Update programmeRecommendation.py

programmeRecommendation.py

@@ -60,16 +60,16 @@ def recommendMoviesByKeywordsAndGenres(keywordToSearchBy, genres, referenceProgr
     if keywordToSearchBy:
         #search for event name in the programme title first 
         filtered_movies = movieslist[movieslist['programmetitle'].str.contains(keywordToSearchBy, case=False)]
+        filtered_movies = filtered_movies[filtered_movies['genredescription'].apply(
+            lambda genre_list: all(genre.lower() in [g.lower().strip() for g in genre_list.split(',')] for genre in genres))]
         if len(filtered_movies) == 0:
         # Step 1: Filter the DataFrame to find movies that match the given keyword
             filtered_movies = movieslist[movieslist['Name'].str.contains(keywordToSearchBy, case=False)]
+            filtered_movies = filtered_movies[filtered_movies['genredescription'].apply(
+            lambda genre_list: all(genre.lower() in [g.lower().strip() for g in genre_list.split(',')] for genre in genres))]
 
     if  len(filtered_movies) == 0:
-        return recommendMoviesByTitle(referenceProgrammeTitle)        
-
-    # Step 2: Further filter the movies based on the list of genres
-    filtered_movies = filtered_movies[filtered_movies['genredescription'].apply(
-            lambda genre_list: all(genre.lower() in [g.lower().strip() for g in genre_list.split(',')] for genre in genres))]
+        return recommendMoviesByTitle(referenceProgrammeTitle) 
 
     if filtered_movies.empty:
         return("No movies found with the given keyword and genres.")