To perform floor operation on the TimeDeltaIndex with microseconds frequency, use the TimeDeltaIndex.floor() method. For microseconds frequency, use the freq parameter with value ‘us’.
At first, import the required libraries −
import pandas as pd
Create a TimeDeltaIndex object. We have set the timedelta-like data using the 'data' parameter −
tdIndex = pd.TimedeltaIndex(data =['5 day 8h 20min 35us 45ns', '+17:42:19.999999', '7 day 3h 08:16:02.000055', '+22:35:25.999999'])
Display TimedeltaIndex −
print("TimedeltaIndex...\n", tdIndex)
Floor operation on TimeDeltaIndex date with microseconds frequency. For microseconds frequency, we have used 'us' −
print("\nPerforming Floor operation with microseconds frequency...\n", tdIndex.floor(freq='us'))
Example
Following is the code −
import pandas as pd # Create a TimeDeltaIndex object # We have set the timedelta-like data using the 'data' parameter tdIndex = pd.TimedeltaIndex(data =['5 day 8h 20min 35us 45ns', '+17:42:19.999999', '7 day 3h 08:16:02.000055', '+22:35:25.999999']) # display TimedeltaIndex print("TimedeltaIndex...\n", tdIndex) # Return a dataframe of the components of TimeDeltas print("\nThe Dataframe of the components of TimeDeltas...\n", tdIndex.components) # Floor operation on TimeDeltaIndex date with microseconds frequency # For microseconds frequency, we have used 'us' print("\nPerforming Floor operation with microseconds frequency...\n", tdIndex.floor(freq='us'))
Output
This will produce the following code −
TimedeltaIndex... TimedeltaIndex(['5 days 08:20:00.000035045', '0 days 17:42:19.999999', '7 days 11:16:02.000055', '0 days 22:35:25.999999'], dtype='timedelta64[ns]', freq=None) The Dataframe of the components of TimeDeltas... days hours minutes seconds milliseconds microseconds nanoseconds 0 5 8 20 0 0 35 45 1 0 17 42 19 999 999 0 2 7 11 16 2 0 55 0 3 0 22 35 25 999 999 0 Performing Floor operation with microseconds frequency... TimedeltaIndex(['5 days 08:20:00.000035', '0 days 17:42:19.999999', '7 days 11:16:02.000055', '0 days 22:35:25.999999'], dtype='timedelta64[ns]', freq=None)