import duckdb conn = duckdb.connect("./data/fakedb.db") def execute(sql_query): try: return conn.sql(sql_query).to_df().to_string() except Exception as e: return f"An error occurred: {str(e)}" def formattedDB(): try: tables = conn.execute("SHOW TABLES").fetchall() result = "" for table in tables: table_name = table[0] result += f"CREATE TABLE {table_name} (\n" columns = conn.execute(f"PRAGMA table_info('{table_name}');").fetchall() column_definitions = [ f" {col[1]} {col[2]} {'NOT NULL' if col[3] else ''} {'DEFAULT ' + str(col[4]) if col[4] else ''}".strip() for col in columns ] result += ",\n".join(column_definitions) result += "\n);\n" return result except Exception as e: return f"An error occurred: {str(e)}" db_schema = formattedDB()