import tkinter as tk
from tkinter import filedialog
from tkinter import BOTTOM, RIDGE, RIGHT, Label, Menu, Toplevel, ttk
from tkinter.messagebox import showwarning
from tkinter.font import NORMAL
from tkinter.messagebox import showinfo
from tkinter.filedialog import askopenfilename
from tkinter import DISABLED
import csv
import xlsxwriter
import tkinter
##import sentence_transformers
import pandas as pd
import sys
import os
from sklearn.metrics import f1_score
from matplotlib import pyplot as plt
from sklearn.metrics import confusion_matrix, classification_report
import seaborn as sns
from Skript.english.run_SAG_mnli import main as english_backend
from Skript.german.run_LR_SBERT import main as german_backend
class App(ttk.Frame):
def __init__(self, parent):
ttk.Frame.__init__(self)
# Make the app responsive
for index in [0, 1, 2]:
self.columnconfigure(index=index, weight=1)
self.rowconfigure(index=index, weight=1)
# Create value list
self.combo_list = ["Choose language of input data", "English", "German"]
# Create a Frame for input widgets
self.widgets_frame = ttk.Frame(self)
self.widgets_frame.grid(
row=1, column=1, sticky="nsew", rowspan=8
)
self.widgets_frame.columnconfigure(index=0, weight=1)
root.lift(self.widgets_frame)
# Set Menu list
self.menubar = Menu(root)
root.configure(menu=self.menubar)
self.options_menu = Menu(self.menubar)
self.options_menu.add_command(label='Fenster schließen', command=root.destroy)
self.options_menu.add_cascade(label='Optionen', menu=self.options_menu)
# create labelframe for the file names read in
labelframe = tk.LabelFrame(self.widgets_frame, text="Input File", height=80, width=300, font=("Segoeui 10"))
labelframe.grid(row=25, column=0, padx=1, pady=15, sticky="nsew")
text = tk.Label(labelframe, text="", font=("Segoeui 10"))
text.pack()
labelframe.update()
# open filechooser for .csv-files, set the state for the "Start" button1 and show infoboxes
self.csv_file_path = ""
def import_csv_data():
csv_file_path = askopenfilename(
title="Open .csv file", initialdir='Dokumente', filetypes=(
("Excel files", "*.xlsx"), ("csv files", "*.csv"), ("tsv files", "*.tsv"), ("all files", "*.*")))
# update the labelframe with the file cut down to only filename w/o path
text.configure(text=os.path.basename(csv_file_path))
# windows path:
csv_file_path = csv_file_path.replace("/", "\\")
indexIdent = csv_file_path
# Set environment for output.csv files
output_str = 'Skript\\outputs\\test.tsv'
# Windows path:
output_str = resource_path(output_str)
# Excel files are parsed into csv files
if indexIdent.endswith('.xlsx'):
# Check if file exists
if os.path.exists(csv_file_path):
# showinfo(title="debug_info", message=output_str + "\n" + indexIdent)
read_file = pd.read_excel(indexIdent)
read_file.to_csv(output_str, index=None, header=True, quoting=csv.QUOTE_NONE, escapechar="\t",
sep='\t')
# when the input data has been loaded, highlight the Start button to indicate that
# grading can now commence
self.style = ttk.Style(self)
self.style.configure('Wild.TButton', font=('Helvetica', 14, 'bold'),
foreground='green')
self.button1.config(state=NORMAL, style='Wild.TButton')
print(self.button1.winfo_class())
labelframe.update()
root.update()
print(self.button1.winfo_class())
else:
showinfo(
title="Information",
message="File " + csv_file_path + " could not be found."
# message="Please choose a file"
)
else:
showinfo(
title="Information",
message="File " + csv_file_path + " could not be opened. Is it an Excel Sheet?"
# message="Please choose a file"
)
# New output window for showing the content of a csv file
def open_new_window():
new_window = Toplevel(root)
new_window.protocol("WM_DELETE_WINDOW", new_window.destroy)
new_window.title("ASYST Evaluated Results")
new_window.geometry("850x500")
new_window.iconbitmap(resource_path("icon.ico"))
lab = Label(new_window, text="Results\n\nClick on Save As button below to view the file",
font=("Segoeui 20 bold"))
lab.pack(padx=0, pady=35)
# container = ttk.Frame(new_window)
# canvas = tk.Canvas(container)
# scrollbary = ttk.Scrollbar(container, orient='vertical', command=canvas.yview)
# scrollbar = ttk.Scrollbar(container, orient="horizontal", command=canvas.xview)
# scrollable_frame = ttk.Frame(canvas)
# scrollable_frame.bind(
# "<Configure>",
# lambda e: canvas.configure(
# scrollregion=canvas.bbox("all")
# )
# )
# canvas.configure(scrollregion=canvas.bbox("all"))
# canvas.create_window((4, 4), window=scrollable_frame)
csv_file_path = resource_path("Skript\\outputs\\predictions.txt");
#############
# Read the csv file and parse it into the table
# with open((csv_file_path), "r", newline="", encoding="utf8") as f:
#
# reader = csv.reader(f, delimiter="\t")
# r = 0
# for col in reader:
# c = 0
# for row in col:
# # variable column width
# col_width = 65
# anch = 'center'
# match c:
# case 0:
# col_width = 10 # ID is short
# anch = 'w'
# case 3:
# col_width = 20 # label is short
# anch = 'w'
# case 4:
# col_width = 20 # label is short
# anch = 'w'
#
# label = Label(scrollable_frame, width=col_width, height=4, text=row, wraplength=500,
# anchor=anch, relief=RIDGE,
# font=("Segoeui 10"))
# label.grid(row=r + 1, column=c + 1)
# string_c = "incorrect"
# if string_c in row:
# label.config(bg="red")
# c += 1
# r += 1
#
# canvas.config(height=500, width=1500, xscrollcommand=scrollbar.set, yscrollcommand=scrollbary.set)
# canvas.configure(xscrollcommand=scrollbar.set, yscrollcommand=scrollbary.set)
# scrollbary.pack(side=RIGHT, fill=tk.Y)
# scrollbar.pack(side=BOTTOM, fill=tk.X)
################################
save_button = ttk.Button(new_window, text="Save as ...", command=save_as_excel)
save_button.pack(side=BOTTOM, expand=True)
# container.pack(padx=30, pady=15, fill="both", expand=True)
# canvas.pack(fill="both", expand=True)
def save_as_excel():
csvfile = "Skript\\outputs\\predictions.txt"
name = "predictions.xlsx"
# for Windows:
csvfile = resource_path(csvfile)
t = tkinter.filedialog.asksaveasfile(initialfile=name, mode='w',
filetypes=[("All Files", "*.*"), ("Excel Files", "*.xlsx")],
defaultextension=".xlsx")
if t is not None: # Check if the user didn't click Cancel
file_path = t.name # Save the location of the saved file
# print(file_path)
workbook = xlsxwriter.Workbook(t.name)
# changes here for format highlight correct and incorrect
cell_format1 = workbook.add_format()
cell_format1.set_pattern(1) # This is optional when using a solid fill.
cell_format1.set_bg_color('green')
cell_format1.set_bold()
cell_format2 = workbook.add_format()
cell_format2.set_pattern(1) # This is optional when using a solid fill.
cell_format2.set_bg_color('red')
cell_format2.set_bold()
worksheet = workbook.add_worksheet()
with open(csvfile, 'rt', encoding='utf8') as f:
reader = csv.reader(f, delimiter="\t")
for r, row in enumerate(reader):
for c, col in enumerate(row):
if col == "correct":
worksheet.write(r, c, col, cell_format1)
elif col == "incorrect":
worksheet.write(r, c, col, cell_format2)
else:
worksheet.write(r, c, col)
workbook.close()
t.close()
os.system(file_path)
def start_progress():
# Initializing busy state for cursor
root.config(cursor="wait")
self.button1.config(state=DISABLED)
self.button2.config(state=DISABLED)
root.update()
# start the correct backend pipeline
if self.combobox.get() == 'English':
showinfo(
title="Information",
message="Generating grade suggestions for English student answers. This may take a little while.")
# run English backend
english_backend()
elif self.combobox.get() == 'German':
showinfo(
title="Information",
message="Generating grade suggestions for German student answers. This may take a little while.")
# run German/multilingual backend
german_backend()
self.button1.config(state=NORMAL)
self.button2.config(state=NORMAL)
root.update()
root.config(cursor="")
# Evaluation window
open_new_window()
self.button2 = ttk.Button(self.widgets_frame, text="Input file", command=import_csv_data, state=DISABLED)
self.button2.grid(row=9, column=0, padx=5, pady=10, sticky="nsew")
# select language, "Choose language" as default
self.combobox = ttk.Combobox(
self.widgets_frame, values=self.combo_list)
self.combobox.current(0)
self.combobox.grid(row=5, column=0, padx=5, pady=10, sticky="ew")
# set state for button2("Input"-button) and if 'Spanish' is chosen in the combobox disable both buttons
def set_buttons_state(event):
self.button2.config(state="normal")
# print('State changed')
if self.combobox.get() == 'Spanish':
showwarning(title="Information", message="Not available")
self.button1.config(state="disabled")
self.button2.config(state="disabled")
# get events from changing combobox
self.combobox.bind('<<ComboboxSelected>>', set_buttons_state)
self.button1 = ttk.Button(self.widgets_frame, text="Start",
command=start_progress,
state=tk.DISABLED)
self.button1.grid(row=12, column=0, padx=1, pady=5, sticky="nsew")
def resource_path(relative_path):
if getattr(sys, 'frozen', False):
# running in a bundle
bundle_dir = sys._MEIPASS
else:
bundle_dir = os.path.dirname(os.path.abspath(__file__))
return os.path.join(bundle_dir, relative_path)
# Override stdout and stderr with NullWriter in GUI --noconsole mode
# This allows us to avoid a bug where tqdm try to write on NoneType
# https://github.com/tqdm/tqdm/issues/794
class NullWriter:
def write(self, data):
pass
if __name__ == "__main__":
# Override stdout and stderr with NullWriter in GUI --noconsole mode
# This allows us to avoid a bug where tqdm try to write on NoneType
# https://github.com/tqdm/tqdm/issues/794
if sys.stdout is None:
sys.stdout = NullWriter()
if sys.stderr is None:
sys.stderr = NullWriter()
root = tk.Tk()
root.title("ASYST")
# Set the theme
root.tk.call("source", resource_path("azure.tcl"))
root.tk.call("set_theme", "light")
app = App(root)
app.pack(fill="both", expand=True)
root.update()
root.geometry("850x600")
root.iconbitmap(resource_path("icon.ico"))
# stop the program completely upon closing the window
root.protocol("WM_DELETE_WINDOW", root.destroy)
root.mainloop()