Upload app.py

app.py

@@ -0,0 +1,75 @@
+import streamlit as st
+import pickle
+import requests
+
+def fetch_poster(movie_id):
+     url = "https://api.themoviedb.org/3/movie/{}?api_key=c7ec19ffdd3279641fb606d19ceb9bb1&language=en-US".format(movie_id)
+     data=requests.get(url)
+     data=data.json()
+     poster_path = data['poster_path']
+     full_path = "https://image.tmdb.org/t/p/w500/"+poster_path
+     return full_path
+
+movies = pickle.load(open("movies_list.pkl", 'rb'))
+similarity = pickle.load(open("similarity.pkl", 'rb'))
+movies_list=movies['title'].values
+
+st.header("Movie Recommender System")
+
+import streamlit.components.v1 as components
+
+imageCarouselComponent = components.declare_component("image-carousel-component", path="frontend/public")
+
+
+imageUrls = [
+    fetch_poster(1632),
+    fetch_poster(299536),
+    fetch_poster(17455),
+    fetch_poster(2830),
+    fetch_poster(429422),
+    fetch_poster(9722),
+    fetch_poster(13972),
+    fetch_poster(240),
+    fetch_poster(155),
+    fetch_poster(598),
+    fetch_poster(914),
+    fetch_poster(255709),
+    fetch_poster(572154)
+   
+    ]
+
+
+imageCarouselComponent(imageUrls=imageUrls, height=200)
+selectvalue=st.selectbox("Select movie from dropdown", movies_list)
+
+def recommend(movie):
+    index=movies[movies['title']==movie].index[0]
+    distance = sorted(list(enumerate(similarity[index])), reverse=True, key=lambda vector:vector[1])
+    recommend_movie=[]
+    recommend_poster=[]
+    for i in distance[1:6]:
+        movies_id=movies.iloc[i[0]].id
+        recommend_movie.append(movies.iloc[i[0]].title)
+        recommend_poster.append(fetch_poster(movies_id))
+    return recommend_movie, recommend_poster
+
+
+
+if st.button("Show Recommend"):
+    movie_name, movie_poster = recommend(selectvalue)
+    col1,col2,col3,col4,col5=st.columns(5)
+    with col1:
+        st.text(movie_name[0])
+        st.image(movie_poster[0])
+    with col2:
+        st.text(movie_name[1])
+        st.image(movie_poster[1])
+    with col3:
+        st.text(movie_name[2])
+        st.image(movie_poster[2])
+    with col4:
+        st.text(movie_name[3])
+        st.image(movie_poster[3])
+    with col5:
+        st.text(movie_name[4])
+        st.image(movie_poster[4])