Python | Pandas TimedeltaIndex.take ()



TimedeltaIndex.take() Pandas TimedeltaIndex.take() returns the new index of the values ​​selected by the indices. Typically, we transmit a list of indicators to be accepted. Used for internal compatibility with numpy arrays.

Syntax: TimedeltaIndex.take (indices, axis = 0, allow_fill = True, fill_value = None, ** kwargs)

Parameters:
indices: list Indices to be taken
axis: The axis over which to select values, always 0.
allow_fill: bool, default True
fill_value: bool, default None, If allow_fill = True and fill_value is not None, indices specified by -1 is regarded as NA. If Index doesn`t hold NA, raise ValueError

Return: Object of same type

Example # 1: Use TimedeltaIndex.take () to return a new TimedeltaIndex object containing only the selected values.

# import pandas as pd

import pandas as pd

  
# Create TimedeltaIndex object

tidx = pd.TimedeltaIndex (data = [ `06: 05: 01.000030` , ` +23: 59: 59.999999`

  `22 day 2 min 3us 10ns` , ` +23: 29: 59.999999 `

  ` +12: 19: 59.999999` ])

 
# Print the TimedeltaIndex object

print (tidx)

Output:

We will now use TimedeltaIndex.take () to pick some specific values ​​from tidx.

# select specific values.

tidx.take ([ 2 , 3 , 4 ])

Output:

As we can see from the output, TimedeltaIndex. take () returned a new TimedeltaIndex object that contains only those elements whose locations were passed to the function.

Example # 2: Use TimedeltaIndex.take ( ) to return a new TimedeltaIndex containing only the selected values.

# import pandas as pd

import pandas as pd

 
# Create TimedeltaIndex object

tidx = pd.TimedeltaIndex (start = `1 days 02: 00: 12.001124`

  periods = 5 , freq = `D` , name = `Koala` )

 
# Print the TimedeltaIndex object
tidx

Output:

We will now use TimedeltaIndex.take () to select some specific values tidx.

# select specific values.

tidx.take ( [ 0 , 1 , 2 ])

Output:

As we can see from the output, TimedeltaIndex.take () returned a new TimedeltaIndex object that contains only those elements whose locations were passed to the function.