从Pandas Timedelta获取总小时数？

Question

如何获得Pandas timedelta的总小时数？

例如:

>>> td = pd.Timedelta('1 days 2 hours')
>>> td.get_total_hours()
26

注意:根据文档,该.hours属性将返回hours 组件:

>>> td.hours
2

Answer 1

只需找出timedelta适合它的1小时的s:

import numpy as np

>> td / np.timedelta64(1, 'h')
26.0

Answer 2

试着说明为什么熊猫会回来2小时.

import pandas as pd

td = pd.Timedelta('1 days 2 hours')

td.components

Out[45]: Components(days=1, hours=2, minutes=0, seconds=0, milliseconds=0, microseconds=0, nanoseconds=0)

td / pd.Timedelta('1 hour')

Out[46]: 26.0

Answer 3

我以秒为单位获取时间增量，然后将其除以3600得到小时

round(td.total_seconds() / 3600) 。

当我在Jupyter Notebook中测试时，这种方法的工作速度更快

%timeit td / np.timedelta64(1, 'h') 
The slowest run took 19.10 times longer than the fastest. This could mean that an intermediate result is being cached. 
100000 loops, best of 3: 4.58 µs per loop

%timeit round(td.total_seconds() / 3600)
The slowest run took 18.08 times longer than the fastest. This could mean that an intermediate result is being cached.
1000000 loops, best of 3: 401 ns per loop