diff --git a/Code/recommenderapp/app.py b/Code/recommenderapp/app.py
index dc94f4631..4b9b50fa6 100644
--- a/Code/recommenderapp/app.py
+++ b/Code/recommenderapp/app.py
@@ -63,7 +63,7 @@ def feedback():
Handles user feedback submission and mails the results.
"""
data = json.loads(request.data)
- user_email = "adipai16@gmail.com"
+ user_email = "11rishi.singhal@gmail.com"
send_email_to_user(user_email, beautify_feedback_data(data))
return data
diff --git a/Code/recommenderapp/constants.py b/Code/recommenderapp/constants.py
index 31a92b464..3ea96a895 100644
--- a/Code/recommenderapp/constants.py
+++ b/Code/recommenderapp/constants.py
@@ -2,30 +2,30 @@
This module contains all the constants
"""
-EMAIL_HTML_CONTENT = """
-
-
-
- Movie Recommendations from PopcornPicks
- Dear Movie Enthusiast,
- We hope you're having a fantastic day!
-
-
Your Movie Recommendations:
-
Movies Liked:
-
-
Movies Disliked:
-
-
Movies Yet to Watch:
-
-
Enjoy your movie time with PopcornPicks!
- Best regards,
PopcornPicks Team 🍿
-
-
- """
+EMAIL_HTML_CONTENT ="""
+
+
+
+ Movie Recommendations from PopcornPicks
+ Dear Movie Enthusiast,
+ We hope you're having a fantastic day!
+
+
Your Movie Recommendations:
+
Movies Liked:
+
+
Movies Disliked:
+
+
Movies Yet to Watch:
+
+
Enjoy your movie time with PopcornPicks!
+ Best regards,
PopcornPicks Team 🍿
+
+
+ """
diff --git a/Code/recommenderapp/utils.py b/Code/recommenderapp/utils.py
index 7858f4244..3b588d3e7 100644
--- a/Code/recommenderapp/utils.py
+++ b/Code/recommenderapp/utils.py
@@ -6,7 +6,42 @@
from email.mime.multipart import MIMEMultipart
import constants as c
+import pandas as pd
+def create_colored_tags(genres):
+ """
+ Utility function for creating colored tags for movie genres
+ """
+ # Define colors for specific genres
+ genre_colors = {
+ 'Musical': '#FF1493', # DeepPink
+ 'Sci-Fi': '#00CED1', # DarkTurquoise
+ 'Mystery': '#8A2BE2', # BlueViolet
+ 'Thriller': '#FF4500', # OrangeRed
+ 'Horror': '#FF0000', # Red
+ 'Documentary': '#228B22', # ForestGreen
+ 'Fantasy': '#FF8C00', # DarkOrange
+ 'Adventure': '#FFD700', # Gold
+ 'Children': '#32CD32', # LimeGreen
+ 'Film-Noir': '#000000', # Black
+ 'Comedy': '#FFD700', # Gold
+ 'Crime': '#8B0000', # DarkRed
+ 'Drama': '#8B008B', # DarkMagenta
+ 'Western': '#FF6347', # Tomato
+ 'IMAX': '#7FFFD4', # Aquamarine
+ 'Action': '#FF4500', # OrangeRed
+ 'War': '#B22222', # FireBrick
+ '(no genres listed)': '#A9A9A9', # DarkGray
+ 'Romance': '#FF69B4', # HotPink
+ 'Animation': '#20B2AA' # LightSeaGreen
+ }
+ tags = []
+ for genre in genres:
+ color = genre_colors.get(genre, '#CCCCCC') # Default color if not found
+ tag = f'{genre}'
+ tags.append(tag)
+
+ return ' '.join(tags)
def beautify_feedback_data(data):
"""
@@ -52,12 +87,24 @@ def send_email_to_user(recipient_email, categorized_data):
message['From'] = sender_email
message['To'] = recipient_email
message['Subject'] = subject
+
+ # Load the CSV file into a DataFrame
+ movie_genre_df = pd.read_csv('../../data/movies.csv')
+
+ # Create a dictionary to map movies to their genres
+ movie_to_genres = {}
+
+ for index, row in movie_genre_df.iterrows():
+ movie = row['title']
+ genres = row['genres'].split('|')
+ movie_to_genres[movie] = genres
# Create the email message with HTML content
- html_content = c.EMAIL_HTML_CONTENT.format('\n'.join(f'{movie}' for movie in categorized_data['Liked']),
- '\n'.join(
- f'{movie}' for movie in categorized_data['Disliked']),
- '\n'.join(f'{movie}' for movie in categorized_data['Yet to Watch']))
+ html_content = c.EMAIL_HTML_CONTENT.format(
+ '\n'.join(f'{movie} {create_colored_tags(movie_to_genres.get(movie, ["Unknown Genre"]))}
' for movie in categorized_data['Liked']),
+ '\n'.join(f'{movie} {create_colored_tags(movie_to_genres.get(movie, ["Unknown Genre"]))}
' for movie in categorized_data['Disliked']),
+ '\n'.join(f'{movie} {create_colored_tags(movie_to_genres.get(movie, ["Unknown Genre"]))}
' for movie in categorized_data['Yet to Watch']))
+
# Attach the HTML email body
message.attach(MIMEText(html_content, 'html'))