import polars as pl from polars_queries import utils Q_NUM = 19 def q(): line_item_ds = utils.get_line_item_ds() part_ds = utils.get_part_ds() q_final = ( part_ds.join(line_item_ds, left_on="p_partkey", right_on="l_partkey") .filter(pl.col("l_shipmode").is_in(["AIR", "AIR REG"])) .filter(pl.col("l_shipinstruct") == "DELIVER IN PERSON") .filter( ( (pl.col("p_brand") == "Brand#12") & pl.col("p_container").is_in( ["SM CASE", "SM BOX", "SM PACK", "SM PKG"] ) & (pl.col("l_quantity").is_between(1, 11)) & (pl.col("p_size").is_between(1, 5)) ) | ( (pl.col("p_brand") == "Brand#23") & pl.col("p_container").is_in( ["MED BAG", "MED BOX", "MED PKG", "MED PACK"] ) & (pl.col("l_quantity").is_between(10, 20)) & (pl.col("p_size").is_between(1, 10)) ) | ( (pl.col("p_brand") == "Brand#34") & pl.col("p_container").is_in( ["LG CASE", "LG BOX", "LG PACK", "LG PKG"] ) & (pl.col("l_quantity").is_between(20, 30)) & (pl.col("p_size").is_between(1, 15)) ) ) .select( (pl.col("l_extendedprice") * (1 - pl.col("l_discount"))) .sum() .round(2) .alias("revenue") ) ) utils.run_query(Q_NUM, q_final) if __name__ == "__main__": q()