Performance regression of pathlib.Path hashing
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Descrição
Bug report
Bug description:
Converting a list of pathlib.Path objects to a set() takes significantly more time in python 3.12 and beyond compared to 3.11.
The below code is a minimal reproduction:
from pathlib import Path
import time
import sys
print(sys.version)
# make 6000 paths as a string
paths_str = ["/tmp/foo/bar/{i}" for i in range(1000, 7000)]
t = time.perf_counter()
# convert it to a list of Path objects
paths_path = [Path(path) for path in paths_str]
elapsed = time.perf_counter() - t
print(f"List construct: {int(elapsed * 1000)} msec")
# convert list to set
t = time.perf_counter()
set(paths_path)
elapsed = time.perf_counter() - t
print(f"Set conversion: {int(elapsed * 1000)} msec")
# extra step: convert list to set (demonstrate caching makes it faster)
t = time.perf_counter()
set(paths_path)
elapsed = time.perf_counter() - t
print(f"Set conversion (cached): {int(elapsed * 1000)} msec")
It shows with 3.12:
3.12.11 (main, Jun 3 2025, 15:41:47) [GCC 14.3.0]
List construct: 5 msec
Set conversion: 28 msec
Set conversion (cached): 1 msec
With 3.14rc1 (similar):
3.14.0rc1 (main, Jul 22 2025, 16:42:44) [GCC 14.3.0]
List construct: 4 msec
Set conversion: 26 msec
Set conversion (cached): 1 msec
But with python 3.11 (faster):
3.11.13 (main, Jun 3 2025, 18:38:25) [GCC 14.3.0]
List construct: 12 msec
Set conversion: 8 msec
Set conversion (cached): 1 msec
I also found that not only hash() got worse but str() as well - if you replace the set() call with a [str(p) for p in paths_path].
I found a possible candidate for this issue, but that's more just a theory, I could not test it:
https://github.com/python/cpython/commit/a68e585c8b7b27323f67905868467ce0588a1dae
Could you please check what causes this?
I think newer python versions should not make the code slower, pathlib.Path is a great object (much superior than str) and now using lots of paths with a set or dict (which are also powerful data structures) kills the performance.
If you need any help, let me know.
Thank you,
Zsolt
CPython versions tested on:
3.12
Operating systems tested on:
Linux
Linked PRs
- gh-138645
Guia de contribuição
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Direção de pesquisa
Comece com o benchmark reportado de pathlib.Path, comparando hashing e conversão para string no Python 3.11, 3.12 e 3.14. Revise o commit suspeito a68e585c8b7b27323f67905868467ce0588a1dae e o PR vinculado gh-138645. A tarefa estará concluída quando a regressão for identificada e um desempenho comparável de set, hash e conversão para string for restaurado.
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Avaliação
- Stack de tecnologia
- python
- Domínio
- performance
- Tipo de issue
- Bug
- Dificuldade
- 4/5
- Tempo estimado
- 3-5 dias
- Status de atividade
- Estagnada
- Clareza
- Razoavelmente clara
- Facilidade para iniciantes
- 25/100