2001-07-05 14:56:12 -04:00
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PEP: 8
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Title: Style Guide for Python Code
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Version: $Revision$
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2006-03-23 15:13:19 -05:00
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Last-Modified: $Date$
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2012-03-15 03:18:38 -04:00
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Author: Guido van Rossum <guido@python.org>,
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Barry Warsaw <barry@python.org>
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2001-07-05 14:56:12 -04:00
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Status: Active
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2007-06-19 00:52:34 -04:00
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Type: Process
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2012-03-15 03:18:38 -04:00
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Content-Type: text/x-rst
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2001-07-05 14:56:12 -04:00
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Created: 05-Jul-2001
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Post-History: 05-Jul-2001
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Introduction
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============
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This document gives coding conventions for the Python code comprising
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the standard library in the main Python distribution. Please see the
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companion informational PEP describing style guidelines for the C code
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in the C implementation of Python [1]_.
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This document was adapted from Guido's original Python Style Guide
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essay [2]_, with some additions from Barry's style guide [3]_. Where
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there's conflict, Guido's style rules for the purposes of this PEP.
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This PEP may still be incomplete (in fact, it may never be finished
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<wink>).
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2001-07-05 16:38:11 -04:00
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A Foolish Consistency is the Hobgoblin of Little Minds
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======================================================
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One of Guido's key insights is that code is read much more often than
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it is written. The guidelines provided here are intended to improve
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the readability of code and make it consistent across the wide
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spectrum of Python code. As PEP 20 says, "Readability counts".
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A style guide is about consistency. Consistency with this style guide
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is important. Consistency within a project is more important.
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Consistency within one module or function is most important.
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But most importantly: know when to be inconsistent -- sometimes the
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style guide just doesn't apply. When in doubt, use your best
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judgment. Look at other examples and decide what looks best. And
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don't hesitate to ask!
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Two good reasons to break a particular rule:
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1. When applying the rule would make the code less readable, even for
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someone who is used to reading code that follows the rules.
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2. To be consistent with surrounding code that also breaks it (maybe
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for historic reasons) -- although this is also an opportunity to
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clean up someone else's mess (in true XP style).
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Code lay-out
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============
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Indentation
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-----------
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Use 4 spaces per indentation level.
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For really old code that you don't want to mess up, you can continue
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to use 8-space tabs.
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Continuation lines should align wrapped elements either vertically
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using Python's implicit line joining inside parentheses, brackets and
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braces, or using a hanging indent. When using a hanging indent the
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following considerations should be applied; there should be no
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arguments on the first line and further indentation should be used to
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clearly distinguish itself as a continuation line.
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Yes::
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# Aligned with opening delimiter
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foo = long_function_name(var_one, var_two,
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var_three, var_four)
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# More indentation included to distinguish this from the rest.
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def long_function_name(
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var_one, var_two, var_three,
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var_four):
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print(var_one)
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No::
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# Arguments on first line forbidden when not using vertical alignment
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foo = long_function_name(var_one, var_two,
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var_three, var_four)
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# Further indentation required as indentation is not distinguishable
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def long_function_name(
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var_one, var_two, var_three,
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var_four):
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print(var_one)
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Optional::
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# Extra indentation is not necessary.
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foo = long_function_name(
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var_one, var_two,
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var_three, var_four)
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Tabs or Spaces?
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---------------
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Never mix tabs and spaces.
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The most popular way of indenting Python is with spaces only. The
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second-most popular way is with tabs only. Code indented with a
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mixture of tabs and spaces should be converted to using spaces
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exclusively. When invoking the Python command line interpreter with
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the ``-t`` option, it issues warnings about code that illegally mixes
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tabs and spaces. When using ``-tt`` these warnings become errors.
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These options are highly recommended!
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For new projects, spaces-only are strongly recommended over tabs.
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Most editors have features that make this easy to do.
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Maximum Line Length
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-------------------
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Limit all lines to a maximum of 79 characters.
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There are still many devices around that are limited to 80 character
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lines; plus, limiting windows to 80 characters makes it possible to
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have several windows side-by-side. The default wrapping on such
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devices disrupts the visual structure of the code, making it more
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difficult to understand. Therefore, please limit all lines to a
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maximum of 79 characters. For flowing long blocks of text (docstrings
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or comments), limiting the length to 72 characters is recommended.
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The preferred way of wrapping long lines is by using Python's implied
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line continuation inside parentheses, brackets and braces. Long lines
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can be broken over multiple lines by wrapping expressions in
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parentheses. These should be used in preference to using a backslash
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for line continuation. Make sure to indent the continued line
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appropriately. The preferred place to break around a binary operator
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is *after* the operator, not before it. Some examples::
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class Rectangle(Blob):
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def __init__(self, width, height,
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color='black', emphasis=None, highlight=0):
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if (width == 0 and height == 0 and
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color == 'red' and emphasis == 'strong' or
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highlight > 100):
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raise ValueError("sorry, you lose")
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if width == 0 and height == 0 and (color == 'red' or
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emphasis is None):
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raise ValueError("I don't think so -- values are %s, %s" %
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(width, height))
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Blob.__init__(self, width, height,
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color, emphasis, highlight)
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Blank Lines
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-----------
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Separate top-level function and class definitions with two blank
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lines.
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Method definitions inside a class are separated by a single blank
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line.
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Extra blank lines may be used (sparingly) to separate groups of
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related functions. Blank lines may be omitted between a bunch of
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related one-liners (e.g. a set of dummy implementations).
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Use blank lines in functions, sparingly, to indicate logical sections.
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Python accepts the control-L (i.e. ^L) form feed character as
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whitespace; Many tools treat these characters as page separators, so
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you may use them to separate pages of related sections of your file.
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Note, some editors and web-based code viewers may not recognize
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control-L as a form feed and will show another glyph in its place.
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Encodings (PEP 263)
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-------------------
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Code in the core Python distribution should always use the ASCII or
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Latin-1 encoding (a.k.a. ISO-8859-1). For Python 3.0 and beyond,
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UTF-8 is preferred over Latin-1, see PEP 3120.
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Files using ASCII should not have a coding cookie. Latin-1 (or UTF-8)
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should only be used when a comment or docstring needs to mention an
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author name that requires Latin-1; otherwise, using ``\x``, ``\u`` or
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``\U`` escapes is the preferred way to include non-ASCII data in
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string literals.
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For Python 3.0 and beyond, the following policy is prescribed for the
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standard library (see PEP 3131): All identifiers in the Python
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standard library MUST use ASCII-only identifiers, and SHOULD use
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English words wherever feasible (in many cases, abbreviations and
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technical terms are used which aren't English). In addition, string
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literals and comments must also be in ASCII. The only exceptions are
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(a) test cases testing the non-ASCII features, and
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(b) names of authors. Authors whose names are not based on the
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latin alphabet MUST provide a latin transliteration of their
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names.
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Open source projects with a global audience are encouraged to adopt a
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similar policy.
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Imports
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-------
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- Imports should usually be on separate lines, e.g.::
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Yes: import os
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import sys
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No: import sys, os
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It's okay to say this though::
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from subprocess import Popen, PIPE
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- Imports are always put at the top of the file, just after any module
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comments and docstrings, and before module globals and constants.
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Imports should be grouped in the following order:
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1. standard library imports
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2. related third party imports
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3. local application/library specific imports
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You should put a blank line between each group of imports.
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Put any relevant ``__all__`` specification after the imports.
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- Relative imports for intra-package imports are highly discouraged.
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Always use the absolute package path for all imports. Even now that
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PEP 328 is fully implemented in Python 2.5, its style of explicit
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relative imports is actively discouraged; absolute imports are more
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portable and usually more readable.
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- When importing a class from a class-containing module, it's usually
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okay to spell this::
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from myclass import MyClass
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from foo.bar.yourclass import YourClass
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If this spelling causes local name clashes, then spell them ::
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import myclass
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import foo.bar.yourclass
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and use "myclass.MyClass" and "foo.bar.yourclass.YourClass".
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Whitespace in Expressions and Statements
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2012-03-15 03:18:38 -04:00
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========================================
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Pet Peeves
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----------
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Avoid extraneous whitespace in the following situations:
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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- Immediately inside parentheses, brackets or braces. ::
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2001-07-05 14:56:12 -04:00
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2005-12-14 16:12:58 -05:00
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Yes: spam(ham[1], {eggs: 2})
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No: spam( ham[ 1 ], { eggs: 2 } )
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2012-03-15 03:18:38 -04:00
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- Immediately before a comma, semicolon, or colon::
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2005-12-14 16:12:58 -05:00
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Yes: if x == 4: print x, y; x, y = y, x
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No: if x == 4 : print x , y ; x , y = y , x
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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- Immediately before the open parenthesis that starts the argument
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list of a function call::
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2005-12-14 16:12:58 -05:00
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Yes: spam(1)
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No: spam (1)
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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- Immediately before the open parenthesis that starts an indexing or
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slicing::
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2001-07-05 14:56:12 -04:00
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2005-12-14 16:12:58 -05:00
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Yes: dict['key'] = list[index]
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No: dict ['key'] = list [index]
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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- More than one space around an assignment (or other) operator to
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align it with another.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Yes::
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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x = 1
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y = 2
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long_variable = 3
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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No::
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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x = 1
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y = 2
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long_variable = 3
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Other Recommendations
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---------------------
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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- Always surround these binary operators with a single space on either
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side: assignment (``=``), augmented assignment (``+=``, ``-=``
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etc.), comparisons (``==``, ``<``, ``>``, ``!=``, ``<>``, ``<=``,
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``>=``, ``in``, ``not in``, ``is``, ``is not``), Booleans (``and``,
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``or``, ``not``).
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2001-07-05 14:56:12 -04:00
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2012-04-19 13:42:24 -04:00
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- If operators with different priorities are used, consider adding
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whitespace around the operators with the lowest priority(ies). Use
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your own judgement; however, never use more than one space, and
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always have the same amount of whitespace on both sides of a binary
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operator.
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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Yes::
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2005-12-14 16:12:58 -05:00
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i = i + 1
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submitted += 1
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x = x * 2 - 1
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hypot2 = x * x + y * y
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c = (a + b) * (a - b)
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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No::
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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i=i+1
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submitted +=1
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x = x*2 - 1
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hypot2 = x*x + y*y
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c = (a+b) * (a-b)
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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- Don't use spaces around the ``=`` sign when used to indicate a
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keyword argument or a default parameter value.
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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Yes::
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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def complex(real, imag=0.0):
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return magic(r=real, i=imag)
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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No::
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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def complex(real, imag = 0.0):
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return magic(r = real, i = imag)
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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- Compound statements (multiple statements on the same line) are
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generally discouraged.
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2002-10-17 11:32:18 -04:00
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2012-03-15 03:18:38 -04:00
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Yes::
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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if foo == 'blah':
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do_blah_thing()
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do_one()
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do_two()
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do_three()
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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Rather not::
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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if foo == 'blah': do_blah_thing()
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do_one(); do_two(); do_three()
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2002-10-17 11:32:18 -04:00
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2012-03-15 03:18:38 -04:00
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- While sometimes it's okay to put an if/for/while with a small body
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on the same line, never do this for multi-clause statements. Also
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avoid folding such long lines!
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2005-12-14 17:10:16 -05:00
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2012-03-15 03:18:38 -04:00
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Rather not::
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2005-12-14 17:10:16 -05:00
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2012-03-15 03:18:38 -04:00
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if foo == 'blah': do_blah_thing()
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for x in lst: total += x
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while t < 10: t = delay()
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2005-12-14 17:10:16 -05:00
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2012-03-15 03:18:38 -04:00
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Definitely not::
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2005-12-14 17:10:16 -05:00
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2012-03-15 03:18:38 -04:00
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if foo == 'blah': do_blah_thing()
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else: do_non_blah_thing()
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2005-12-14 17:10:16 -05:00
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2012-03-15 03:18:38 -04:00
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try: something()
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finally: cleanup()
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2005-12-14 17:10:16 -05:00
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2012-03-15 03:18:38 -04:00
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do_one(); do_two(); do_three(long, argument,
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list, like, this)
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2005-12-14 17:10:16 -05:00
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2012-03-15 03:18:38 -04:00
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if foo == 'blah': one(); two(); three()
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2001-07-05 14:56:12 -04:00
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Comments
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2012-03-15 03:18:38 -04:00
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========
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Comments that contradict the code are worse than no comments. Always
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make a priority of keeping the comments up-to-date when the code
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changes!
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Comments should be complete sentences. If a comment is a phrase or
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sentence, its first word should be capitalized, unless it is an
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identifier that begins with a lower case letter (never alter the case
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of identifiers!).
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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If a comment is short, the period at the end can be omitted. Block
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comments generally consist of one or more paragraphs built out of
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complete sentences, and each sentence should end in a period.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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You should use two spaces after a sentence-ending period.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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When writing English, Strunk and White apply.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Python coders from non-English speaking countries: please write your
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comments in English, unless you are 120% sure that the code will never
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be read by people who don't speak your language.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Block Comments
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--------------
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Block comments generally apply to some (or all) code that follows
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them, and are indented to the same level as that code. Each line of a
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block comment starts with a ``#`` and a single space (unless it is
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indented text inside the comment).
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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Paragraphs inside a block comment are separated by a line containing a
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single ``#``.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Inline Comments
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---------------
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Use inline comments sparingly.
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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An inline comment is a comment on the same line as a statement.
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Inline comments should be separated by at least two spaces from the
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statement. They should start with a # and a single space.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Inline comments are unnecessary and in fact distracting if they state
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the obvious. Don't do this::
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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x = x + 1 # Increment x
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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But sometimes, this is useful::
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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x = x + 1 # Compensate for border
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2001-07-05 14:56:12 -04:00
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Documentation Strings
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2012-03-15 03:18:38 -04:00
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---------------------
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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Conventions for writing good documentation strings
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(a.k.a. "docstrings") are immortalized in PEP 257.
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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- Write docstrings for all public modules, functions, classes, and
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methods. Docstrings are not necessary for non-public methods, but
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you should have a comment that describes what the method does. This
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comment should appear after the ``def`` line.
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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- PEP 257 describes good docstring conventions. Note that most
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importantly, the ``"""`` that ends a multiline docstring should be
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on a line by itself, and preferably preceded by a blank line, e.g.::
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2002-05-24 12:22:16 -04:00
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"""Return a foobang
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Optional plotz says to frobnicate the bizbaz first.
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2005-12-14 17:10:16 -05:00
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2002-05-24 12:22:16 -04:00
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"""
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2012-03-15 03:18:38 -04:00
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- For one liner docstrings, it's okay to keep the closing ``"""`` on
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the same line.
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2001-07-05 14:56:12 -04:00
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Version Bookkeeping
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2012-03-15 03:18:38 -04:00
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===================
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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If you have to have Subversion, CVS, or RCS crud in your source file,
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do it as follows. ::
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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__version__ = "$Revision$"
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# $Source$
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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These lines should be included after the module's docstring, before
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any other code, separated by a blank line above and below.
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2001-07-05 14:56:12 -04:00
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Naming Conventions
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2012-03-15 03:18:38 -04:00
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==================
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The naming conventions of Python's library are a bit of a mess, so
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we'll never get this completely consistent -- nevertheless, here are
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the currently recommended naming standards. New modules and packages
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(including third party frameworks) should be written to these
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standards, but where an existing library has a different style,
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internal consistency is preferred.
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Descriptive: Naming Styles
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--------------------------
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There are a lot of different naming styles. It helps to be able to
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recognize what naming style is being used, independently from what
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they are used for.
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The following naming styles are commonly distinguished:
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- ``b`` (single lowercase letter)
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- ``B`` (single uppercase letter)
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- ``lowercase``
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- ``lower_case_with_underscores``
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- ``UPPERCASE``
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- ``UPPER_CASE_WITH_UNDERSCORES``
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- ``CapitalizedWords`` (or CapWords, or CamelCase -- so named because
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of the bumpy look of its letters [4]_). This is also sometimes known
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as StudlyCaps.
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Note: When using abbreviations in CapWords, capitalize all the
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letters of the abbreviation. Thus HTTPServerError is better than
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HttpServerError.
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- ``mixedCase`` (differs from CapitalizedWords by initial lowercase
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character!)
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- ``Capitalized_Words_With_Underscores`` (ugly!)
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There's also the style of using a short unique prefix to group related
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names together. This is not used much in Python, but it is mentioned
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for completeness. For example, the ``os.stat()`` function returns a
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tuple whose items traditionally have names like ``st_mode``,
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2012-03-15 03:24:13 -04:00
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``st_size``, ``st_mtime`` and so on. (This is done to emphasize the
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2012-03-15 03:18:38 -04:00
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correspondence with the fields of the POSIX system call struct, which
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|
|
helps programmers familiar with that.)
|
|
|
|
|
|
|
|
|
|
The X11 library uses a leading X for all its public functions. In
|
|
|
|
|
Python, this style is generally deemed unnecessary because attribute
|
|
|
|
|
and method names are prefixed with an object, and function names are
|
|
|
|
|
prefixed with a module name.
|
|
|
|
|
|
|
|
|
|
In addition, the following special forms using leading or trailing
|
|
|
|
|
underscores are recognized (these can generally be combined with any
|
|
|
|
|
case convention):
|
|
|
|
|
|
|
|
|
|
- ``_single_leading_underscore``: weak "internal use" indicator.
|
|
|
|
|
E.g. ``from M import *`` does not import objects whose name starts
|
|
|
|
|
with an underscore.
|
|
|
|
|
|
|
|
|
|
- ``single_trailing_underscore_``: used by convention to avoid
|
|
|
|
|
conflicts with Python keyword, e.g. ::
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2005-12-14 16:12:58 -05:00
|
|
|
|
Tkinter.Toplevel(master, class_='ClassName')
|
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- ``__double_leading_underscore``: when naming a class attribute,
|
|
|
|
|
invokes name mangling (inside class FooBar, ``__boo`` becomes
|
|
|
|
|
``_FooBar__boo``; see below).
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- ``__double_leading_and_trailing_underscore__``: "magic" objects or
|
|
|
|
|
attributes that live in user-controlled namespaces.
|
|
|
|
|
E.g. ``__init__``, ``__import__`` or ``__file__``. Never invent
|
|
|
|
|
such names; only use them as documented.
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Prescriptive: Naming Conventions
|
|
|
|
|
--------------------------------
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Names to Avoid
|
|
|
|
|
~~~~~~~~~~~~~~
|
2002-05-24 13:07:17 -04:00
|
|
|
|
|
2012-03-15 03:23:23 -04:00
|
|
|
|
Never use the characters 'l' (lowercase letter el), 'O' (uppercase
|
|
|
|
|
letter oh), or 'I' (uppercase letter eye) as single character variable
|
2012-03-15 03:18:38 -04:00
|
|
|
|
names.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
In some fonts, these characters are indistinguishable from the
|
2012-03-15 03:23:23 -04:00
|
|
|
|
numerals one and zero. When tempted to use 'l', use 'L' instead.
|
2002-05-24 13:07:17 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Package and Module Names
|
|
|
|
|
~~~~~~~~~~~~~~~~~~~~~~~~
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Modules should have short, all-lowercase names. Underscores can be
|
|
|
|
|
used in the module name if it improves readability. Python packages
|
|
|
|
|
should also have short, all-lowercase names, although the use of
|
|
|
|
|
underscores is discouraged.
|
2004-03-20 01:42:29 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Since module names are mapped to file names, and some file systems are
|
|
|
|
|
case insensitive and truncate long names, it is important that module
|
|
|
|
|
names be chosen to be fairly short -- this won't be a problem on Unix,
|
|
|
|
|
but it may be a problem when the code is transported to older Mac or
|
|
|
|
|
Windows versions, or DOS.
|
2004-03-20 01:42:29 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
When an extension module written in C or C++ has an accompanying
|
|
|
|
|
Python module that provides a higher level (e.g. more object oriented)
|
|
|
|
|
interface, the C/C++ module has a leading underscore
|
|
|
|
|
(e.g. ``_socket``).
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Class Names
|
|
|
|
|
~~~~~~~~~~~
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Almost without exception, class names use the CapWords convention.
|
|
|
|
|
Classes for internal use have a leading underscore in addition.
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Exception Names
|
|
|
|
|
~~~~~~~~~~~~~~~
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Because exceptions should be classes, the class naming convention
|
|
|
|
|
applies here. However, you should use the suffix "Error" on your
|
|
|
|
|
exception names (if the exception actually is an error).
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Global Variable Names
|
|
|
|
|
~~~~~~~~~~~~~~~~~~~~~
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
(Let's hope that these variables are meant for use inside one module
|
|
|
|
|
only.) The conventions are about the same as those for functions.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:23:23 -04:00
|
|
|
|
Modules that are designed for use via ``from M import *`` should use
|
|
|
|
|
the ``__all__`` mechanism to prevent exporting globals, or use the
|
|
|
|
|
older convention of prefixing such globals with an underscore (which
|
|
|
|
|
you might want to do to indicate these globals are "module
|
|
|
|
|
non-public").
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Function Names
|
|
|
|
|
~~~~~~~~~~~~~~
|
2004-03-27 15:14:19 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Function names should be lowercase, with words separated by
|
|
|
|
|
underscores as necessary to improve readability.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
mixedCase is allowed only in contexts where that's already the
|
|
|
|
|
prevailing style (e.g. threading.py), to retain backwards
|
|
|
|
|
compatibility.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Function and method arguments
|
|
|
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Always use ``self`` for the first argument to instance methods.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Always use ``cls`` for the first argument to class methods.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
If a function argument's name clashes with a reserved keyword, it is
|
|
|
|
|
generally better to append a single trailing underscore rather than
|
|
|
|
|
use an abbreviation or spelling corruption. Thus ``class_`` is better
|
|
|
|
|
than ``clss``. (Perhaps better is to avoid such clashes by using a
|
|
|
|
|
synonym.)
|
2004-03-27 15:14:19 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Method Names and Instance Variables
|
|
|
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Use the function naming rules: lowercase with words separated by
|
|
|
|
|
underscores as necessary to improve readability.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Use one leading underscore only for non-public methods and instance
|
|
|
|
|
variables.
|
2004-03-29 20:12:22 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
To avoid name clashes with subclasses, use two leading underscores to
|
|
|
|
|
invoke Python's name mangling rules.
|
2004-03-29 20:12:22 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Python mangles these names with the class name: if class Foo has an
|
|
|
|
|
attribute named ``__a``, it cannot be accessed by ``Foo.__a``. (An
|
|
|
|
|
insistent user could still gain access by calling ``Foo._Foo__a``.)
|
|
|
|
|
Generally, double leading underscores should be used only to avoid
|
|
|
|
|
name conflicts with attributes in classes designed to be subclassed.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note: there is some controversy about the use of __names (see below).
|
2001-07-05 14:56:12 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Constants
|
|
|
|
|
~~~~~~~~~
|
2009-01-21 22:33:57 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Constants are usually defined on a module level and written in all
|
|
|
|
|
capital letters with underscores separating words. Examples include
|
|
|
|
|
``MAX_OVERFLOW`` and ``TOTAL``.
|
2009-01-21 22:33:57 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Designing for inheritance
|
|
|
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Always decide whether a class's methods and instance variables
|
|
|
|
|
(collectively: "attributes") should be public or non-public. If in
|
|
|
|
|
doubt, choose non-public; it's easier to make it public later than to
|
|
|
|
|
make a public attribute non-public.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Public attributes are those that you expect unrelated clients of your
|
|
|
|
|
class to use, with your commitment to avoid backward incompatible
|
|
|
|
|
changes. Non-public attributes are those that are not intended to be
|
|
|
|
|
used by third parties; you make no guarantees that non-public
|
|
|
|
|
attributes won't change or even be removed.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
We don't use the term "private" here, since no attribute is really
|
|
|
|
|
private in Python (without a generally unnecessary amount of work).
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Another category of attributes are those that are part of the
|
|
|
|
|
"subclass API" (often called "protected" in other languages). Some
|
|
|
|
|
classes are designed to be inherited from, either to extend or modify
|
|
|
|
|
aspects of the class's behavior. When designing such a class, take
|
|
|
|
|
care to make explicit decisions about which attributes are public,
|
|
|
|
|
which are part of the subclass API, and which are truly only to be
|
|
|
|
|
used by your base class.
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
With this in mind, here are the Pythonic guidelines:
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- Public attributes should have no leading underscores.
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- If your public attribute name collides with a reserved keyword,
|
|
|
|
|
append a single trailing underscore to your attribute name. This is
|
|
|
|
|
preferable to an abbreviation or corrupted spelling. (However,
|
|
|
|
|
notwithstanding this rule, 'cls' is the preferred spelling for any
|
|
|
|
|
variable or argument which is known to be a class, especially the
|
|
|
|
|
first argument to a class method.)
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note 1: See the argument name recommendation above for class methods.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- For simple public data attributes, it is best to expose just the
|
|
|
|
|
attribute name, without complicated accessor/mutator methods. Keep
|
|
|
|
|
in mind that Python provides an easy path to future enhancement,
|
|
|
|
|
should you find that a simple data attribute needs to grow
|
|
|
|
|
functional behavior. In that case, use properties to hide
|
|
|
|
|
functional implementation behind simple data attribute access
|
|
|
|
|
syntax.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note 1: Properties only work on new-style classes.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note 2: Try to keep the functional behavior side-effect free,
|
|
|
|
|
although side-effects such as caching are generally fine.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note 3: Avoid using properties for computationally expensive
|
|
|
|
|
operations; the attribute notation makes the caller believe that
|
|
|
|
|
access is (relatively) cheap.
|
2005-12-14 17:10:16 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- If your class is intended to be subclassed, and you have attributes
|
|
|
|
|
that you do not want subclasses to use, consider naming them with
|
|
|
|
|
double leading underscores and no trailing underscores. This
|
|
|
|
|
invokes Python's name mangling algorithm, where the name of the
|
|
|
|
|
class is mangled into the attribute name. This helps avoid
|
|
|
|
|
attribute name collisions should subclasses inadvertently contain
|
|
|
|
|
attributes with the same name.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note 1: Note that only the simple class name is used in the mangled
|
|
|
|
|
name, so if a subclass chooses both the same class name and attribute
|
|
|
|
|
name, you can still get name collisions.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note 2: Name mangling can make certain uses, such as debugging and
|
|
|
|
|
``__getattr__()``, less convenient. However the name mangling
|
|
|
|
|
algorithm is well documented and easy to perform manually.
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
Note 3: Not everyone likes name mangling. Try to balance the
|
|
|
|
|
need to avoid accidental name clashes with potential use by
|
|
|
|
|
advanced callers.
|
2005-12-14 17:10:16 -05:00
|
|
|
|
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2002-05-24 15:39:47 -04:00
|
|
|
|
Programming Recommendations
|
2012-03-15 03:18:38 -04:00
|
|
|
|
===========================
|
|
|
|
|
|
|
|
|
|
- Code should be written in a way that does not disadvantage other
|
|
|
|
|
implementations of Python (PyPy, Jython, IronPython, Cython, Psyco,
|
|
|
|
|
and such).
|
2002-05-24 12:22:16 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
For example, do not rely on CPython's efficient implementation of
|
|
|
|
|
in-place string concatenation for statements in the form ``a += b``
|
|
|
|
|
or ``a = a + b``. Those statements run more slowly in Jython. In
|
|
|
|
|
performance sensitive parts of the library, the ``''.join()`` form
|
|
|
|
|
should be used instead. This will ensure that concatenation occurs
|
|
|
|
|
in linear time across various implementations.
|
|
|
|
|
|
|
|
|
|
- Comparisons to singletons like None should always be done with
|
|
|
|
|
``is`` or ``is not``, never the equality operators.
|
|
|
|
|
|
|
|
|
|
Also, beware of writing ``if x`` when you really mean ``if x is not
|
|
|
|
|
None`` -- e.g. when testing whether a variable or argument that
|
|
|
|
|
defaults to None was set to some other value. The other value might
|
|
|
|
|
have a type (such as a container) that could be false in a boolean
|
|
|
|
|
context!
|
2004-08-06 14:47:26 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- When implementing ordering operations with rich comparisons, it is
|
|
|
|
|
best to implement all six operations (``__eq__``, ``__ne__``,
|
|
|
|
|
``__lt__``, ``__le__``, ``__gt__``, ``__ge__``) rather than relying
|
|
|
|
|
on other code to only exercise a particular comparison.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
To minimize the effort involved, the ``functools.total_ordering()``
|
|
|
|
|
decorator provides a tool to generate missing comparison methods.
|
2005-12-14 16:12:58 -05:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
PEP 207 indicates that reflexivity rules *are* assumed by Python.
|
|
|
|
|
Thus, the interpreter may swap ``y > x`` with ``x < y``, ``y >= x``
|
|
|
|
|
with ``x <= y``, and may swap the arguments of ``x == y`` and ``x !=
|
|
|
|
|
y``. The ``sort()`` and ``min()`` operations are guaranteed to use
|
|
|
|
|
the ``<`` operator and the ``max()`` function uses the ``>``
|
|
|
|
|
operator. However, it is best to implement all six operations so
|
|
|
|
|
that confusion doesn't arise in other contexts.
|
2011-04-06 16:53:31 -04:00
|
|
|
|
|
2012-03-15 03:18:38 -04:00
|
|
|
|
- Use class-based exceptions.
|
2011-04-06 16:53:31 -04:00
|
|
|
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2012-03-15 03:18:38 -04:00
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String exceptions in new code are forbidden, because this language
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feature is being removed in Python 2.6.
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2011-04-06 16:53:31 -04:00
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2012-03-15 03:18:38 -04:00
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Modules or packages should define their own domain-specific base
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exception class, which should be subclassed from the built-in
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Exception class. Always include a class docstring. E.g.::
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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class MessageError(Exception):
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"""Base class for errors in the email package."""
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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Class naming conventions apply here, although you should add the
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suffix "Error" to your exception classes, if the exception is an
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error. Non-error exceptions need no special suffix.
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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- When raising an exception, use ``raise ValueError('message')``
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instead of the older form ``raise ValueError, 'message'``.
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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The paren-using form is preferred because when the exception
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arguments are long or include string formatting, you don't need to
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use line continuation characters thanks to the containing
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parentheses. The older form will be removed in Python 3.
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2005-08-07 09:27:54 -04:00
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2012-03-15 03:18:38 -04:00
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- When catching exceptions, mention specific exceptions whenever
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possible instead of using a bare ``except:`` clause.
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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For example, use::
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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try:
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import platform_specific_module
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except ImportError:
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platform_specific_module = None
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2007-02-01 16:09:28 -05:00
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2012-03-15 03:18:38 -04:00
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A bare ``except:`` clause will catch SystemExit and
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KeyboardInterrupt exceptions, making it harder to interrupt a
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program with Control-C, and can disguise other problems. If you
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want to catch all exceptions that signal program errors, use
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``except Exception:`` (bare except is equivalent to ``except
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BaseException:``).
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2007-02-01 16:09:28 -05:00
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2012-03-15 03:18:38 -04:00
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A good rule of thumb is to limit use of bare 'except' clauses to two
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cases:
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2007-02-01 16:09:28 -05:00
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2012-03-15 03:18:38 -04:00
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1. If the exception handler will be printing out or logging the
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traceback; at least the user will be aware that an error has
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occurred.
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2007-02-01 16:09:28 -05:00
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2012-03-15 03:18:38 -04:00
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2. If the code needs to do some cleanup work, but then lets the
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exception propagate upwards with ``raise``. ``try...finally``
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can be a better way to handle this case.
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2007-02-01 16:09:28 -05:00
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2012-03-15 03:18:38 -04:00
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- Additionally, for all try/except clauses, limit the ``try`` clause
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to the absolute minimum amount of code necessary. Again, this
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avoids masking bugs.
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2007-02-01 16:09:28 -05:00
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2012-03-15 03:18:38 -04:00
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Yes::
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2007-02-01 16:09:28 -05:00
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2012-03-15 03:18:38 -04:00
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try:
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value = collection[key]
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except KeyError:
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return key_not_found(key)
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else:
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return handle_value(value)
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2007-04-06 11:09:21 -04:00
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2012-03-15 03:18:38 -04:00
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No::
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2007-04-06 11:09:21 -04:00
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2012-03-15 03:18:38 -04:00
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try:
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# Too broad!
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return handle_value(collection[key])
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except KeyError:
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# Will also catch KeyError raised by handle_value()
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return key_not_found(key)
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2007-04-06 11:09:21 -04:00
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2012-03-15 03:18:38 -04:00
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- Use string methods instead of the string module.
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2007-04-06 11:09:21 -04:00
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2012-03-15 03:18:38 -04:00
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String methods are always much faster and share the same API with
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unicode strings. Override this rule if backward compatibility with
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Pythons older than 2.0 is required.
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2007-04-06 11:09:21 -04:00
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2012-03-15 03:18:38 -04:00
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- Use ``''.startswith()`` and ``''.endswith()`` instead of string
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slicing to check for prefixes or suffixes.
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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startswith() and endswith() are cleaner and less error prone. For
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example::
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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Yes: if foo.startswith('bar'):
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No: if foo[:3] == 'bar':
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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The exception is if your code must work with Python 1.5.2 (but let's
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hope not!).
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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- Object type comparisons should always use isinstance() instead of
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comparing types directly. ::
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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Yes: if isinstance(obj, int):
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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No: if type(obj) is type(1):
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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When checking if an object is a string, keep in mind that it might
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be a unicode string too! In Python 2.3, str and unicode have a
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common base class, basestring, so you can do::
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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if isinstance(obj, basestring):
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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- For sequences, (strings, lists, tuples), use the fact that empty
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sequences are false. ::
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2005-12-14 16:12:58 -05:00
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Yes: if not seq:
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if seq:
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No: if len(seq)
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if not len(seq)
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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- Don't write string literals that rely on significant trailing
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whitespace. Such trailing whitespace is visually indistinguishable
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and some editors (or more recently, reindent.py) will trim them.
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2002-05-24 15:46:20 -04:00
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2012-03-15 03:18:38 -04:00
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- Don't compare boolean values to True or False using ``==``. ::
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2005-12-14 17:54:57 -05:00
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2012-03-15 03:18:38 -04:00
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Yes: if greeting:
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No: if greeting == True:
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Worse: if greeting is True:
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2002-05-24 15:39:47 -04:00
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2001-07-05 14:56:12 -04:00
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References
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2012-03-15 03:18:38 -04:00
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==========
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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.. [1] PEP 7, Style Guide for C Code, van Rossum
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2001-12-21 00:49:26 -05:00
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2012-03-15 03:18:38 -04:00
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.. [2] http://www.python.org/doc/essays/styleguide.html
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2002-05-24 12:22:16 -04:00
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2012-03-15 03:18:38 -04:00
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.. [3] Barry's GNU Mailman style guide
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http://barry.warsaw.us/software/STYLEGUIDE.txt
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2005-12-14 16:12:58 -05:00
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2012-03-15 03:18:38 -04:00
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.. [4] http://www.wikipedia.com/wiki/CamelCase
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2005-12-14 17:10:16 -05:00
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2001-07-05 14:56:12 -04:00
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Copyright
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2012-03-15 03:18:38 -04:00
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=========
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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This document has been placed in the public domain.
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2001-07-05 14:56:12 -04:00
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2012-03-15 03:18:38 -04:00
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..
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Local Variables:
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mode: indented-text
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indent-tabs-mode: nil
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sentence-end-double-space: t
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fill-column: 70
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coding: utf-8
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End:
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