scandir, a better directory iterator and faster os.walk()
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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.
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 <https://pypi.python.org/pypi/scandir>
_,
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 <https://www.python.org/dev/peps/pep-0471/>
, which is the
PEP that proposes including scandir
in the Python standard library,
was accepted <https://mail.python.org/pipermail/python-dev/2014-July/135561.html>
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).
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.
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.
walk()
The API for ``scandir.walk()`` is exactly the same as ``os.walk()``, so just
`read the Python docs <https://docs.python.org/3.5/library/os.html#os.walk>`_.
scandir()
The full docs for scandir()
and the DirEntry
objects it yields are
available in the Python documentation here <https://docs.python.org/3.5/library/os.html#os.scandir>
_.
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
object
Here'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.name
This 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.
The Python docs for scandir <https://docs.python.org/3.5/library/os.html#os.scandir>
_PEP 471 <https://www.python.org/dev/peps/pep-0471/>
_, the
(now-accepted) Python Enhancement Proposal that proposed adding
scandir
to the standard library -- a lot of details here,
including rejected ideas and previous discussionPlease 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 <https://docs.python.org/3.5/bugs.html>
_, or file bug reports
or feature requests for this module at the GitHub project page:
https://github.com/benhoyt/scandir