前言autopep8是一个将Python代码自动排版为PEP8风格的小工具。它使用pep8工具来决定代码中的哪部分需要被排版。autopep8可以修复大部分pep8工具中报告的排版问题。PyCharm使用autopep8按PEP8风格自动排版Python代码更新记录2018年12月27日 - 初稿阅读原文 - https://wsgzao.github.io/post…扩展阅读autopep8 - https://pypi.python.org/pypi/...autopep8简介使用 autopep8 前我们有必要先了解下 PEP 8 – Style Guide for Python Codeautopep8 automatically formats Python code to conform to the PEP 8 style guide. It uses the pycodestyle utility to determine what parts of the code needs to be formatted. autopep8 is capable of fixing most of the formatting issues that can be reported by pycodestyle.https://www.python.org/dev/pe…https://pypi.python.org/pypi/…安装和使用autopep8autopep8是一个开源的命令行工具，它能够将Python代码自动格式化为PEP8风格。autopep8使用pycodestyle工具来决定代码中的哪部分需要被格式化，这能够修复大部分pycodestyle工具中报告的排版问题。autopep8本身也是一个Python语言编写的工具，因此，我们可以直接使用pip进行安装：pip install autopep8autopep8 –in-place optparse.py # To modify a file in place (with aggressive level 2):autopep8 –in-place –aggressive –aggressive <filename>usage: autopep8 [-h] [–version] [-v] [-d] [-i] [–global-config filename] [–ignore-local-config] [-r] [-j n] [-p n] [-a] [–experimental] [–exclude globs] [–list-fixes] [–ignore errors] [–select errors] [–max-line-length n] [–line-range line line] [–hang-closing] [–exit-code] [files [files …]]Automatically formats Python code to conform to the PEP 8 style guide.positional arguments: files files to format or ‘-’ for standard inoptional arguments: -h, –help show this help message and exit –version show program’s version number and exit -v, –verbose print verbose messages; multiple -v result in more verbose messages -d, –diff print the diff for the fixed source -i, –in-place make changes to files in place –global-config filename path to a global pep8 config file; if this file does not exist then this is ignored (default: ~/.config/pep8) –ignore-local-config don’t look for and apply local config files; if not passed, defaults are updated with any config files in the project’s root directory -r, –recursive run recursively over directories; must be used with –in-place or –diff -j n, –jobs n number of parallel jobs; match CPU count if value is less than 1 -p n, –pep8-passes n maximum number of additional pep8 passes (default: infinite) -a, –aggressive enable non-whitespace changes; multiple -a result in more aggressive changes –experimental enable experimental fixes –exclude globs exclude file/directory names that match these comma- separated globs –list-fixes list codes for fixes; used by –ignore and –select –ignore errors do not fix these errors/warnings (default: E226,E24,W50,W690) –select errors fix only these errors/warnings (e.g. E4,W) –max-line-length n set maximum allowed line length (default: 79) –line-range line line, –range line line only fix errors found within this inclusive range of line numbers (e.g. 1 99); line numbers are indexed at 1 –hang-closing hang-closing option passed to pycodestyle –exit-code change to behavior of exit code. default behavior of return value, 0 is no differences, 1 is error exit. return 2 when add this option. 2 is exists differences.–in-place类似于sed命令的-i选项，如果不包含–in-place选项，则会将autopep8格式化以后的代码直接输出到控制台。我们可以使用这种方式检查autopep8的修改，使用–in-place则会直接将结果保存到源文件中。我们来看一个完整的例子，本例中使用的代码如下：import os, sys def main(): print [item for item in os.listdir(’.’) if item.endswith(’.py’)]; print sys.version if name == ‘main’: main() 这段代码存在三个问题：导入的时候，应该每一行只导入一个包；包导入和函数定义之间应该空两行；Python代码末尾不需要分号。接下来，我们将使用pycodestyple检查这段代码，然后使用autopep8将代码格式化成符合PEP 8风格的代码。使用pycodestyle检查代码可检测到代码中有三个地方不符合PEP 8规范，如下所示：pycodestyle hello.py hello.py:1:10: E401 multiple imports on one line hello.py:3:1: E302 expected 2 blank lines, found 1 hello.py:4:69: E703 statement ends with a semicolon 使用autopep8格式能够转换Python代码。在这个例子中，autopep8顺利地帮我们修复了所有问题，如下所示：$ autopep8 hello.py import os import sys def main(): print [item for item in os.listdir(’.’) if item.endswith(’.py’)] print sys.version if name == ‘main’: main() 这个时候如果查看源文件的话，会发现还是和原来一样，并没有修正为符合PEP 8规范的代码。前面说过，不指定–in-place选项，只会将结果输出到命令行。如果我们使用–in-place选项，将不会有任何输出，autopep8会直接修改源文件。$ autopep8 –in-place hello.py autopep8还存在–aggressive选项，使用该选项会执行更多实质性的更改，可以多次使用以达到更佳的效果。以官网为例我们编写一个test_autopep8.pyBefore running autopep8.import math, sys;def example1(): ####This is a long comment. This should be wrapped to fit within 72 characters. some_tuple=( 1,2, 3,‘a’ ); some_variable={’long’:‘Long code lines should be wrapped within 79 characters.’, ‘other’:[math.pi, 100,200,300,9876543210,‘This is a long string that goes on’], ‘more’:{‘inner’:‘This whole logical line should be wrapped.’,some_tuple:[1, 20,300,40000,500000000,60000000000000000]}} return (some_tuple, some_variable)def example2(): return {‘has_key() is deprecated’:True}.has_key({‘f’:2}.has_key(’’));class Example3( object ): def init ( self, bar ): #Comments should have a space after the hash. if bar : bar+=1; bar=bar* bar ; return bar else: some_string = """ Indentation in multiline strings should not be touched.Only actual code should be reindented.""" return (sys.path, some_string)After running autopep8.import mathimport sysdef example1(): # This is a long comment. This should be wrapped to fit within 72 # characters. some_tuple = (1, 2, 3, ‘a’) some_variable = { ’long’: ‘Long code lines should be wrapped within 79 characters.’, ‘other’: [ math.pi, 100, 200, 300, 9876543210, ‘This is a long string that goes on’], ‘more’: { ‘inner’: ‘This whole logical line should be wrapped.’, some_tuple: [ 1, 20, 300, 40000, 500000000, 60000000000000000]}} return (some_tuple, some_variable)def example2(): return (’’ in {‘f’: 2}) in {‘has_key() is deprecated’: True}class Example3(object): def init(self, bar): # Comments should have a space after the hash. if bar: bar += 1 bar = bar * bar return bar else: some_string = """ Indentation in multiline strings should not be touched.Only actual code should be reindented.""" return (sys.path, some_string)autopep8可以修复的问题autopep8 fixes the following issues reported by pycodestyle:https://github.com/PyCQA/pyco…E101 - Reindent all lines.E11 - Fix indentation.E121 - Fix indentation to be a multiple of four.E122 - Add absent indentation for hanging indentation.E123 - Align closing bracket to match opening bracket.E124 - Align closing bracket to match visual indentation.E125 - Indent to distinguish line from next logical line.E126 - Fix over-indented hanging indentation.E127 - Fix visual indentation.E128 - Fix visual indentation.E129 - Fix visual indentation.E131 - Fix hanging indent for unaligned continuation line.E133 - Fix missing indentation for closing bracket.E20 - Remove extraneous whitespace.E211 - Remove extraneous whitespace.E22 - Fix extraneous whitespace around keywords.E224 - Remove extraneous whitespace around operator.E225 - Fix missing whitespace around operator.E226 - Fix missing whitespace around arithmetic operator.E227 - Fix missing whitespace around bitwise/shift operator.E228 - Fix missing whitespace around modulo operator.E231 - Add missing whitespace.E241 - Fix extraneous whitespace around keywords.E242 - Remove extraneous whitespace around operator.E251 - Remove whitespace around parameter ‘=’ sign.E252 - Missing whitespace around parameter equals.E26 - Fix spacing after comment hash for inline comments.E265 - Fix spacing after comment hash for block comments.E266 - Fix too many leading ‘#’ for block comments.E27 - Fix extraneous whitespace around keywords.E301 - Add missing blank line.E302 - Add missing 2 blank lines.E303 - Remove extra blank lines.E304 - Remove blank line following function decorator.E305 - Expected 2 blank lines after end of function or class.E306 - Expected 1 blank line before a nested definition.E401 - Put imports on separate lines.E402 - Fix module level import not at top of fileE501 - Try to make lines fit within –max-line-length characters.E502 - Remove extraneous escape of newline.E701 - Put colon-separated compound statement on separate lines.E70 - Put semicolon-separated compound statement on separate lines.E711 - Fix comparison with None.E712 - Fix comparison with boolean.E713 - Use ’not in’ for test for membership.E714 - Use ‘is not’ test for object identity.E721 - Use “isinstance()” instead of comparing types directly.E722 - Fix bare except.E731 - Use a def when use do not assign a lambda expression.W291 - Remove trailing whitespace.W292 - Add a single newline at the end of the file.W293 - Remove trailing whitespace on blank line.W391 - Remove trailing blank lines.W503 - Fix line break before binary operator.W504 - Fix line break after binary operator.W601 - Use “in” rather than “has_key()".W602 - Fix deprecated form of raising exception.W603 - Use “!=” instead of “<>“W604 - Use “repr()” instead of backticks.W605 - Fix invalid escape sequence ‘x’.W690 - Fix various deprecated code (via lib2to3).Pycharm安装autopep8pip安装autopep8: pip install autopep8PyCharm -> Preferences -> Tools -> Extends Tools -> 点击+加号Name: autopep8Tools settings:Programs: autopep8Parameters: –in-place –aggressive –aggressive $FilePath$Working directory: $ProjectFileDir$Advanced Options -> Output Filters: $FILE_PATH$:$LINE$:$COLUMN$:.*Python之禅最后以Python之禅作为结束语 wangao@wangao-MAC ~ python3Python 3.7.1 (default, Nov 6 2018, 18:46:03)[Clang 10.0.0 (clang-1000.11.45.5)] on darwinType “help”, “copyright”, “credits” or “license” for more information.>>> import thisThe Zen of Python, by Tim PetersBeautiful is better than ugly.Explicit is better than implicit.Simple is better than complex.Complex is better than complicated.Flat is better than nested.Sparse is better than dense.Readability counts.Special cases aren’t special enough to break the rules.Although practicality beats purity.Errors should never pass silently.Unless explicitly silenced.In the face of ambiguity, refuse the temptation to guess.There should be one– and preferably only one –obvious way to do it.Although that way may not be obvious at first unless you’re Dutch.Now is better than never.Although never is often better than right now.If the implementation is hard to explain, it’s a bad idea.If the implementation is easy to explain, it may be a good idea.Namespaces are one honking great idea – let’s do more of those!翻译美 优于 丑明确 优于 隐晦 （1）简单 优于 复杂复杂 也好过 繁复 （2）扁平 优于 嵌套稀疏 优于 拥挤可读性很重要（3）固然代码实用与否 比洁癖更重要，我们以为的特例也往往没有特殊到必须打破上述规则的程度除非刻意地静默，否则不要无故忽视异常（4）如果遇到模棱两可的逻辑，请不要自作聪明地瞎猜。应该提供一种，且最好只提供一种，一目了然的解决方案当然这是没法一蹴而就的，除非你是荷兰人（5）固然，立刻着手 好过 永远不做。然而，永远不做 也好过 不审慎思考一撸袖子就莽着干如果你的实现很难解释，它就一定不是个好主意即使你的实现简单到爆，它也有可能是个好办法命名空间大法好，不搞不是地球人！注释该引入的包一个一个列出来不要合并；不要用星号；不要在方法里藏意想不到的的副作用，等等等等。还一个例子，另外一种著名的软件设计原则 Convention over Configuration（约定优于配置）如果做得不谨慎就会违背这条SO: 必要的复杂逻辑是难免的，而繁复啰嗦的代码是不可接受的Readability counts 不能翻译成可读性计数啊喂实操中很多人不注意 catch 完就 log 一下 就不管了，这样不好。软件界一般都讲 Let it fail，学名为 Fail-fast 法则。简而言之就是整个项目周期中越早暴露的问题，其修复成本越低本文作者 Tim peters 解释说这里的荷兰人指的是 Python 的作者 Guido van Rossum
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