Why doesn't Pylint like built-in functions?
PythonList ComprehensionPylintPython Problem Overview
I have a line like this:
filter(lambda x: x == 1, [1, 1, 2])
Pylint is showing a warning:
W: 3: Used builtin function 'filter'
Why is that? is a list comprehension the recommended method?
Of course I can rewrite this like this:
[x for x in [1, 1, 2] if x == 1]
And I get no warnings, but I was wondering if there's a PEP for this?
Python Solutions
Solution 1 - Python
Pylint often chatters on about stuff it shouldn't. You can disable the warning in a .pylintrc file.
This page http://pylint-messages.wikidot.com/messages:w0141 indicates the problem is that filter and map have been superseded by list comprehensions.
A line like this in your pylintrc file will quiet the warning:
disable=W0141
Solution 2 - Python
> Why is that? is a list comprehension the recommended method?
List comprehension is recommended in [the tutorial example][1], which states
> it’s more concise and readable.
and by most answerers on SO's https://stackoverflow.com/questions/1247486/python-list-comprehension-vs-map/6407222#6407222 where [it is][2]
- more efficient to use list comprehension than
filter
if you are defining alambda
each time - maybe more readable (and with similar efficiency) to use
filter
if the function is pre-defined - necessary to use
filter
andmap
if you
- map
map
, - curry
map
, or - use functional programming
TL;DR: use list comprehension in most cases [1]: https://docs.python.org/2/tutorial/datastructures.html#list-comprehensions [2]: https://stackoverflow.com/a/6407222/1587329
Solution 3 - Python
I ran into the same problem and could not figure out
why the built-in function `input' is bad. I you intend
to disable it:
> pylint --bad-functions="[map,filter,apply]" YOUR_FILE_TO_CHECK_HERE
Once you like the settings:
pylint --bad-functions="[map,filter,apply]" --some-other-supercool-settings-of-yours
--generate-rcfile > test.rc
Verify that your settings are in the file, e.g.:
cat test.rc | grep -i YOUR_SETTING_HERE
After that you can use this file locally
pylint --rcfile test.rc --your-other-command-line-args ...
or even use it as your default rcfile. For this I kindly refer you to
pylint --long-help
Solution 4 - Python
I've got the same warning on my project. I'm changing the source code to be py2/3 compatible, and pylint helps a lot.
Running pylint --py3k
shows only errors about compatibility.
In python 2, if use filter
, it returns a list
:
>>> my_list = filter(lambda x: x == 1, [1, 1, 2])
>>> my_list
[1, 1]
>>> type(my_list)
<type 'list'>
But in python 3, filter
and other similar methods (map
, range
, zip
, ..) return a iterator, that is incompatible types and perhaps cause bugs in your code.
>>> my_list = filter(lambda x: x == 1, [1, 1, 2])
>>> my_list
<filter object at 0x10853ac50>
>>> type(my_list)
<class 'filter'>
To make your code python 2/3 compatible, I use a cheat sheet from python future site
To avoid this warning, you can use 4 approaches, that works on python 2 and 3:
1 - Using a list comprehension like you said.
2 - Using a list
function, grant that return always is a materialized list, result is same on both python versions
>>> list(filter(lambda x: x == 1, [1, 1, 2]))
[1, 1]
3 - Using lfilter
, that's a future package import. It always return a list, uses filter on py2, and list(filter(..)
on py3. So, both pythons got the same behaviour and you got a cleaner syntax.
>>> from future.utils import lfilter
>>> lfilter(lambda x: x == 1, [1, 1, 2])
[1, 1]
4 - The best! Use filter
always on a loop, this way pylint don't give warnings, and it have a nice performance boost on python 3.
>>> for number in filter(lambda x: x == 1, [1, 1, 2]):
>>> print(number)
>>> 1
>>> 1
Always prefer functions that works on python 3, because python 2 will be retired soon.