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https://github.com/benhoyt/scandir
Better directory iterator and faster os.walk(), now in the Python 3.5 stdlib
https://github.com/benhoyt/scandir
directory iterator performance python scandir
Last synced: 20 days ago
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Better directory iterator and faster os.walk(), now in the Python 3.5 stdlib
- Host: GitHub
- URL: https://github.com/benhoyt/scandir
- Owner: benhoyt
- License: bsd-3-clause
- Created: 2013-05-13T08:14:57.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2023-08-29T09:32:19.000Z (about 1 year ago)
- Last Synced: 2024-09-07T19:52:14.685Z (about 2 months ago)
- Topics: directory, iterator, performance, python, scandir
- Language: Python
- Homepage: https://benhoyt.com/writings/scandir/
- Size: 664 KB
- Stars: 529
- Watchers: 23
- Forks: 70
- Open Issues: 6
-
Metadata Files:
- Readme: README.rst
- License: LICENSE.txt
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- starred-awesome - scandir - Better directory iterator and faster os.walk(), now in the Python 3.5 stdlib (Python)
README
scandir, a better directory iterator and faster os.walk()
=========================================================.. image:: https://img.shields.io/pypi/v/scandir.svg
:target: https://pypi.org/project/scandir/
:alt: scandir on PyPI (Python Package Index).. image:: https://github.com/benhoyt/scandir/actions/workflows/tests.yml/badge.svg
:target: https://github.com/benhoyt/scandir/actions/workflows/tests.yml
:alt: GitHub Actions Tests``scandir()`` is a directory iteration function like ``os.listdir()``,
except that instead of returning a list of bare filenames, it yields
``DirEntry`` objects that include file type and stat information along
with the name. Using ``scandir()`` increases the speed of ``os.walk()``
by 2-20 times (depending on the platform and file system) by avoiding
unnecessary calls to ``os.stat()`` in most cases.Now included in a Python near you!
----------------------------------``scandir`` has been included in the Python 3.5 standard library as
``os.scandir()``, and the related performance improvements to
``os.walk()`` have also been included. So if you're lucky enough to be
using Python 3.5 (release date September 13, 2015) you get the benefit
immediately, otherwise just
`download this module from PyPI `_,
install it with ``pip install scandir``, and then do something like
this in your code:.. code-block:: python
# Use the built-in version of scandir/walk if possible, otherwise
# use the scandir module version
try:
from os import scandir, walk
except ImportError:
from scandir import scandir, walk`PEP 471 `_, which is the
PEP that proposes including ``scandir`` in the Python standard library,
was `accepted `_
in July 2014 by Victor Stinner, the BDFL-delegate for the PEP.This ``scandir`` module is intended to work on Python 2.7+ and Python
3.4+ (and it has been tested on those versions).Background
----------Python's built-in ``os.walk()`` is significantly slower than it needs to be,
because -- in addition to calling ``listdir()`` on each directory -- it calls
``stat()`` on each file to determine whether the filename is a directory or not.
But both ``FindFirstFile`` / ``FindNextFile`` on Windows and ``readdir`` on Linux/OS
X already tell you whether the files returned are directories or not, so
no further ``stat`` system calls are needed. In short, you can reduce the number
of system calls from about 2N to N, where N is the total number of files and
directories in the tree.In practice, removing all those extra system calls makes ``os.walk()`` about
**7-50 times as fast on Windows, and about 3-10 times as fast on Linux and Mac OS
X.** So we're not talking about micro-optimizations. See more benchmarks
in the "Benchmarks" section below.Somewhat relatedly, many people have also asked for a version of
``os.listdir()`` that yields filenames as it iterates instead of returning them
as one big list. This improves memory efficiency for iterating very large
directories.So as well as a faster ``walk()``, scandir adds a new ``scandir()`` function.
They're pretty easy to use, but see "The API" below for the full docs.Benchmarks
----------Below are results showing how many times as fast ``scandir.walk()`` is than
``os.walk()`` on various systems, found by running ``benchmark.py`` with no
arguments:==================== ============== =============
System version Python version Times as fast
==================== ============== =============
Windows 7 64-bit 2.7.7 64-bit 10.4
Windows 7 64-bit SSD 2.7.7 64-bit 10.3
Windows 7 64-bit NFS 2.7.6 64-bit 36.8
Windows 7 64-bit SSD 3.4.1 64-bit 9.9
Windows 7 64-bit SSD 3.5.0 64-bit 9.5
Ubuntu 14.04 64-bit 2.7.6 64-bit 5.8
Mac OS X 10.9.3 2.7.5 64-bit 3.8
==================== ============== =============All of the above tests were done using the fast C version of scandir
(source code in ``_scandir.c``).Note that the gains are less than the above on smaller directories and greater
on larger directories. This is why ``benchmark.py`` creates a test directory
tree with a standardized size.The API
-------walk()
~~~~~~The API for ``scandir.walk()`` is exactly the same as ``os.walk()``, so just
`read the Python docs `_.scandir()
~~~~~~~~~The full docs for ``scandir()`` and the ``DirEntry`` objects it yields are
available in the `Python documentation here `_.
But below is a brief summary as well.scandir(path='.') -> iterator of DirEntry objects for given path
Like ``listdir``, ``scandir`` calls the operating system's directory
iteration system calls to get the names of the files in the given
``path``, but it's different from ``listdir`` in two ways:* Instead of returning bare filename strings, it returns lightweight
``DirEntry`` objects that hold the filename string and provide
simple methods that allow access to the additional data the
operating system may have returned.* It returns a generator instead of a list, so that ``scandir`` acts
as a true iterator instead of returning the full list immediately.``scandir()`` yields a ``DirEntry`` object for each file and
sub-directory in ``path``. Just like ``listdir``, the ``'.'``
and ``'..'`` pseudo-directories are skipped, and the entries are
yielded in system-dependent order. Each ``DirEntry`` object has the
following attributes and methods:* ``name``: the entry's filename, relative to the scandir ``path``
argument (corresponds to the return values of ``os.listdir``)* ``path``: the entry's full path name (not necessarily an absolute
path) -- the equivalent of ``os.path.join(scandir_path, entry.name)``* ``is_dir(*, follow_symlinks=True)``: similar to
``pathlib.Path.is_dir()``, but the return value is cached on the
``DirEntry`` object; doesn't require a system call in most cases;
don't follow symbolic links if ``follow_symlinks`` is False* ``is_file(*, follow_symlinks=True)``: similar to
``pathlib.Path.is_file()``, but the return value is cached on the
``DirEntry`` object; doesn't require a system call in most cases;
don't follow symbolic links if ``follow_symlinks`` is False* ``is_symlink()``: similar to ``pathlib.Path.is_symlink()``, but the
return value is cached on the ``DirEntry`` object; doesn't require a
system call in most cases* ``stat(*, follow_symlinks=True)``: like ``os.stat()``, but the
return value is cached on the ``DirEntry`` object; does not require a
system call on Windows (except for symlinks); don't follow symbolic links
(like ``os.lstat()``) if ``follow_symlinks`` is False* ``inode()``: return the inode number of the entry; the return value
is cached on the ``DirEntry`` objectHere's a very simple example of ``scandir()`` showing use of the
``DirEntry.name`` attribute and the ``DirEntry.is_dir()`` method:.. code-block:: python
def subdirs(path):
"""Yield directory names not starting with '.' under given path."""
for entry in os.scandir(path):
if not entry.name.startswith('.') and entry.is_dir():
yield entry.nameThis ``subdirs()`` function will be significantly faster with scandir
than ``os.listdir()`` and ``os.path.isdir()`` on both Windows and POSIX
systems, especially on medium-sized or large directories.Further reading
---------------* `The Python docs for scandir `_
* `PEP 471 `_, the
(now-accepted) Python Enhancement Proposal that proposed adding
``scandir`` to the standard library -- a lot of details here,
including rejected ideas and previous discussionFlames, comments, bug reports
-----------------------------Please send flames, comments, and questions about scandir to Ben Hoyt:
http://benhoyt.com/
File bug reports for the version in the Python 3.5 standard library
`here `_, or file bug reports
or feature requests for this module at the GitHub project page:https://github.com/benhoyt/scandir