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Added genre tags, imdb elements for the front end and made unique co… #31

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Added genre tags, imdb elements for the front end and made unique co… #31

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2 changes: 1 addition & 1 deletion src/prediction_scripts/item_based.py
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Original file line number Diff line number Diff line change
Expand Up @@ -49,4 +49,4 @@ def recommend_for_new_user(user_rating):
by="recommended", ascending=False, inplace=True
)

return list(join_movies_and_recommendations["title"][:201])
return list(join_movies_and_recommendations["title"][:201]), list(join_movies_and_recommendations["genres"][:201]), list(join_movies_and_recommendations["imdb_id"][:201])
8 changes: 4 additions & 4 deletions src/recommenderapp/app.py
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Expand Up @@ -27,7 +27,7 @@ def landing_page():
"""
Renders the landing page.
"""
return render_template("landing_page.html")
return render_template("search_page.html")


@app.route("/predict", methods=["POST"])
Expand All @@ -42,9 +42,9 @@ def predict():
movie_with_rating = {"title": movie, "rating": 5.0}
if movie_with_rating not in training_data:
training_data.append(movie_with_rating)
recommendations = recommend_for_new_user(training_data)
recommendations = recommendations[:10]
resp = {"recommendations": recommendations}
recommendations, genres, imdb_id = recommend_for_new_user(training_data)
recommendations, genres, imdb_id = recommendations[:10], genres[:10], imdb_id[:10]
resp = {"recommendations": recommendations, "genres": genres, "imdb_id":imdb_id}
return resp


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0 ...ecommenderapp/templates/landing_page.html → ...recommenderapp/templates/search_page.html
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18 changes: 9 additions & 9 deletions src/recommenderapp/utils.py
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Expand Up @@ -19,23 +19,23 @@ def create_colored_tags(genres):
'Musical': '#FF1493', # DeepPink
'Sci-Fi': '#00CED1', # DarkTurquoise
'Mystery': '#8A2BE2', # BlueViolet
'Thriller': '#FF4500', # OrangeRed
'Horror': '#FF0000', # Red
'Thriller': '#FF6347', # Tomato
'Horror': '#FF4500', # OrangeRed
'Documentary': '#228B22', # ForestGreen
'Fantasy': '#FF8C00', # DarkOrange
'Fantasy': '#FFA500', # Orange
'Adventure': '#FFD700', # Gold
'Children': '#32CD32', # LimeGreen
'Film-Noir': '#000000', # Black
'Comedy': '#FFD700', # Gold
'Film-Noir': '#2F4F4F', # DarkSlateGray
'Comedy': '#FFB500', # VividYellow
'Crime': '#8B0000', # DarkRed
'Drama': '#8B008B', # DarkMagenta
'Western': '#FF6347', # Tomato
'IMAX': '#7FFFD4', # Aquamarine
'Action': '#FF4500', # OrangeRed
'Western': '#FF8C00', # DarkOrange
'IMAX': '#20B2AA', # LightSeaGreen
'Action': '#FF0000', # Red
'War': '#B22222', # FireBrick
'(no genres listed)': '#A9A9A9', # DarkGray
'Romance': '#FF69B4', # HotPink
'Animation': '#20B2AA' # LightSeaGreen
'Animation': '#4B0082' # Indigo
}
tags = []
for genre in genres:
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