有没有一种方法可以使用Python的标准库轻松确定(即一个函数调用)给定月份的最后一天?
如果标准库不支持,dateutil包是否支持此功能?
有没有一种方法可以使用Python的标准库轻松确定(即一个函数调用)给定月份的最后一天?
如果标准库不支持,dateutil包是否支持此功能?
当前回答
最简单的方法是使用日期时间和一些日期数学,例如从下个月的第一天减去一天:
import datetime
def last_day_of_month(d: datetime.date) -> datetime.date:
return (
datetime.date(d.year + d.month//12, d.month % 12 + 1, 1) -
datetime.timedelta(days=1)
)
或者,您可以使用calendar.monthrange()获取一个月的天数(考虑闰年)并相应地更新日期:
import calendar, datetime
def last_day_of_month(d: datetime.date) -> datetime.date:
return d.replace(day=calendar.monthrange(d.year, d.month)[1])
快速的基准测试表明,第一个版本明显更快:
In [14]: today = datetime.date.today()
In [15]: %timeit last_day_of_month_dt(today)
918 ns ± 3.54 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
In [16]: %timeit last_day_of_month_calendar(today)
1.4 µs ± 17.3 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
其他回答
如果不想导入日历模块,还可以使用简单的两步功能:
import datetime
def last_day_of_month(any_day):
# The day 28 exists in every month. 4 days later, it's always next month
next_month = any_day.replace(day=28) + datetime.timedelta(days=4)
# subtracting the number of the current day brings us back one month
return next_month - datetime.timedelta(days=next_month.day)
输出:
>>> for month in range(1, 13):
... print(last_day_of_month(datetime.date(2022, month, 1)))
...
2022-01-31
2022-02-28
2022-03-31
2022-04-30
2022-05-31
2022-06-30
2022-07-31
2022-08-31
2022-09-30
2022-10-31
2022-11-30
2022-12-31
更简单地说:
import datetime
now = datetime.datetime.now()
datetime.date(now.year, 1 if now.month==12 else now.month+1, 1) - datetime.timedelta(days=1)
另一个解决方案是这样做:
from datetime import datetime
def last_day_of_month(year, month):
""" Work out the last day of the month """
last_days = [31, 30, 29, 28, 27]
for i in last_days:
try:
end = datetime(year, month, i)
except ValueError:
continue
else:
return end.date()
return None
使用如下函数:
>>>
>>> last_day_of_month(2008, 2)
datetime.date(2008, 2, 29)
>>> last_day_of_month(2009, 2)
datetime.date(2009, 2, 28)
>>> last_day_of_month(2008, 11)
datetime.date(2008, 11, 30)
>>> last_day_of_month(2008, 12)
datetime.date(2008, 12, 31)
迄今为止,我找到的最简单、最可靠的方法是:
from datetime import datetime
import calendar
days_in_month = calendar.monthrange(2020, 12)[1]
end_dt = datetime(2020, 12, days_in_month)
这个对我很有用:
df['daysinmonths'] = df['your_date_col'].apply(lambda t: pd.Period(t, freq='S').days_in_month)
参考来源:https://stackoverflow.com/a/66403016/16607636