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main.py
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import pickle
import streamlit as st
import requests
# Find more emojis here: https://www.webfx.com/tools/emoji-cheat-sheet/
#--- FETCHING MOVIE POSTER USING API
def fetch_poster(movie_id):
url = "https://api.themoviedb.org/3/movie/{}?api_key=ff1edc228ea8fb5ef32fafdd035330e2".format(movie_id)
data = requests.get(url)
data = data.json()
poster_path = data['poster_path']
full_path = "https://image.tmdb.org/t/p/original" + poster_path
return full_path
# -- FETCHING THE MOVIE RECOMMENDED MOVIE TITLE---
def recommend(movie):
index = movies[movies['title'] == movie].index[0]
distances = sorted(list(enumerate(similarity[index])), reverse=True, key=lambda x: x[1])
recommended_movie_names = []
recommended_movie_posters = []
for i in distances[1:11]:
# fetch the movie poster
movie_id = movies.iloc[i[0]].movie_id
recommended_movie_posters.append(fetch_poster(movie_id))
recommended_movie_names.append(movies.iloc[i[0]].title)
return recommended_movie_names,recommended_movie_posters
st.set_page_config(page_title='Movie Recommender System',layout="wide")
st.subheader("Hi, I am Prasant Poudel:wave:")
st.write("Small Project :panda_face:")
st.header('Movie Recommender System:clapper:')
#-- Pickle loading -----
movies = pickle.load(open('movie.pkl','rb'))
similarity = pickle.load(open('similarity.pkl','rb'))
movie_list = movies['title'].values
#-- DROPDOWN BOX
selected_movie = st.selectbox("Type or select a movie from the dropdown",movie_list)
#--- Display part----
if st.button('Show Recommendation'):
recommended_movie_names,recommended_movie_posters = recommend(selected_movie)
# col1, col2, col3, col4, col5,col6,col7,col8,col9,col10 = st.columns(10)
col1, col2, col3, col4, col5=st.columns(5)
with col1:
st.text(recommended_movie_names[0])
st.image(recommended_movie_posters[0])
with col2:
st.text(recommended_movie_names[1])
st.image(recommended_movie_posters[1])
with col3:
st.text(recommended_movie_names[2])
st.image(recommended_movie_posters[2])
with col4:
st.text(recommended_movie_names[3])
st.image(recommended_movie_posters[3])
with col5:
st.text(recommended_movie_names[4])
st.image(recommended_movie_posters[4])
col6,col7,col8,col9,col10 = st.columns(5)
with col6:
st.text(recommended_movie_names[5])
st.image(recommended_movie_posters[5])
with col7:
st.text(recommended_movie_names[6])
st.image(recommended_movie_posters[6])
with col8:
st.text(recommended_movie_names[7])
st.image(recommended_movie_posters[7])
with col9:
st.text(recommended_movie_names[8])
st.image(recommended_movie_posters[8])
with col10:
st.text(recommended_movie_names[9])
st.image(recommended_movie_posters[9])
st.write("[Download From here>](https://vegamovies.buzz/)")
# Use local CSS
def local_css(file_name):
with open(file_name) as f:
st.markdown(f"<style>{f.read()}</style>", unsafe_allow_html=True)
local_css("style/style.css")
# ---- CONTACT ----
with st.container():
st.write("---")
st.header("Get In Touch With Me!")
st.write("##")
contact_form = """
<form action="https://formsubmit.co/777905928e24cdc5bc894c8a18977a3f" method="POST">
<input type="hidden" name="_captcha" value="false">
<input type="text" name="name" placeholder="Your name" required>
<input type="email" name="email" placeholder="Your email" required>
<textarea name="message" placeholder="Your message here" required></textarea>
<button type="submit">Send</button>
</form>
"""
left_column, right_column = st.columns(2)
with left_column:
st.markdown(contact_form, unsafe_allow_html=True)
with right_column:
st.empty()