CODEWITHSUNDEEP
pythonpandasstem
Max
Max

Reputation: 471

How to get only filename without extension?

Imagine you have these paths of files you want to get the filename without extension from:

                       relfilepath
0                  20210322636.pdf
12              factuur-f23622.pdf
14                ingram micro.pdf
19    upfront.nl domein - Copy.pdf
21           upfront.nl domein.pdf
Name: relfilepath, dtype: object

I came up with the following however this gives me the problem that for the first item it becomes a number outputting '20210322636.0'.

from pathlib import Path


for i, row in dffinalselection.iterrows():
    dffinalselection['xmlfilename'][i] = Path(dffinalselection['relfilepath'][i]).stem
    dffinalselection['xmlfilename'] = dffinalselection['xmlfilename'].astype(str)

This is wrong since it should be '20210322636'

Please help!

Upvotes: 1

Views: 1802

Answers (2)

juanpa.arrivillaga
juanpa.arrivillaga

Reputation: 95872

You were doing it correctly, but your operaiton on the dataframe was incorrect.

from pathlib import Path


for i, row in dffinalselection.iterrows():
    dffinalselection['xmlfilename'][i] = Path(dffinalselection['relfilepath'][i]).stem # THIS WILL NOT RELIABLY MUTATE THE DATAFRAME
    dffinalselection['xmlfilename'] = dffinalselection['xmlfilename'].astype(str) # THIS OVERWROTE EVERYTHING

Instead, just do:

from pathlib import Path

dffinalselection['xmlfilename'] = ''
for row in dffinalselection.itertuples():
    dffinalselection.at[row.index, 'xmlfilename']= Path(row.relfilepath).stem

Or,

dffinalselection['xmlfilename'] = dffinalselection['relfilepath'].apply(lambda value: Path(value).stem)

Upvotes: 1

ThePyGuy
ThePyGuy

Reputation: 18406

If the column values are always the filename/filepath, split it from right on . with maxsplit parameter as 1 and take the first value after splitting.

>>> df['relfilepath'].str.rsplit('.', n=1).str[0]

0                  20210322636
12              factuur-f23622
14                ingram micro
19    upfront.nl domein - Copy
21           upfront.nl domein
Name: relfilepath, dtype: object

Upvotes: 2

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