[Python] datetime shifted when using pyarrow.Table.from_pandas to load a pandas DateFrame containing datetime with timezone

import pandas as pd
import pyarrow
ts = pd.Timestamp("2022-10-21 22:46:17", tz="America/Los_Angeles")
df = pd.DataFrame({"TS": [ts]})
table = pyarrow.Table.from_pandas(df)

print(df)
"""
                         TS
0 2022-10-21 22:46:17-07:00
"""

print(table)
"""
pyarrow.Table
TS: timestamp[ns, tz=America/Los_Angeles]
----
TS: [[2022-10-22 05:46:17.000000000]]"""