import duckdb from duckdb_queries import utils Q_NUM = 11 def q(): supplier_ds = utils.get_supplier_ds() part_supp_ds = utils.get_part_supp_ds() nation_ds = utils.get_nation_ds() query_str = f""" select ps_partkey, round(sum(ps_supplycost * ps_availqty), 2) as value from {part_supp_ds}, {supplier_ds}, {nation_ds} where ps_suppkey = s_suppkey and s_nationkey = n_nationkey and n_name = 'GERMANY' group by ps_partkey having sum(ps_supplycost * ps_availqty) > ( select sum(ps_supplycost * ps_availqty) * 0.0001 from {part_supp_ds}, {supplier_ds}, {nation_ds} where ps_suppkey = s_suppkey and s_nationkey = n_nationkey and n_name = 'GERMANY' ) order by value desc """ q_final = duckdb.sql(query_str) utils.run_query(Q_NUM, q_final) if __name__ == "__main__": q()