Files
gander/web_server/utils/recommendation_utils.py
Chris-1010 b027b57b2a FIX: Categories' viewers for recommendations on HomePage;
FIX: New messages sent into chat by streamer are correctly highlighted;
REFACTOR: Remove console log & comment;
2025-03-09 22:12:30 +00:00

112 lines
4.5 KiB
Python

from database.database import Database
from typing import Optional, List
def get_user_preferred_category(user_id: int) -> Optional[int]:
"""
Queries user_preferences database to find users favourite streaming category and returns the category
"""
with Database() as db:
category = db.fetchone("""
SELECT category_id
FROM user_preferences
WHERE user_id = ?
ORDER BY favourability DESC
LIMIT 1
""", (user_id,))
return category["category_id"] if category else None
def get_followed_categories_recommendations(user_id: int, no_streams: int = 4) -> Optional[List[dict]]:
"""
Returns top streams given a user's category following
"""
with Database() as db:
streams = db.fetchall("""
SELECT u.user_id, title, u.username, num_viewers, category_name
FROM streams
JOIN users u ON streams.user_id = u.user_id
JOIN categories ON streams.category_id = categories.category_id
WHERE categories.category_id IN (SELECT category_id FROM followed_categories WHERE user_id = ?)
ORDER BY num_viewers DESC
LIMIT ?;
""", (user_id, no_streams))
return streams
def get_followed_your_categories(user_id: int) -> Optional[List[dict]]:
"""
Returns all user followed categories
"""
with Database() as db:
categories = db.fetchall("""
SELECT categories.category_name
FROM categories
JOIN followed_categories
ON categories.category_id = followed_categories.category_id
WHERE followed_categories.user_id = ?;
""", (user_id,))
return categories
def get_streams_based_on_category(category_id: int, no_streams: int = 4, offset: int = 0) -> Optional[List[dict]]:
"""
Queries stream database to get top most viewed streams based on given category
"""
with Database() as db:
streams = db.fetchall("""
SELECT u.user_id, title, username, num_viewers, c.category_name
FROM streams s
JOIN users u ON s.user_id = u.user_id
JOIN categories c ON s.category_id = c.category_id
WHERE c.category_id = ?
ORDER BY num_viewers DESC
LIMIT ? OFFSET ?
""", (category_id, no_streams, offset))
return streams
def get_highest_view_streams(no_streams: int = 4) -> Optional[List[dict]]:
"""
Return a list of live streams by number of viewers
"""
with Database() as db:
data = db.fetchall("""
SELECT u.user_id, username, title, num_viewers, category_name
FROM streams
JOIN users u ON streams.user_id = u.user_id
JOIN categories ON streams.category_id = categories.category_id
ORDER BY num_viewers DESC
LIMIT ?;
""", (no_streams,))
return data
def get_highest_view_categories(no_categories: int = 4, offset: int = 0) -> Optional[List[dict]]:
"""
Returns a list of top most popular categories given offset
"""
with Database() as db:
categories = db.fetchall("""
SELECT categories.category_id, categories.category_name, COALESCE(SUM(streams.num_viewers), 0) AS num_viewers
FROM categories
LEFT JOIN streams ON streams.category_id = categories.category_id
GROUP BY categories.category_id, categories.category_name
ORDER BY num_viewers DESC
LIMIT ? OFFSET ?;
""", (no_categories, offset))
return categories
def get_user_category_recommendations(user_id = 1, no_categories: int = 4) -> Optional[List[dict]]:
"""
Queries user_preferences database to find users top favourite streaming category and returns the category
"""
with Database() as db:
categories = db.fetchall("""
SELECT categories.category_id, categories.category_name, COALESCE(SUM(streams.num_viewers), 0) AS num_viewers
FROM categories
JOIN user_preferences ON categories.category_id = user_preferences.category_id
LEFT JOIN streams ON categories.category_id = streams.category_id
WHERE user_preferences.user_id = ?
GROUP BY categories.category_id, categories.category_name
ORDER BY user_preferences.favourability DESC
LIMIT ?
""", (user_id, no_categories))
return categories