Remove the days in the timedelta object

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I have a column in a pandas dataframe that is created after subtracting two times. I now have a timedelta object like this -1 days +02:45:00. I just need to remove the -1 days and want it to be 02:45:00. Is there a way to do this?

I think you can subtract days converted to timedeltas:

td = pd.to_timedelta(['-1 days +02:45:00','1 days +02:45:00','0 days +02:45:00'])
df = pd.DataFrame({'td': td})

df['td'] = df['td'] - pd.to_timedelta(df['td'].dt.days, unit='d')

print (df.head())

0 02:45:00
1 02:45:00
2 02:45:00

print (type(df.loc[0, 'td']))
<class 'pandas._libs.tslibs.timedeltas.Timedelta'>

Or convert timedeltas to strings and extract strings between days and .:

df['td'] = df['td'].astype(str).str.extract('days (.*?)\.')
print (df.head())
0  +02:45:00
1   02:45:00
2   02:45:00

print (type(df.loc[0, 'td']))
<class 'str'>

Time deltas, Timedelta(np.timedelta64(1, 'ms')) Out[9]: Timedelta('0 days C datetime64[ns] dtype: object In [31]: s - s.max() Out[31]: 0 -2 days 1 -1 days 2 0 days dtype:  As per documentation, timedelta objects are normalized, and a negative timedelta is represented by a negative day instance attribute. From the documentation: Note that normalization of negative values may be surprising at first. and that. String representations of timedelta objects are normalized similarly to their internal representation.

If your column is named time1, you can do it like this:

import pandas as pd
import datetime as dt
df['time1'] = pd.to_datetime(str(df.time1)[11:19]) #this slice can be adjusted
df['time1'] = df.time1.dt.time

this is going to convert the timedelta to str, slice the time part from it, convert it to datetime and extract the time from that.

Python, importing pandas as pd. import pandas as pd. # Create the Timedelta object. td = pd.Timedelta( '3 days 06:05:01.000030' ). # Print the Timedelta object. print (td). The days, seconds and microseconds properties defined in timedelta.pyx could potentially be removed as they are defined in the Cython superclass. See Jeff's comments in the linked PR for caveats that need to be explored before totally committing to this.

I found a very easy solution for other people who may encounter this problem:

if timedelta_obj.days < 0:
    timedelta_obj.days = datetime.timedelta(
        seconds=timedelta_obj.total_seconds() + 3600*24)

How to subtract Python timedelta from date in Python?, You can subtract a day from a python date using the timedelta object. You need to create a timedelta object with the amount of time you want to  72. This is a bit more compact, you get the hours, minutes and seconds in two lines. days = td.days hours, remainder = divmod(td.seconds, 3600) minutes, seconds = divmod(remainder, 60) # If you want to take into account fractions of a second seconds += td.microseconds / 1e6. share.

I think what you want to do is to minus two timestamps while ignoring the date. One simple way to do that is to set the two timestamps with the same date before minus.

import pandas as pd    
start_time = pd.Timestamp(2007, 12, 5, 21, 24, 36)
end_time = pd.Timestamp(2007, 12, 6, 20, 24, 36)
start_time - end_time # which returns Timedelta('-1 days +01:00:00')

What you can do is just set end_time with the same date as start_time:

import pandas as pd    
start_time = pd.Timestamp(2007, 12, 5, 21, 24, 36)
end_time = pd.Timestamp(2007, 12, 6, 20, 24, 36)
end_time = end_time.replace(year=start_time.year, month=start_time.month,
start_time - end_time # which returns Timedelta('0 days +01:00:00')

Python timedelta, › › The Python Standard Library › 7. Data Types I’ve got a timedelta. I want the days, hours and minutes from that – either as a tuple or a dictionary… I’m not fussed. I must have done this a dozen times in a dozen languages over the years but Python usually has a simple answer to everything so I thought I’d ask here before busting out some nauseatingly simple (yet verbose) mathematics.

7.1. datetime — Basic date and time types, A timedelta object represents a duration, the difference between two dates or If you merely want to remove the time zone object from an aware datetime dt  A week is converted to 7 days. and days, seconds and microseconds are then normalized so that the representation is unique, with. 0 <= microseconds< 1000000. 0 <= seconds< 3600*24(the number of seconds in one day) -999999999 <= days<= 999999999.

6.10.2 timedelta Objects, A timedelta object represents a duration, the difference between two dates or times. class timedelta(, [ days [ , seconds [ , microseconds [  A timedelta object represents a duration, the difference between two dates or times. class datetime.timedelta (days=0, seconds=0, microseconds=0, milliseconds=0, minutes=0, hours=0, weeks=0) ¶ All arguments are optional and default to 0. Arguments may be integers or floats, and may be positive or negative.

Python Datetime Tutorial: Manipulate Times, Dates, and Time Spans, Creating Date Objects. First, let's take a closer look at a datetime object. Since datetime is both a module and a class within that  from a timedelta object? Let's say we have aa=datetime.datetime(2006, 7, 29, 16, 13, 56, 609000) bb=datetime.datetime(2006, 8, 3, 17, 59, 36, 46000) so c=bb-aa will be datetime.timedelta(5, 6339, 437000) I can easily get days ( c.days) but I still can not figure out how easily to get hours and minutes Any idea? Thank you for help L.

  • I think this answers your question.
  • Brilliant! Thanks