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Copy pathuser_interface.py
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248 lines (203 loc) · 8.19 KB
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import tkinter as tk
from tkinter import END, ttk
from tkinter.messagebox import showinfo
from recommender_system import Recommender
class GUI:
def __init__(self, recommender: Recommender, anime=False):
self.root = tk.Tk()
self.recommender = recommender
self.is_anime = anime
self.all_movies = recommender.get_movie_names(anime)
self.selected_movies = []
self.selected_movies_ids = []
self.selected_indices = []
def init_window(self):
self.root.geometry('1000x600')
self.root.resizable(True, True)
self.root.title('Empfehlungsdienst')
def init_list(self):
movies_var = tk.StringVar(value=self.all_movies)
self.listbox = tk.Listbox(
self.root,
listvariable=movies_var,
height=20,
width=100,
selectmode='single')
self.listbox.pack()
self.listbox.bind('<<ListboxSelect>>', self.items_selected)
def init_list_of_selected_items(self):
selected_movies_var = tk.StringVar(value=self.selected_movies)
self.listbox_of_selected_items = tk.Listbox(
self.root,
listvariable=selected_movies_var,
height=8,
width=80,
selectmode='single')
self.listbox_of_selected_items.pack(side="left")
self.listbox_of_selected_items.bind('<<ListboxSelect>>', self.items_selected_of_selected_movies_list)
def init_list_of_recommended_movies(self):
recommended = tk.StringVar(value=self.selected_movies)
self.listbox_of_recommended_movies = tk.Listbox(
self.root,
listvariable=recommended,
height=8,
width=80,
selectmode='single')
self.listbox_of_recommended_movies.pack(side="right")
def init_text_field(self):
self.inputtxt = tk.Text(self.root,
height=2,
width=20)
self.inputtxt.pack()
def init_search_button(self):
self.printButton = tk.Button(self.root,
text="Suche",
command=self.search)
self.printButton.pack()
def init_rate_button(self):
self.rate_button = tk.Button(self.root,
text="Auswahl löschen",
command=self.reset_selection)
self.rate_button.pack()
def init_recommend_button(self):
self.recommend_button = tk.Button(self.root,
text="Empfehlung",
command=self.start_recommendation)
self.recommend_button.pack()
def init_label(self):
self.label = tk.Label(self.root, text="")
self.label.pack()
def update_list(self, movies: tuple):
self.listbox.delete(0, END)
for i, movie in enumerate(movies):
self.listbox.insert(i, movie)
def update_list_of_selected_movies(self):
self.listbox_of_selected_items.delete(0, END)
for i, movie in enumerate(self.selected_movies):
self.listbox_of_selected_items.insert(i, movie)
def update_list_of_recommended_movies(self, recommended_movies: list):
self.listbox_of_recommended_movies.delete(0, END)
for i, movie in enumerate(recommended_movies):
self.listbox_of_recommended_movies.insert(i, movie)
def reset_selection(self):
self.selected_movies = []
self.selected_movies_ids = []
def search(self):
inp = self.inputtxt.get(1.0, "end-1c")
search_result = self.recommender.search_movies(inp, self.is_anime)
self.update_list(tuple(search_result))
def get_movie_ids(self):
self.selected_movies_ids = []
if self.is_anime:
for movie in self.selected_movies:
self.selected_movies_ids += self.recommender.animes.loc[self.recommender.animes["title"] == movie]["Id"].to_list()
else:
for movie in self.selected_movies:
self.selected_movies_ids += self.recommender.movies.loc[self.recommender.movies["title"] == movie]["Id"].to_list()
print(self.selected_movies_ids)
def items_selected(self, event):
""" handle item selected event
"""
selected_indices = self.listbox.curselection()
# selected_movies = ", ".join([self.listbox.get(i) for i in selected_indices])
self.selected_movies += [self.listbox.get(i) for i in selected_indices]
self.update_list_of_selected_movies()
print(self.selected_movies)
def items_selected_of_selected_movies_list(self, event):
""" handle item selected event
"""
selected_indices = self.listbox_of_selected_items.curselection()
# selected_movies = ", ".join([self.listbox.get(i) for i in selected_indices])
movie_to_delete = [self.listbox_of_selected_items.get(i) for i in selected_indices]
for i, movie in enumerate(self.selected_movies):
if movie == movie_to_delete[0]:
del self.selected_movies[i]
self.update_list_of_selected_movies()
def start_recommendation(self):
self.get_movie_ids()
movie_rating = []
for movie in self.selected_movies_ids:
if self.is_anime:
movie_rating += [(movie, 10)]
else:
movie_rating += [(movie, 5)]
self.recommender.create_new_user(1, movie_rating)
recommendation = self.recommender.recommend(5, self.is_anime)
print(recommendation)
result = ""
result2 = []
if self.is_anime:
for movie in recommendation:
result += self.recommender.animes.loc[self.recommender.animes["Id"] == movie[0]]["title"].to_string() + ", "
result2 += [self.recommender.animes.loc[self.recommender.animes["Id"] == movie[0]]["title"].to_string()]
else:
for movie in recommendation:
result += self.recommender.movies.loc[self.recommender.movies["Id"] == movie[0]]["title"].to_string() + ", "
result2 += [self.recommender.movies.loc[self.recommender.movies["Id"] == movie[0]]["title"].to_string()]
# self.label.config(text = "Empfehlung: "+result)
self.update_list_of_recommended_movies(result2)
def init_all(self):
self.init_window()
self.init_list()
self.init_text_field()
self.init_search_button()
# self.init_rate_button()
self.init_recommend_button()
# self.init_label()
self.init_list_of_selected_items()
self.init_list_of_recommended_movies()
# # create the root window
# root = tk.Tk()
# root.geometry('1000x500')
# root.resizable(True, True)
# root.title('Filme Empfehler')
# recommender = Recommender()
# root.columnconfigure(0, weight=1)
# root.rowconfigure(0, weight=1)
# # create a list box
# movies = recommender.get_movie_names()
# movies_var = tk.StringVar(value=movies)
# listbox = tk.Listbox(
# root,
# listvariable=movies_var,
# height=9,
# width=100,
# selectmode='extended')
# listbox.pack()
# def printInput():
# inp = inputtxt.get(1.0, "end-1c")
# search_result = recommender.search_movies(inp)
# search_result_str = ""
# for i in search_result:
# search_result_str += i + ", "
# lbl.config(text = "Suchergebnis: "+search_result_str)
# # TextBox Creation
# inputtxt = tk.Text(root,
# height = 2,
# width = 20)
# inputtxt.pack()
# # Button Creation
# printButton = tk.Button(root,
# text = "Print",
# command = printInput)
# printButton.pack()
# # Label Creation
# lbl = tk.Label(root, text = "")
# lbl.pack()
# # movies = recommend(5)
# # for movie in movies:
# # print(movielist.loc[movielist["Id"] == movie[0]])
# # handle event
# def items_selected(event):
# """ handle item selected event
# """
# # get selected indices
# selected_indices = listbox.curselection()
# # get selected items
# selected_movies = ",".join([listbox.get(i) for i in selected_indices])
# msg = f'You selected: {selected_movies}'
# showinfo(
# title='Information',
# message=msg)
# listbox.bind('<<ListboxSelect>>', items_selected)
# root.mainloop()