Delete app4.py
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app4.py
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import tempfile
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import os
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import pickle
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import streamlit as st
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import requests
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from datetime import datetime
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st.set_page_config(page_title="๐ฌ Movie Recommender", page_icon="๐๏ธ", layout="wide")
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st.markdown("""
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<style>
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.movie-title {
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text-align: center;
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font-weight: bold;
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font-size: 22px;
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}
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.footer {
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text-align: center;
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font-size: 12px;
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color: grey;
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margin-top: 50px;
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}
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</style>
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""", unsafe_allow_html=True)
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# -------------------- Load Data --------------------
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try:
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movies = pickle.load(open('saved model/movie_list.pkl', 'rb'))
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similarity = pickle.load(open('saved model/similarity.pkl', 'rb'))
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except FileNotFoundError:
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st.error("โ Required data files (movie_list.pkl and similarity.pkl) not found.")
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st.stop()
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# -------------------- Helper Functions --------------------
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def fetch_poster(movie_id):
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try:
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url = f"https://api.themoviedb.org/3/movie/{movie_id}?api_key=8265bd1679663a7ea12ac168da84d2e8&language=en-US"
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response = requests.get(url)
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data = response.json()
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poster_path = data.get('poster_path')
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return f"https://image.tmdb.org/t/p/w500/{poster_path}" if poster_path else "https://via.placeholder.com/500x750?text=No+Image"
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except:
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return "https://via.placeholder.com/500x750?text=Error"
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def fetch_movie_details(movie_id):
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try:
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url = f"https://api.themoviedb.org/3/movie/{movie_id}?api_key=8265bd1679663a7ea12ac168da84d2e8&language=en-US"
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response = requests.get(url)
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data = response.json()
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overview = data.get('overview', 'No overview available.')
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rating = data.get('vote_average', 'No rating')
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release_date = data.get('release_date', 'No release date')
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genres = ', '.join([genre['name'] for genre in data.get('genres', [])])
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return overview, rating, release_date, genres
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except:
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return "No details available.", "No rating", "No release date", "No genres"
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def recommend(movie):
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if movie not in movies['title'].values:
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return [], [], []
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index = movies[movies['title'] == movie].index[0]
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distances = sorted(list(enumerate(similarity[index])), reverse=True, key=lambda x: x[1])
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recommended_names = []
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recommended_posters = []
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recommended_ids = []
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for i in distances[1:6]:
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movie_id = movies.iloc[i[0]].movie_id
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recommended_names.append(movies.iloc[i[0]].title)
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recommended_posters.append(fetch_poster(movie_id))
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recommended_ids.append(movie_id) # ุญูุธ ุงูู movie_id ูุชูุงุตูู ุงููููู
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return recommended_names, recommended_posters, recommended_ids
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# -------------------- Page 1: Welcome --------------------
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def page_1():
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st.markdown("<h1 style='text-align: center;'>๐ฌ Movie Recommender</h1>", unsafe_allow_html=True)
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st.markdown("<hr>", unsafe_allow_html=True)
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hour = datetime.now().hour
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greeting_time = "Good Morning โ๏ธ" if hour < 12 else "Good Evening ๐" if hour >= 18 else "Good Afternoon ๐ค๏ธ"
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st.markdown(f"### {greeting_time}")
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user_name = st.text_input("๐ค Enter your name:")
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if st.button("Continue to Movie Selection"):
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if user_name:
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st.session_state.name = user_name
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st.session_state.page = "select_movie"
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else:
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st.warning("Please enter your name first ๐")
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# -------------------- Page 2: All-In-One (Select, Rate, Recommend, Details) --------------------
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def page_2():
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st.markdown(f"### Hello, {st.session_state.name} ๐", unsafe_allow_html=True)
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movie_list = movies['title'].values
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selected_movie = st.selectbox("๐ฅ Select a Movie", movie_list)
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rating = st.slider("โญ Your Rating", 1, 10, 1)
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st.write(f"โ
Your rating: {rating} stars")
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# ุชููุฆุฉ ุงูู
ุชุบูุฑุงุช ูู ุงูุฌูุณุฉ
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if "show_recommendations" not in st.session_state:
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st.session_state.show_recommendations = False
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if "show_details" not in st.session_state:
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st.session_state.show_details = {}
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# ุฃุฒุฑุงุฑ ุงูุชุจุฏูู
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if st.button("๐ฏ Recommendations"):
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st.session_state.show_recommendations = not st.session_state.show_recommendations
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# ุนุฑุถ ุงูุชูุตูุงุช ุฅุฐุง ุชู
ุงูุชูุนูู
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if st.session_state.show_recommendations:
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with st.spinner("โณ Fetching recommendations..."):
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names, posters, ids = recommend(selected_movie)
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if names:
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st.markdown(f"### โ
Recommended Movies Similar to {selected_movie}:")
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cols = st.columns(5)
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for i in range(5):
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with cols[i]:
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details_key = f"details_{i}"
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if details_key not in st.session_state.show_details:
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st.session_state.show_details[details_key] = False
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if st.button(f"Show {names[i]} Details", key=details_key):
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st.session_state.show_details[details_key] = not st.session_state.show_details[details_key]
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if st.session_state.show_details.get(details_key, False):
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movie_id = ids[i]
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overview, vote_avg, release_date, genres = fetch_movie_details(movie_id)
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st.markdown(f"### ๐ Movie Details, {names[i]}:")
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st.markdown(f"**Overview**: {overview}")
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st.markdown(f"**Rating**: {vote_avg}/10")
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st.markdown(f"**Release Date**: {release_date}")
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st.markdown(f"**Genres**: {genres}")
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st.image(posters[i], use_container_width=True)
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st.markdown(f"<div class='movie-title'>{names[i]}</div>", unsafe_allow_html=True)
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else:
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st.warning("โ ๏ธ No recommendations found.")
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# ุชููุฆุฉ ุญุงูุฉ ุฅุธูุงุฑ ุงูุชูุงุตูู ุฅู ูู
ุชูู ู
ูุฌูุฏุฉ
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if "show_selected_details" not in st.session_state:
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st.session_state.show_selected_details = False
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# ุฒุฑ ุงูุชุจุฏูู ุจูู ุนุฑุถ/ุฅุฎูุงุก ุงูุชูุงุตูู
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if st.button(f"๐ Show Details of {selected_movie}"):
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st.session_state.show_selected_details = not st.session_state.show_selected_details
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# ุนุฑุถ ุงูุชูุงุตูู ุฅุฐุง ูุงูุช ุงูุญุงูุฉ ู
ูุนููุฉ
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if st.session_state.show_selected_details:
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movie_id = movies[movies['title'] == selected_movie].movie_id.iloc[0]
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overview, vote_avg, release_date, genres = fetch_movie_details(movie_id)
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st.markdown(f"### ๐ Movie Details, {selected_movie}:")
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st.markdown(f"**Overview**: {overview}")
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st.markdown(f"**Rating**: {vote_avg}/10")
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st.markdown(f"**Release Date**: {release_date}")
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st.markdown(f"**Genres**: {genres}")
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if st.button("๐ Back"):
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st.session_state.page = "welcome"
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# -------------------- Page Navigation --------------------
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if 'page' not in st.session_state:
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st.session_state.page = "welcome"
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if st.session_state.page == "welcome":
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page_1()
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elif st.session_state.page == "select_movie":
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page_2()
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# -------------------- Footer --------------------
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st.markdown("<hr>", unsafe_allow_html=True)
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st.markdown("<div class='footer'>ยฉ 2025 โข by Youssef โข Powered by TMDB API</div>", unsafe_allow_html=True)
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