pandas.tseries.offsets.CustomBusinessMonthEnd#

class pandas.tseries.offsets.CustomBusinessMonthEnd#

DateOffset subclass representing custom business month(s).

Increments between end of month dates.

Parameters:
nint, default 1

The number of months represented.

normalizebool, default False

Normalize end dates to midnight before generating date range.

weekmaskstr, Default ‘Mon Tue Wed Thu Fri’

Weekmask of valid business days, passed to numpy.busdaycalendar.

holidayslist

List/array of dates to exclude from the set of valid business days, passed to numpy.busdaycalendar.

calendarnp.busdaycalendar

Calendar to integrate.

offsettimedelta, default timedelta(0)

Time offset to apply.

See also

DateOffset

Standard kind of date increment.

Examples

In the example below we use the default parameters.

>>> ts = pd.Timestamp(2022, 8, 5)
>>> ts + pd.offsets.CustomBusinessMonthEnd()
Timestamp('2022-08-31 00:00:00')

Custom business month end can be specified by weekmask parameter. To convert the returned datetime object to its string representation the function strftime() is used in the next example.

>>> import datetime as dt
>>> freq = pd.offsets.CustomBusinessMonthEnd(weekmask="Wed Thu")
>>> pd.date_range(dt.datetime(2022, 7, 10), dt.datetime(2022, 12, 18),
...               freq=freq).strftime('%a %d %b %Y %H:%M')
Index(['Thu 28 Jul 2022 00:00', 'Wed 31 Aug 2022 00:00',
       'Thu 29 Sep 2022 00:00', 'Thu 27 Oct 2022 00:00',
       'Wed 30 Nov 2022 00:00'],
       dtype='object')

Using NumPy business day calendar you can define custom holidays.

>>> import datetime as dt
>>> bdc = np.busdaycalendar(holidays=['2022-08-01', '2022-09-30',
...                                   '2022-10-31', '2022-11-01'])
>>> freq = pd.offsets.CustomBusinessMonthEnd(calendar=bdc)
>>> pd.date_range(dt.datetime(2022, 7, 10), dt.datetime(2022, 11, 10), freq=freq)
DatetimeIndex(['2022-07-29', '2022-08-31', '2022-09-29', '2022-10-28'],
               dtype='datetime64[ns]', freq='CBME')

Attributes

base

Returns a copy of the calling offset object with n=1 and all other attributes equal.

calendar

cbday_roll

Define default roll function to be called in apply method.

freqstr

Return a string representing the frequency.

holidays

kwds

Return a dict of extra parameters for the offset.

m_offset

month_roll

Define default roll function to be called in apply method.

n

name

Return a string representing the base frequency.

nanos

normalize

offset

Alias for self._offset.

rule_code

weekmask

Methods

copy()

Return a copy of the frequency.

is_anchored()

(DEPRECATED) Return boolean whether the frequency is a unit frequency (n=1).

is_month_end(ts)

Return boolean whether a timestamp occurs on the month end.

is_month_start(ts)

Return boolean whether a timestamp occurs on the month start.

is_on_offset(dt)

Return boolean whether a timestamp intersects with this frequency.

is_quarter_end(ts)

Return boolean whether a timestamp occurs on the quarter end.

is_quarter_start(ts)

Return boolean whether a timestamp occurs on the quarter start.

is_year_end(ts)

Return boolean whether a timestamp occurs on the year end.

is_year_start(ts)

Return boolean whether a timestamp occurs on the year start.

rollback(dt)

Roll provided date backward to next offset only if not on offset.

rollforward(dt)

Roll provided date forward to next offset only if not on offset.