How to change timedelta format in pyspark?

Question

I have a dataframe like below values, I'm able to achieve the expected output in pandas but not in pyspark.

SAMPLE INPUT DF

number    time
12344    5 days, 04 hours, 52 minutes, 10
14566    8 days, 16 hours, 10 minutes, 09
13477    0 days, 21 hours, 29 minutes, 59
14579    4 days, 10 hours, 13 minutes, 23

SAMPLE OUTPUT DF

number    time
12344    5d 04h 52m 10s
14566    8d 16h 10m 09s
13477    0d 21h 29m 59s
14579    4d 10h 13m 23s

Any help would be appreciated!!