second commit

app.py

@@ -0,0 +1,96 @@
+import streamlit as st
+import pandas as pd
+import pickle
+import requests
+
+def fetch_poster(movie_id):
+    url = "https://api.themoviedb.org/3/movie/{}?api_key=8265bd1679663a7ea12ac168da84d2e8&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
+
+def recommend(movie):
+    movie_index = movies[movies['title'] == movie].index[0]
+    distances = similarity[movie_index]
+    movies_list = sorted(list(enumerate(distances)), reverse =True,key=lambda x: x[1])[1:6]
+
+    recommended_movies = []
+    recommended_movies_posters = []
+    for i in movies_list:
+        movie_id = movies.iloc[i[0]].movie_id
+        # Help to fetch poster from api
+        recommended_movies.append(movies.iloc[i[0]]['title'])
+        recommended_movies_posters.append(fetch_poster(movie_id))
+    return recommended_movies, recommended_movies_posters
+
+
+movies = pickle.load(open('movies.pkl','rb'))
+similarity  = pickle.load(open('similarity.pkl', 'rb'))
+st.title('Movie Recommendation App')
+
+selected_movie = st.selectbox(
+'Select a movie to get recommendations',
+movies['title'].values)
+
+if st.button('Get Recommendations'):
+    names,posters = recommend(selected_movie)
+    
+    col1, col2, col3,col4,col5 = st.columns(5)
+    with col1:
+        st.text(names[0])
+        st.image(posters[0])
+
+    with col2:
+        st.text(names[1])
+        st.image(posters[1])
+
+    with col3:
+        st.text(names[2])
+        st.image(posters[2])
+
+    with col4:
+        st.text(names[3])
+        st.image(posters[3])
+
+    with col5:
+        st.text(names[4])
+        st.image(posters[4])      
+
+
+hide_streamlit_style = """
+            <style>
+            #MainMenu {visibility: hidden;}
+            footer {visibility: hidden;}
+            </style>
+            """
+st.markdown(hide_streamlit_style, unsafe_allow_html=True)
+footer="""<style>
+a:link , a:visited{
+color: yellow;
+background-color: transparent;
+text-decoration: underline;
+}
+
+a:hover,  a:active {
+color: white;
+# background-color: transparent;
+text-decoration: underline;
+}
+
+.footer {
+position: fixed;
+left: 0;
+bottom: 0;
+width: 100%;
+color: white;
+text-align: center;
+text-size: 30px;
+}
+</style>
+<div class="footer">
+<p>Developed ❤ by Rishabh <a style='display: block; text-align: center;' href="https://www.twitter.com/rishabh_55/" target="_blank">Rishabh Rathore</a></p>
+</div>
+"""
+st.markdown(footer,unsafe_allow_html=True)