import sqlite3 import os class DatabaseHandler: def __init__(self, db_path='data/sqlite.db'): self.db_path = db_path self.conn = None self.create_tables() def create_tables(self): with sqlite3.connect(self.db_path) as conn: cursor = conn.cursor() cursor.execute(''' CREATE TABLE IF NOT EXISTS videos ( id INTEGER PRIMARY KEY AUTOINCREMENT, youtube_id TEXT UNIQUE, title TEXT, channel_name TEXT, processed_date TIMESTAMP DEFAULT CURRENT_TIMESTAMP ) ''') cursor.execute(''' CREATE TABLE IF NOT EXISTS user_feedback ( id INTEGER PRIMARY KEY AUTOINCREMENT, video_id INTEGER, query TEXT, feedback INTEGER, timestamp TIMESTAMP DEFAULT CURRENT_TIMESTAMP, FOREIGN KEY (video_id) REFERENCES videos (id) ) ''') cursor.execute(''' CREATE TABLE IF NOT EXISTS embedding_models ( id INTEGER PRIMARY KEY AUTOINCREMENT, model_name TEXT UNIQUE, description TEXT ) ''') cursor.execute(''' CREATE TABLE IF NOT EXISTS elasticsearch_indices ( id INTEGER PRIMARY KEY AUTOINCREMENT, video_id INTEGER, index_name TEXT, embedding_model_id INTEGER, FOREIGN KEY (video_id) REFERENCES videos (id), FOREIGN KEY (embedding_model_id) REFERENCES embedding_models (id) ) ''') conn.commit() def add_video(self, youtube_id, title, channel_name): with sqlite3.connect(self.db_path) as conn: cursor = conn.cursor() cursor.execute(''' INSERT OR IGNORE INTO videos (youtube_id, title, channel_name) VALUES (?, ?, ?) ''', (youtube_id, title, channel_name)) conn.commit() return cursor.lastrowid def add_user_feedback(self, video_id, query, feedback): with sqlite3.connect(self.db_path) as conn: cursor = conn.cursor() cursor.execute(''' INSERT INTO user_feedback (video_id, query, feedback) VALUES (?, ?, ?) ''', (video_id, query, feedback)) conn.commit() def add_embedding_model(self, model_name, description): with sqlite3.connect(self.db_path) as conn: cursor = conn.cursor() cursor.execute(''' INSERT OR IGNORE INTO embedding_models (model_name, description) VALUES (?, ?) ''', (model_name, description)) conn.commit() return cursor.lastrowid def add_elasticsearch_index(self, video_id, index_name, embedding_model_id): with sqlite3.connect(self.db_path) as conn: cursor = conn.cursor() cursor.execute(''' INSERT INTO elasticsearch_indices (video_id, index_name, embedding_model_id) VALUES (?, ?, ?) ''', (video_id, index_name, embedding_model_id)) conn.commit() def get_video_by_youtube_id(self, youtube_id): with sqlite3.connect(self.db_path) as conn: cursor = conn.cursor() cursor.execute('SELECT * FROM videos WHERE youtube_id = ?', (youtube_id,)) return cursor.fetchone() def get_elasticsearch_index(self, video_id, embedding_model_id): with sqlite3.connect(self.db_path) as conn: cursor = conn.cursor() cursor.execute(''' SELECT index_name FROM elasticsearch_indices WHERE video_id = ? AND embedding_model_id = ? ''', (video_id, embedding_model_id)) result = cursor.fetchone() return result[0] if result else None