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cleanerGUI.py
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# -*- coding: utf-8 -*-
import re
import punctuation
import emoticon
import emoticon2
import url_hashtag
import negation
import dictionary
import slang
import sys
import insult
import final
import Tkinter
import csv
import os
from tkinter import filedialog
import tkFileDialog
#training set: 2016_gold_train + 2015_train_full
#test set: 2016_gold_dev o 2015_dev_gold
class simpleapp_tk(Tkinter.Tk):
def __init__(self,parent):
Tkinter.Tk.__init__(self,parent)
self.parent = parent
self.initialize()
def initialize(self):
self.grid()
self.file_path = filedialog.askopenfilename()
#print "path: "+self.file_path
label = Tkinter.Label(self,text="Insert nome of cleaned file .tsv", padx = 20,font = "Arial 15 ").pack(anchor = "w")
self.destFinale = Tkinter.StringVar()
self.entry = Tkinter.Entry(self,textvariable=self.destFinale, justify="center").pack(anchor="w")
self.radio = Tkinter.IntVar()
titolo = Tkinter.Label(self, text="Choose a type of elaboration:", padx = 20,pady = 10,font = "Arial 15 ").pack(anchor="w")
self.r1=Tkinter.Radiobutton(self, text="No preprocess", padx = 20,font = "Arial 15 ", variable=self.radio, value=1).pack(anchor = "w")
self.r2=Tkinter.Radiobutton(self, text="Basic cleaner", padx = 20,font = "Arial 15 ", variable=self.radio, value=2).pack(anchor = "w")
self.r3=Tkinter.Radiobutton(self, text="Basic + Dictionaries", padx = 20,font = "Arial 15 ", variable=self.radio, value=3).pack(anchor = "w")
self.r4=Tkinter.Radiobutton(self, text="Basic + Negation", padx = 20,font = "Arial 15 ", variable=self.radio, value=4).pack(anchor = "w")
self.r5=Tkinter.Radiobutton(self, text="Basic + 2-Emoticons", padx = 20,font = "Arial 15 ", variable=self.radio, value=5).pack(anchor = "w")
self.r6=Tkinter.Radiobutton(self, text="All cleaners", padx = 20,font = "Arial 15 ", variable=self.radio, value=6).pack(anchor = "w")
self.r7=Tkinter.Radiobutton(self, text="Full without dictionary", padx = 20,font = "Arial 15 ", variable=self.radio, value=7).pack(anchor = "w")
#self.test = Tkinter.IntVar()
#c = Tkinter.Checkbutton(self, text="Clicca se vuoi positive/negative in numero uguale", variable=self.test).pack()
button = Tkinter.Button(self,text=u"GO!",font = "Arial 15 ",command=self.OnButtonClick).pack(anchor="w")
self.labelVariable = Tkinter.StringVar()
label = Tkinter.Label(self,textvariable=self.labelVariable, padx = 20,font = "Arial 15 ").pack(anchor = "w")
self.resizable(True,False)
self.update()
def OnButtonClick(self):
reload(sys)
sys.setdefaultencoding('utf8')
self.labelVariable.set( " You clicked the button: " + str(self.radio.get()))
with open(self.destFinale.get(), 'w') as tsv_cleaned:
writer = csv.writer(tsv_cleaned, delimiter='\t')
#countPos = 0
#countNeg = 0
#with open(self.file_path,'r') as tsvfile: #file originale
#tsvreader = csv.reader(tsvfile, delimiter="\t")
#for line in tsvreader:
#if (re.search(r'[0-9]{5,}', line[1])):
##print "4 columns"
#indice = 3
#else:
##print "3 columns"
#indice = 2
#if (line[indice-1]=="positive" and line[indice]!="Not Available" and re.search(r'(練|習|中|こ|れ|面|白|い|な|ｗ)',line[indice])==None):
#countPos +=1
#elif (line[indice-1]=="negative" and line[indice]!="Not Available" and re.search(r'(練|習|中|こ|れ|面|白|い|な|ｗ)',line[indice])==None):
#countNeg +=1
#print countPos
#print countNeg
#print self.test.get()
#if (self.test.get()==1):
#if (countPos > countNeg):
#countPos = countNeg
#else:
#countNeg = countPos
with open(self.file_path,'r') as tsvfile: #file originale
tsvreader = csv.reader(tsvfile, delimiter="\t")
indice = 0
for line in tsvreader:
if (re.search(r'[0-9]{5,}', line[1])):
#print "4 columns"
indice = 3
else:
#print "3 columns"
indice = 2
if (re.search(r'(練|習|中|こ|れ|面|白|い|な|ｗ)',line[indice])==None and line[indice]!="Not Available"):
if (self.radio.get()!=1):
clean_text = line[indice].replace("\r", " ").replace("\n", " ").replace("\t", '').replace("\"", "")
#if ((line[indice-1]=="positive" and countPos>0) or (line[indice-1]=="negative" and countNeg>0)):
clean_text = url_hashtag.cleaner(clean_text)
clean_text = emoticon.cleaner(clean_text)
clean_text = punctuation.cleaner(clean_text)
if (self.radio.get()==3):
clean_text = slang.cleaner(clean_text)
clean_text = dictionary.cleaner(clean_text)
clean_text = insult.cleaner(clean_text)
elif (self.radio.get()==4):
clean_text = negation.cleaner(clean_text)
elif (self.radio.get()==5):
clean_text = emoticon2.cleaner(clean_text)
elif (self.radio.get()==6):
clean_text = slang.cleaner(clean_text)
clean_text = dictionary.cleaner(clean_text)
clean_text = insult.cleaner(clean_text)
clean_text = emoticon2.cleaner(clean_text)
clean_text = negation.cleaner(clean_text)
elif (self.radio.get()==7):
clean_text = slang.cleaner(clean_text)
clean_text = insult.cleaner(clean_text)
clean_text = emoticon2.cleaner(clean_text)
clean_text = negation.cleaner(clean_text)
clean_text = final.cleaner(clean_text)
#if (line[indice-1]=="positive" and countPos>0):
#print "pos: "+line[indice]
writer.writerow([line[indice-1],clean_text])
#countPos -=1
#if (line[indice-1]=="negative" and countNeg>0):
##print "neg: "+line[indice]
#writer.writerow([line[indice-1],clean_text])
#countNeg -=1
#f2.write('"'+clean_text+'",'+line[indice-1]+"\n");
else:
#print "not cleaned"
line[indice]=re.sub("\"", "'", line[indice])
line[indice] = line[indice].replace("\t", " ").replace("\n", " ")
#if (line[indice-1]=="positive" and countPos>0):
writer.writerow([line[indice-1],line[indice]])
#countPos -=1
#if (line[indice-1]=="negative" and countNeg>0):
#writer.writerow([line[indice-1],line[indice]])
#countNeg -=1
#f2.write('"'+line[indice]+'",'+line[indice-1]+"\n");
print "Terminated"
self.labelVariable.set( " Processing TERMINATED in "+self.destFinale.get())
if __name__ == "__main__":
app = simpleapp_tk(None)
app.title('Cleaner Natural Language')
app.mainloop()