How to Naturally Sort Pathlib objects in Python?

Question

I am trying to create a sorted list of files in the ./pages directory. This is what I have so far:

import numpy as np
from PIL import Image
import glob
from pathlib import Path


# sorted( l, key=lambda a: int(a.split("-")[1]) )
image_list = []

for filename in Path('./pages').glob('*.jpg'):
#     sorted( i, key=lambda a: int(a.split("_")[1]) )
#     im=Image.open(filename)
    image_list.append(filename)

print(*image_list, sep = "\n")

current output:

pages/page_1.jpg  
pages/page_10.jpg  
pages/page_11.jpg  
pages/page_12.jpg  
pages/page_2.jpg  
pages/page_3.jpg  
pages/page_4.jpg  
pages/page_5.jpg  
pages/page_6.jpg  
pages/page_7.jpg  
pages/page_8.jpg  
pages/page_9.jpg  

Expected Output:

pages/page_1.jpg   
pages/page_2.jpg  
pages/page_3.jpg  
pages/page_4.jpg  
pages/page_5.jpg  
pages/page_6.jpg  
pages/page_7.jpg  
pages/page_8.jpg  
pages/page_9.jpg  
pages/page_10.jpg  
pages/page_11.jpg  
pages/page_12.jpg

I've tried the solutions found in the duplicate, but they don't work because the pathlib files are class objects, and not strings. They only appear as filenames when I print them.

For example:

print(filename) # pages/page_1.jpg  
print(type(filename)) # <class 'pathlib.PosixPath'>

Finally, this is working code. Thanks to all.

from pathlib import Path
import numpy as np
from PIL import Image
import natsort

def merge_to_single_image():
    image_list1 = []
    image_list2 = []
    image_list3 = []
    image_list4 = []

    for filename in Path('./pages').glob('*.jpg'):
        image_list1.append(filename)

    for i in image_list1:
        image_list2.append(i.stem)
    #     print(type(i.stem))

    image_list3 = natsort.natsorted(image_list2, reverse=False)

    for i in image_list3:
        i = str(i)+ ".jpg"
        image_list4.append(Path('./pages', i))

    images = [Image.open(i) for i in image_list4]
    # for a vertical stacking it is simple: use vstack
    images_combined = np.vstack(images)
    images_combined = Image.fromarray(images_combined)
    images_combined.save('Single_image.jpg')

Answer 1

Just for posterity, maybe this is more succinct?

natsorted(list_of_pathlib_objects, key=str)

Answer 2

Note that sorted doesn't sort your data in place, but returns a new list, so you have to iterate on its output.

In order to get your sorting key, which is the integer value at the end of your filename:

• You can first take the stem of your path, which is its final component without extension (so, for example, 'page_13').

• Then, it is better to split it once from the right, in order to be safe in case your filename contains other underscores in the first part, like 'some_page_33.jpg'.

• Once converted to int, you have the key you want for sorting.

So, your code could look like:

for filename in sorted(Path('./pages').glob('*.jpg'), 
                       key=lambda path: int(path.stem.rsplit("_", 1)[1])):

    print(filename)

Sample output:

pages/ma_page_2.jpg
pages/ma_page_11.jpg
pages/ma_page_13.jpg
pages/ma_page_20.jpg

Answer 3

One can use natsort lib (pip install natsort. It should look simple too.
[! This works, at least tested for versions 5.5 and 7.1 (current)]

from natsort import natsorted

image_list = Path('./pages').glob('*.jpg')
# convert list of paths to list of string and (naturally)sort it, then convert back to list of paths
image_list = [Path(p) for p in natsorted([str(p) for p in image_list ])]