Report(tk.Frame):
#new.geometry("100x50+665+410")
def __init__(self):
new =tk.Frame.__init__(self)
new = Toplevel(self)
#new.pack()
new.geometry("700x650+361+100")
new.title("Evaluation Full Report")
global ans
ans = (str)(ans)
global x
# x= (str)(x)
#QT= " Your Answer is = " + ans
#new.label = tk.Label(new, text=" Your Total Marks is = " + ans)
#new.label.pack(side='left')
#new.label.grid(row= 2, column=2, padx=5, pady=10,sticky=W)
tk.Message(new, text=" Your Total Marks is = " + ans, font='Arial 10 underline',justify='left',aspect=1500).grid(row= 1, column=2, padx=2, pady=2,sticky=W)
#new.label2 = tk.Label(new, text=" The Keyword accuracy of the sentence is : {:.2%}".format(kt))
#new.label.pack(side='left')
#new.label2.grid(row= 3, column=2, padx=5, pady=10,sticky=W)
tk.Message(new, text=" The Similarity factor of the sentence is : {:.2%}".format(fr/100), font='Arial 10 underline',justify='left',aspect=1500).grid(row= 2, column=2, padx=2, pady=2,sticky=W)
tk.Message(new, text=" The Grammar accuracy of the sentence is : {:.2%}".format(gm), font='Arial 10 underline',justify='left',aspect=1500).grid(row= 3, column=2, padx=2, pady=2,sticky=W)
tk.Message(new, text=" The Total Keywords found in the sentence is : {:.2%}".format(kt), font='Arial 10 underline',justify='left',aspect=10000).grid(row= 4, column=2, padx=2, pady=2,sticky=W)
tk.Message(new, text=" The Keyword order accuracy of the sentence is : {:.2%}".format(cm), font='Arial 10 underline',justify='left',aspect=10000).grid(row= 5, column=2, padx=2, pady=2,sticky=W)
#new.label.pack(side='left')
#new.label3.grid(row= 4, column=2, padx=5, pady=10,sticky=W)
key="> "
for k in keyword:
if k==keyword[len(keyword)-1]:
key= key+ " , " + k + " . "
elif k==keyword[0]:
key= key + k
else:
key= key+ " , " + k
#key=key.reverse()
tk.Message(new, text=" Some of the Sample Answers are: "+strans, font='System 14',justify='left',aspect=200).grid(row= 6, column=2, padx=2, pady=2,sticky=W)
tk.Message(new, text=" The Keywords Extracted are :- \n"+key, font='System 12',justify='left',aspect=900).grid(row= 7, column=2, padx=2, pady=2,sticky=W)
new.button2 = tk.Button( new, text = "Close", width = 15,command = self.close_window )
#new.button.pack(side='right')
new.button2.grid(row= 8, column=2, padx=100, pady=15,sticky=S)
def close_window(self):
self.master.destroy()
if __name__=='__main__':
root= Tk()
app = App(root)
app.mainloop()