import sqlite3 # Connect to the database conn = sqlite3.connect('db.sqlite3') cursor = conn.cursor() # Keep users 'avery' and 'asd' cursor.execute("SELECT id FROM users WHERE username IN ('avery', 'asd')") keep_user_ids = [row[0] for row in cursor.fetchall()] # Delete all users except 'avery' and 'asd' cursor.execute("DELETE FROM users WHERE id NOT IN ({})".format(','.join('?' * len(keep_user_ids))), keep_user_ids) # Get avery's user id cursor.execute("SELECT id FROM users WHERE username = 'avery'") avery_id = cursor.fetchone()[0] # Keep only the first two tweets from 'avery' and delete all other tweets cursor.execute(""" DELETE FROM tweets WHERE id NOT IN ( SELECT id FROM tweets WHERE user_id = ? ORDER BY created_at ASC LIMIT 2 ) """, (avery_id,)) # Delete all likes cursor.execute("DELETE FROM likes") # Delete all comments cursor.execute("DELETE FROM comments") # Delete all messages cursor.execute("DELETE FROM messages") # Delete all groups cursor.execute("DELETE FROM groups") # Delete all group members cursor.execute("DELETE FROM group_members") # Delete all posts cursor.execute("DELETE FROM posts") # Commit the changes and close the connection conn.commit() conn.close() print("Database cleaned successfully.")