cudf.TimedeltaIndex

class cudf.TimedeltaIndex(data, *args, **kwargs)

Immutable, ordered and sliceable sequence of timedelta64 data, represented internally as int64.

Parameters:

dataarray-like (1-dimensional), optional

Optional datetime-like data to construct index with.

unitstr, optional

This is not yet supported

copybool

Make a copy of input.

freqstr, optional

This is not yet supported

closedstr, optional

This is not yet supported

dtypestr or numpy.dtype, optional

Data type for the output Index. If not specified, the default dtype will be timedelta64[ns].

nameobject

Name to be stored in the index.

Returns:

TimedeltaIndex

Examples

>>> import cudf
>>> cudf.TimedeltaIndex([1132223, 2023232, 342234324, 4234324],
...     dtype="timedelta64[ns]")
TimedeltaIndex(['0 days 00:00:00.001132223', '0 days 00:00:00.002023232',
                '0 days 00:00:00.342234324', '0 days 00:00:00.004234324'],
              dtype='timedelta64[ns]')
>>> cudf.TimedeltaIndex([1, 2, 3, 4], dtype="timedelta64[s]",
...     name="delta-index")
TimedeltaIndex(['0 days 00:00:01', '0 days 00:00:02', '0 days 00:00:03',
                '0 days 00:00:04'],
              dtype='timedelta64[s]', name='delta-index')

Attributes

days	Number of days for each element.
seconds	Number of seconds (>= 0 and less than 1 day) for each element.
microseconds	Number of microseconds (>= 0 and less than 1 second) for each element.
nanoseconds	Number of nanoseconds (>= 0 and less than 1 microsecond) for each element.
components	Return a dataframe of the components (days, hours, minutes, seconds, milliseconds, microseconds, nanoseconds) of the Timedeltas.
inferred_freq	Infers frequency of TimedeltaIndex.

Methods

None