TMDB's recommendation added

app.py

@@ -10,6 +10,14 @@ def fetch_poster(movie_id):
     full_path = "https://image.tmdb.org/t/p/w500/" + poster_path
     return full_path
 
+def fetch_poster_tmdb(movie_id):
+    url = "https://api.themoviedb.org/3/movie/{}/recommendations?api_key=8265bd1679663a7ea12ac168da84d2e8&language=en-US&page=1".format(movie_id[0])
+    data = requests.get(url)
+    data = data.json()
+    full_path = data['results']
+    
+    return full_path
+    
 def recommend(movie):
     index = movies[movies['title_x'] == movie].index[0]
     distances = sorted(list(enumerate(similarity[index])), reverse=True, key=lambda x: x[1])
@@ -23,7 +31,17 @@ def recommend(movie):
 
     return recommended_movie_names,recommended_movie_posters
 
-
+def recommend_tmdb(movie):
+    recommended_movie_names = []
+    recommended_movie_posters = []
+    # fetch the movie poster
+    movie_id = movies[movies.title_x==movie].id.values
+    data = fetch_poster_tmdb(movie_id)
+    for i in range(5):
+        recommended_movie_posters.append("https://image.tmdb.org/t/p/w500/"+fetch_poster_tmdb(movie_id)[i]['poster_path'])
+        recommended_movie_names.append(fetch_poster_tmdb(movie_id)[i]['title'])
+    return recommended_movie_names,recommended_movie_posters
+    
 st.header(r"My Recommendation VS TMDB's Recommendation")
 movies = pickle.load(open('movie_list.pkl','rb'))
 similarity = pickle.load(open('similarity.pkl','rb'))
@@ -34,7 +52,7 @@ selected_movie = st.selectbox(
     movie_list
 )
 
-if st.button('Show Recommendation'):
+if st.button('Show My Recommendation'):
     recommended_movie_names,recommended_movie_posters = recommend(selected_movie)
     col1, col2, col3, col4, col5 = st.columns(5)
     with col1:
@@ -53,3 +71,23 @@ if st.button('Show Recommendation'):
     with col5:
         st.text(recommended_movie_names[4])
         st.image(recommended_movie_posters[4])
+        
+if st.button("Show TMDB's Recommendation"):
+    recommended_movie_names,recommended_movie_posters = recommend_tmdb(selected_movie)
+    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])