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GChat_v3.py
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GChat_v3.py
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from tkinter import Frame,Button,Entry,IntVar,END,INSERT,Radiobutton,Tk,filedialog
from bs4 import BeautifulSoup
import pandas as pd
from pandas import DataFrame
import matplotlib.pyplot as plt
import numpy as np
from matplotlib.font_manager import FontProperties
import arabic_reshaper
from bidi.algorithm import get_display
import re
# opening file dialog and selecting file destination
def open_file():
file = filedialog.askopenfilename()
text_entry.delete(0, END)
text_entry.insert(0,file)
# prepare persian text for display in pyplot
def _(text):
return get_display(arabic_reshaper.reshape(u'%s' % str(text)))
# create window
window = Tk()
window.title("آمار مشارکت دانش آموزان")
window.geometry("500x120+400+300")
content = Frame(window, bd = 10)
content.grid(row = 0, column = 0)
r1_content = Frame(content, bd = 5)
r1_content.grid(row=0)
r3_content = Frame(content, bd = 5)
r3_content.grid(row=1)
r4_content = Frame(content, bd = 5)
r4_content.grid(row=2)
#Select input button
btn = Button(r1_content,text="انتخاب فایل", command = open_file, width = 20)
btn.grid(row=0,column =1)
#file address field
text_entry = Entry(r1_content, width= 50)
text_entry.grid(row=0,column = 0)
chat_type = IntVar()
sky_radio = Radiobutton(r3_content, text="skyroom", variable = chat_type, value = 1)
adobe_radio = Radiobutton(r3_content, text="adobe", variable = chat_type, value = 2)
bigblue_radio = Radiobutton(r3_content, text="bigbluebutton", variable = chat_type, value = 3)
sky_radio.grid(row=0,column=0)
adobe_radio.grid(row=0,column=1)
bigblue_radio.grid(row=0,column=2)
def calculate_sky():
#extracting data from chat file
chat = open(text_entry.get(),"r",encoding="utf-8")
text = ""
for line in chat.readlines():
text += line
pattern = r"(.+)\n(.+\n)+\d\d\/\d\d\/\d\d\d\d, (\d\d):(\d\d):(\d\d) \w\w"
matches = re.findall(pattern,text)
time_dict = dict()
for match in matches:
hour = int(match[2])
minute = int(match[3])
time = hour*60+minute
a = time_dict.get(match[0])
if a == None :
time_dict[match[0]] = []
else:
time_dict[match[0]].append(time)
return time_dict
def calculate_adobe():
chat_file = open(text_entry.get(),'r',encoding='utf-8')
text = ""
for line in chat_file.readlines():
text += line
soup = BeautifulSoup(text, features="html.parser")
time_dict = dict()
for obj in soup.find_all("object"):
if obj.find_next('name').text != ' ':
a = time_dict.get(obj.find_next('name').text)
if a == None :
time_dict[obj.find_next('name').text] = []
else:
time_dict[obj.find_next('name').text].append(int(int(obj.time.text)/60000))
return time_dict
def calculate_blue():
chat = open(text_entry.get(),"r",encoding="utf-8")
text = ""
for line in chat.readlines():
text += line
pattern = r'\[(\d\d):(\d\d)] (.+) : (.+)'
matches = re.findall(pattern,text)
time_dict = dict()
for match in matches:
hour = int(match[0])
minute = int(match[1])
time = hour*60+minute
a = time_dict.get(match[2])
if a == None :
time_dict[match[2]] = []
else:
time_dict[match[2]].append(time)
return time_dict
#draw plot
def show_plot(time_dict):
names = []
times_series = []
all_times = []
for key in time_dict.keys():
for x in time_dict[key]:
all_times.append(int(x))
min_time = np.min(all_times)
avg_time = np.mean(all_times) - min_time
for key in time_dict.keys():
names.append(_(key))
t = []
for x in time_dict[key]:
t.append(int(x)-min_time)
times_series.append(t)
names.append("")
times_series.append([])
fig1, ax1 = plt.subplots(figsize=(13,7))
fig1.subplots_adjust(left=0.06, right=0.94 , bottom=0.3)
ax1.set_title(_("گزارش مشارکت دانش اموزان در کلاس"))
ax1.boxplot(times_series, medianprops={'color':'darkorange','linewidth':2}, boxprops={"color":"green",'linewidth':2})
ax1.axhline(avg_time,linestyle="--", color='red', alpha=0.5)
plt.annotate(_("میانگین زمان کل پیامها"),xy=(len(names),avg_time), xytext=(len(names),avg_time+5),
arrowprops=dict(facecolor='black', shrink=0.05),rotation=90)
plt.ylabel(_("زمان به دقیقه"),color='red')
plt.grid(True,linestyle='--', which='major',color='blue', alpha=.25)
for i in range(len(names)):
y = times_series[i]
x = np.random.normal([i+1],0.05,len(y))
plt.plot(x, y, 'ro', alpha=0.3)
prop = FontProperties()
prop.set_file("IRANSansWeb.ttf")
plt.xticks(range(1,len(names)+1),names,rotation=90, fontproperties=prop)
plt.show()
def calculate():
if chat_type.get() == 1:
show_plot(calculate_sky())
if chat_type.get() == 2:
show_plot(calculate_adobe())
if chat_type.get() == 3:
show_plot(calculate_blue())
btn_3 = Button(r4_content,text="نمایش نمودار", command = calculate, width = 20)
btn_3.grid(row=0)
window.mainloop()