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( # "", # 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('<>', 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()