xarray.core.accessor_dt.DatetimeAccessor

class xarray.core.accessor_dt.DatetimeAccessor(obj)

Access datetime fields for DataArrays with datetime-like dtypes.

Fields can be accessed through the .dt attribute for applicable DataArrays.

Examples

>>> dates = pd.date_range(start="2000/01/01", freq="D", periods=10)
>>> ts = xr.DataArray(dates, dims=("time"))
>>> ts
<xarray.DataArray (time: 10)>
array(['2000-01-01T00:00:00.000000000', '2000-01-02T00:00:00.000000000',
       '2000-01-03T00:00:00.000000000', '2000-01-04T00:00:00.000000000',
       '2000-01-05T00:00:00.000000000', '2000-01-06T00:00:00.000000000',
       '2000-01-07T00:00:00.000000000', '2000-01-08T00:00:00.000000000',
       '2000-01-09T00:00:00.000000000', '2000-01-10T00:00:00.000000000'],
      dtype='datetime64[ns]')
Coordinates:
  * time     (time) datetime64[ns] 2000-01-01 2000-01-02 ... 2000-01-10
>>> ts.dt  
<xarray.core.accessor_dt.DatetimeAccessor object at 0x...>
>>> ts.dt.dayofyear
<xarray.DataArray 'dayofyear' (time: 10)>
array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10])
Coordinates:
  * time     (time) datetime64[ns] 2000-01-01 2000-01-02 ... 2000-01-10
>>> ts.dt.quarter
<xarray.DataArray 'quarter' (time: 10)>
array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1])
Coordinates:
  * time     (time) datetime64[ns] 2000-01-01 2000-01-02 ... 2000-01-10

__init__(obj)

Methods

__init__(obj)
ceil(freq)	Round timestamps upward to specified frequency resolution.
floor(freq)	Round timestamps downward to specified frequency resolution.
isocalendar()	Dataset containing ISO year, week number, and weekday.
round(freq)	Round timestamps to specified frequency resolution.
strftime(date_format)	Return an array of formatted strings specified by date_format, which supports the same string format as the python standard library.

Attributes

calendar	The name of the calendar of the dates.
date	Date corresponding to datetimes
day	The days of the datetime
dayofweek	The day of the week with Monday=0, Sunday=6
dayofyear	The ordinal day of the year
days_in_month	The number of days in the month
daysinmonth	The number of days in the month
hour	The hours of the datetime
is_leap_year	Indicate if the date belongs to a leap year
is_month_end	Indicate whether the date is the last day of the month
is_month_start	Indicate whether the date is the first day of the month
is_quarter_end	Indicate whether the date is the last day of a quarter
is_quarter_start	Indicate whether the date is the first day of a quarter
is_year_end	Indicate whether the date is the last day of the year
is_year_start	Indicate whether the date is the first day of a year
microsecond	The microseconds of the datetime
minute	The minutes of the datetime
month	The month as January=1, December=12
nanosecond	The nanoseconds of the datetime
quarter	The quarter of the date
season	Season of the year
second	The seconds of the datetime
time	Timestamps corresponding to datetimes
week	The week ordinal of the year
weekday	The day of the week with Monday=0, Sunday=6
weekday_name	The name of day in a week
weekofyear	The week ordinal of the year
year	The year of the datetime