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