如何在python-polars中选择某个日期范围内的行？

import polars as pl
from datetime import datetime

data = {'date': ['2022-01-01', '2022-01-02', '2022-01-03', '2022-01-04'],
        'value': [1, 2, 3, 4]}
df = pl.DataFrame(data)

df = df.with_column(pl.col("date").cast(pl.Date))

start_date = datetime(2022, 1, 2).date()
end_date = datetime(2022, 1, 3).date()

filtered_df = df.filter((pl.col("date") >= start_date) & (pl.col("date") <= end_date))