from datetime import datetime import polars as pl from polars_queries import utils Q_NUM = 14 def q(): line_item_ds = utils.get_line_item_ds() part_ds = utils.get_part_ds() var_1 = datetime(1995, 9, 1) var_2 = datetime(1995, 10, 1) q_final = ( line_item_ds.join(part_ds, left_on="l_partkey", right_on="p_partkey") .filter(pl.col("l_shipdate").is_between(var_1, var_2, closed="left")) .select( ( 100.00 * pl.when(pl.col("p_type").str.contains("PROMO*")) .then((pl.col("l_extendedprice") * (1 - pl.col("l_discount")))) .otherwise(0) .sum() / (pl.col("l_extendedprice") * (1 - pl.col("l_discount"))).sum() ) .round(2) .alias("promo_revenue") ) ) utils.run_query(Q_NUM, q_final) if __name__ == "__main__": q()