import duckdb from duckdb_queries import utils Q_NUM = 22 def q(): orders_ds = utils.get_orders_ds() customer_ds = utils.get_customer_ds() query_str = f""" select cntrycode, count(*) as numcust, sum(c_acctbal) as totacctbal from ( select substring(c_phone from 1 for 2) as cntrycode, c_acctbal from {customer_ds} where substring(c_phone from 1 for 2) in (13, 31, 23, 29, 30, 18, 17) and c_acctbal > ( select avg(c_acctbal) from {customer_ds} where c_acctbal > 0.00 and substring (c_phone from 1 for 2) in (13, 31, 23, 29, 30, 18, 17) ) and not exists ( select * from {orders_ds} where o_custkey = c_custkey ) ) as custsale group by cntrycode order by cntrycode """ q_final = duckdb.sql(query_str) utils.run_query(Q_NUM, q_final) if __name__ == "__main__": q()