import duckdb from duckdb_queries import utils Q_NUM = 21 def q(): line_item_ds = utils.get_line_item_ds() supplier_ds = utils.get_supplier_ds() nation_ds = utils.get_nation_ds() orders_ds = utils.get_orders_ds() query_str = f""" select s_name, count(*) as numwait from {supplier_ds}, {line_item_ds} l1, {orders_ds}, {nation_ds} where s_suppkey = l1.l_suppkey and o_orderkey = l1.l_orderkey and o_orderstatus = 'F' and l1.l_receiptdate > l1.l_commitdate and exists ( select * from {line_item_ds} l2 where l2.l_orderkey = l1.l_orderkey and l2.l_suppkey <> l1.l_suppkey ) and not exists ( select * from {line_item_ds} l3 where l3.l_orderkey = l1.l_orderkey and l3.l_suppkey <> l1.l_suppkey and l3.l_receiptdate > l3.l_commitdate ) and s_nationkey = n_nationkey and n_name = 'SAUDI ARABIA' group by s_name order by numwait desc, s_name limit 100 """ q_final = duckdb.sql(query_str) utils.run_query(Q_NUM, q_final) if __name__ == "__main__": q()