import duckdb from dataclasses import dataclass @dataclass class User: id: int name: str email: str def create_database(): conn = duckdb.connect(database=":memory:") return conn def create_table(conn): conn.execute("CREATE TABLE users (id INTEGER, name VARCHAR, email VARCHAR)") def insert_data(conn, users): conn.execute("INSERT INTO users (id, name, email) VALUES (?, ?, ?)", users) def query_data(conn): cursor = conn.cursor() cursor.execute("SELECT * FROM users") return cursor.fetchall() def main(): conn = create_database() create_table(conn) users = [ (1, "John Doe", "john@example.com"), (2, "Jane Doe", "jane@example.com"), (3, "Bob Smith", "bob@example.com"), ] for user in users: insert_data(conn, user) results = query_data(conn) for row in results: print(row) if __name__ == "__main__": main()