我正在尝试比较时间戳是否落入3个存储箱中的1个。当我比较时，我得到“dtype=datetime64[ns]和时间之间的无效比较”

import pandas as pd

# 创建时间戳列表
timestamps = pd.to_datetime(['2022-01-01 10:00:00', '2022-01-02 10:00:00', '2022-01-03 10:00:00'])

# 创建存储箱时间范围
box1_start = pd.to_datetime('2022-01-01 00:00:00')
box1_end = pd.to_datetime('2022-01-02 00:00:00')

box2_start = pd.to_datetime('2022-01-02 00:00:00')
box2_end = pd.to_datetime('2022-01-03 00:00:00')

box3_start = pd.to_datetime('2022-01-03 00:00:00')
box3_end = pd.to_datetime('2022-01-04 00:00:00')

# 比较时间戳是否落入存储箱中的一个
for timestamp in timestamps:
    if box1_start <= timestamp < box1_end:
        print(f"{timestamp} 落入存储箱1")
    elif box2_start <= timestamp < box2_end:
        print(f"{timestamp} 落入存储箱2")
    elif box3_start <= timestamp < box3_end:
        print(f"{timestamp} 落入存储箱3")
    else:
        print(f"{timestamp} 不在任何存储箱中")