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from datetime import datetime
import polars as pl
from polars_queries import utils
Q_NUM = 6
def q():
var_1 = datetime(1994, 1, 1)
var_2 = datetime(1995, 1, 1)
var_3 = 24
line_item_ds = utils.get_line_item_ds()
q_final = (
line_item_ds.filter(
pl.col("l_shipdate").is_between(var_1, var_2, closed="left")
)
.filter(pl.col("l_discount").is_between(0.05, 0.07))
.filter(pl.col("l_quantity") < var_3)
.with_columns(
(pl.col("l_extendedprice") * pl.col("l_discount")).alias("revenue")
)
.select(pl.sum("revenue").alias("revenue"))
)
utils.run_query(Q_NUM, q_final)
if __name__ == "__main__":
q()
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