isort your python imports for you so you don't have to.
isort is a Python utility / library to sort imports alphabetically, and automatically separated into sections. It provides a command line utility, Python library and plugins for various editors to quickly sort all your imports. It currently cleanly supports Python 2.6 - 3.5 using pies to achieve this without ugly hacks and/or py2to3.
Before isort:
from my_lib import Object
print("Hey")
import os
from my_lib import Object3
from my_lib import Object2
import sys
from third_party import lib15, lib1, lib2, lib3, lib4, lib5, lib6, lib7, lib8, lib9, lib10, lib11, lib12, lib13, lib14
import sys
from __future__ import absolute_import
from third_party import lib3
print("yo")
After isort:
from __future__ import absolute_import
import os
import sys
from third_party import (lib1, lib2, lib3, lib4, lib5, lib6, lib7, lib8,
lib9, lib10, lib11, lib12, lib13, lib14, lib15)
from my_lib import Object, Object2, Object3
print("Hey")
print("yo")
Installing isort
Installing isort is as simple as:
pip install isort
or if you prefer
easy_install isort
Using isort
From the command line:
isort mypythonfile.py mypythonfile2.py
or recursively:
isort -rc .
which is equivalent to:
isort **/*.py
or to see the proposed changes without applying them:
isort mypythonfile.py --diff
Finally, to atomically run isort against a project, only applying changes if they don't introduce syntax errors do:
isort -rc --atomic .
(Note: this is disabled by default as it keeps isort from being able to run against code written using a different version of Python)
From within Python:
from isort import SortImports
SortImports("pythonfile.py")
or:
from isort import SortImports
new_contents = SortImports(file_contents=old_contents).output
From within Kate:
ctrl+[
or:
menu > Python > Sort Imports
Installing isort's Kate plugin
For KDE 4.13+ / Pate 2.0+:
wget https://raw.github.com/timothycrosley/isort/master/kate_plugin/isort_plugin.py --output-document ~/.kde/share/apps/kate/pate/isort_plugin.py
wget https://raw.github.com/timothycrosley/isort/master/kate_plugin/isort_plugin_ui.rc --output-document ~/.kde/share/apps/kate/pate/isort_plugin_ui.rc
wget https://raw.github.com/timothycrosley/isort/master/kate_plugin/katepart_isort.desktop --output-document ~/.kde/share/kde4/services/katepart_isort.desktop
For all older versions:
wget https://raw.github.com/timothycrosley/isort/master/kate_plugin/isort_plugin_old.py --output-document ~/.kde/share/apps/kate/pate/isort_plugin.py
You will then need to restart kate and enable Python Plugins as well as the isort plugin itself.
Installing isort's for your preferred text editor
Several plugins have been written that enable to use isort from within a variety of text-editors. You can find a full list of them on the isort wiki. Additionally, I will enthusiastically accept pull requests that include plugins for other text editors and add documentation for them as I am notified.
How does isort work?
isort parses specified files for global level import lines (imports outside of try / except blocks, functions, etc..) and puts them all at the top of the file grouped together by the type of import:
- Future
- Python Standard Library
- Third Party
- Current Python Project
- Explicitly Local (. before import, as in:
from . import x
) - Custom Separate Sections (Defined by forced_separate list in configuration file)
- Custom Sections (Defined by sections list in configuration file)
Inside of each section the imports are sorted alphabetically. isort automatically removes duplicate python imports, and wraps long from imports to the specified line length (defaults to 80).
When will isort not work?
If you ever have the situation where you need to have a try / except block in the middle of top-level imports or if your import order is directly linked to precedence.
For example: a common practice in Django settings files is importing * from various settings files to form a new settings file. In this case if any of the imports change order you are changing the settings definition itself.
However, you can configure isort to skip over just these files - or even to force certain imports to the top.
Configuring isort
If you find the default isort settings do not work well for your project, isort provides several ways to adjust the behavior.
To configure isort for a single user create a ~/.isort.cfg
file:
[settings]
line_length=120
force_to_top=file1.py,file2.py
skip=file3.py,file4.py
known_future_library=future,pies
known_standard_library=std,std2
known_third_party=randomthirdparty
known_first_party=mylib1,mylib2
indent=' '
multi_line_output=3
length_sort=1
forced_separate=django.contrib,django.utils
default_section=FIRSTPARTY
Additionally, you can specify project level configuration simply by placing a .isort.cfg
file at the root of your
project. isort will look up to 25 directories up, from the the file it is ran against, to find a project specific configuration.
Or, if you prefer, you can add an isort section to your project's setup.cfg
with any desired settings.
You can then override any of these settings by using command line arguments, or by passing in override values to the SortImports class.
Finally, as of version 3.0 isort supports editorconfig files using the standard syntax defined here: http://editorconfig.org/
Meaning you place any standard isort configuration parameters within a .editorconfig file under the *.py
section
and they will be honored.
For a full list of isort settings and their meanings take a look at the isort wiki.
Multi line output modes
You will notice above the "multi_line_output" setting. This setting defines how from imports wrap when they extend past the line_length limit and has 6 possible settings:
0 - Grid
from third_party import (lib1, lib2, lib3,
lib4, lib5, ...)
1 - Vertical
from third_party import (lib1,
lib2,
lib3
lib4,
lib5,
...)
2 - Hanging Indent
from third_party import \
lib1, lib2, lib3, \
lib4, lib5, lib6
3 - Vertical Hanging Indent
from third_party import (
lib1,
lib2,
lib3,
lib4,
)
4 - Hanging Grid
from third_party import (
lib1, lib2, lib3, lib4,
lib5, ...)
5 - Hanging Grid Grouped
from third_party import (
lib1, lib2, lib3, lib4,
lib5, ...
)
Alternatively, you can set force_single_line
to True
(-sl
on the command line) and every import will appear on its
own line:
from third_party import lib1
from third_party import lib2
from third_party import lib3
...
Note: to change the how constant indents appear - simply change the indent property with the following accepted formats: * Number of spaces you would like. For example: 4 would cause standard 4 space indentation. * Tab * A verbatim string with quotes around it.
For example:
" "
is equivalent to 4.
For the import styles that use parentheses, you can control whether or not to
include a trailing comma after the last import with the include_trailing_comma
option (defaults to False
).
Intelligently Balanced Multi-line Imports
As of isort 3.1.0 support for balanced multi-line imports has been added. With this enabled isort will dynamically change the import length to the one that produces the most balanced grid, while staying below the maximum import length defined.
Example:
from __future__ import (absolute_import, division,
print_function, unicode_literals)
Will be produced instead of:
from __future__ import (absolute_import, division, print_function,
unicode_literals)
To enable this set balanced_wrapping
to True
in your config or pass the -e
option into the command line utility.
Custom Sections and Ordering
You can change the section order with sections
option from the default of:
FUTURE,STDLIB,THIRDPARTY,FIRSTPARTY,LOCALFOLDER
to your preference:
sections=FUTURE,STDLIB,FIRSTPARTY,THIRDPARTY,LOCALFOLDER
You also can define your own sections and thier order.
Example:
known_django=django
known_pandas=pandas,numpy
sections=FUTURE,STDLIB,DJANGO,THIRDPARTY,PANDAS,FIRSTPARTY,LOCALFOLDER
would create two new sections with the specified known modules.
Auto-comment import sections
Some projects prefer to have import sections uniquely titled to aid in identifying the sections quickly
when visually scanning. isort can automate this as well. To do this simply set the import_heading_{section_name}
setting for each section you wish to have auto commented - to the desired comment.
For Example:
import_heading_stdlib=Standard Library
import_heading_firstparty=My Stuff
Would lead to output looking like the following:
# Standard Library
import os
import sys
import django.settings
# My Stuff
import myproject.test
Ordering by import length
isort also makes it easy to sort your imports by length, simply by setting the length_sort
option to True
.
This will result in the following output style:
from evn.util import (
Pool,
Dict,
Options,
Constant,
DecayDict,
UnexpectedCodePath,
)
Skip processing of imports (outside of configuration)
To make isort ignore a single import simply add a comment at the end of the import line containing the text isort:skip
:
import module # isort:skip
or:
from xyz import (abc, # isort:skip
yo,
hey)
To make isort skip an entire file simply add isort:skip_file
to the module's doc string:
""" my_module.py
Best module ever
isort:skip_file
"""
import b
import a
Adding an import to multiple files
isort makes it easy to add an import statement across multiple files, while being assured it's correctly placed.
From the command line:
isort -a "from __future__ import print_function" *.py
from within Kate:
ctrl+]
or:
menu > Python > Add Import
Removing an import from multiple files
isort also makes it easy to remove an import from multiple files, without having to be concerned with how it was originally formatted.
From the command line:
isort -r "os.system" *.py
from within Kate:
ctrl+shift+]
or:
menu > Python > Remove Import
Using isort to verify code
--check-only
option
The isort can also be used to used to verify that code is correctly formatted by running it with -c
.
Any files that contain incorrectly sorted imports will be outputted to stderr
.
isort **/*.py -c -vb
SUCCESS: /home/timothy/Projects/Open_Source/isort/isort_kate_plugin.py Everything Looks Good!
ERROR: /home/timothy/Projects/Open_Source/isort/isort/isort.py Imports are incorrectly sorted.
One great place this can be used is with a pre-commit git hook, such as this one by @acdha:
https://gist.github.com/acdha/8717683
This can help to ensure a certain level of code quality throughout a project.
Git hook
isort provides a hook function that can be integrated into your Git pre-commit script to check Python code before committing.
To cause the commit to fail if there are isort errors (strict mode), include the following in
.git/hooks/pre-commit
:
from isort.hooks import git_hook
if __name__ == '__main__':
sys.exit(git_hook(strict=True))
If you just want to display warnings, but allow the commit to happen anyway, call git_hook
without
the strict parameter.
Setuptools integration
Upon installation, isort enables a setuptools
command that checks Python files
declared by your project.
Running python setup.py isort
on the command line will check the files
listed in your py_modules
and packages
. If any warning is found,
the command will exit with an error code:
$ python setup.py isort
Also, to allow users to be able to use the command without having to install
isort themselves, add isort to the setup_requires of your setup()
like so:
setup(
name="project",
packages=["project"],
setup_requires=[
"isort"
]
)
Why isort?
isort simply stands for import sort. It was originally called "sortImports" however I got tired of typing the extra characters and came to the realization camelCase is not pythonic.
I wrote isort because in an organization I used to work in the manager came in one day and decided all code must have alphabetically sorted imports. The code base was huge - and he meant for us to do it by hand. However, being a programmer - I'm too lazy to spend 8 hours mindlessly performing a function, but not too lazy to spend 16 hours automating it. I was given permission to open source sortImports and here we are :)
Thanks and I hope you find isort useful!
~Timothy Crosley