Writing Python 2-3 compatible code — Python-Future documentation (original) (raw)
- Copyright (c): 2013-2024 Python Charmers, Australia.
- Author: Ed Schofield.
- Licence: Creative Commons Attribution.
A PDF version is here: https://python-future.org/compatible_idioms.pdf
This notebook shows you idioms for writing future-proof code that is compatible with both versions of Python: 2 and 3. It accompanies Ed Schofield’s talk at PyCon AU 2014, “Writing 2/3 compatible code”. (The video is here: https://www.youtube.com/watch?v=KOqk8j11aAI&t=10m14s.)
Minimum versions:
- Python 2: 2.7+
- Python 3: 3.4+
Setup¶
The imports below refer to these pip
-installable packages on PyPI:
import future # pip install future import builtins # pip install future import past # pip install future import six # pip install six
The following scripts are also pip
-installable:
futurize # pip install future pasteurize # pip install future
See https://python-future.org and https://pythonhosted.org/six/ for more information.
Essential syntax differences¶
print¶
Python 2 only:
print 'Hello'
Python 2 and 3:
print('Hello')
To print multiple strings, import print_function
to prevent Py2 from interpreting it as a tuple:
Python 2 only:
print 'Hello', 'Guido'
Python 2 and 3:
from future import print_function # (at top of module)
print('Hello', 'Guido')
Python 2 only:
print >> sys.stderr, 'Hello'
Python 2 and 3:
from future import print_function
print('Hello', file=sys.stderr)
Python 2 only:
print 'Hello',
Python 2 and 3:
from future import print_function
print('Hello', end='')
Raising exceptions¶
Python 2 only:
raise ValueError, "dodgy value"
Python 2 and 3:
raise ValueError("dodgy value")
Raising exceptions with a traceback:
Python 2 only:
traceback = sys.exc_info()[2] raise ValueError, "dodgy value", traceback
Python 3 only:
raise ValueError("dodgy value").with_traceback()
Python 2 and 3: option 1
from six import reraise as raise_
or
from future.utils import raise_
traceback = sys.exc_info()[2] raise_(ValueError, "dodgy value", traceback)
Python 2 and 3: option 2
from future.utils import raise_with_traceback
raise_with_traceback(ValueError("dodgy value"))
Exception chaining (PEP 3134):
Setup:
class DatabaseError(Exception): pass
Python 3 only
class FileDatabase: def init(self, filename): try: self.file = open(filename) except IOError as exc: raise DatabaseError('failed to open') from exc
Python 2 and 3:
from future.utils import raise_from
class FileDatabase: def init(self, filename): try: self.file = open(filename) except IOError as exc: raise_from(DatabaseError('failed to open'), exc)
Testing the above:
try: fd = FileDatabase('non_existent_file.txt') except Exception as e: assert isinstance(e.cause, IOError) # FileNotFoundError on Py3.3+ inherits from IOError
Catching exceptions¶
Python 2 only:
try: ... except ValueError, e: ...
Python 2 and 3:
try: ... except ValueError as e: ...
Division¶
Integer division (rounding down):
Python 2 only:
assert 2 / 3 == 0
Python 2 and 3:
assert 2 // 3 == 0
“True division” (float division):
Python 3 only:
assert 3 / 2 == 1.5
Python 2 and 3:
from future import division # (at top of module)
assert 3 / 2 == 1.5
“Old division” (i.e. compatible with Py2 behaviour):
Python 2 only:
a = b / c # with any types
Python 2 and 3:
from past.utils import old_div
a = old_div(b, c) # always same as / on Py2
Long integers¶
Short integers are gone in Python 3 and long
has become int
(without the trailing L
in the repr
).
Python 2 only
k = 9223372036854775808L
Python 2 and 3:
k = 9223372036854775808
Python 2 only
bigint = 1L
Python 2 and 3
from builtins import int bigint = int(1)
To test whether a value is an integer (of any kind):
Python 2 only:
if isinstance(x, (int, long)): ...
Python 3 only:
if isinstance(x, int): ...
Python 2 and 3: option 1
from builtins import int # subclass of long on Py2
if isinstance(x, int): # matches both int and long on Py2 ...
Python 2 and 3: option 2
from past.builtins import long
if isinstance(x, (int, long)): ...
Octal constants¶
Backtick repr¶
Metaclasses¶
class BaseForm(object): pass
class FormType(type): pass
Python 2 only:
class Form(BaseForm): metaclass = FormType pass
Python 3 only:
class Form(BaseForm, metaclass=FormType): pass
Python 2 and 3:
from six import with_metaclass
or
from future.utils import with_metaclass
class Form(with_metaclass(FormType, BaseForm)): pass
Strings and bytes¶
Unicode (text) string literals¶
If you are upgrading an existing Python 2 codebase, it may be preferable to mark up all string literals as unicode explicitly with u
prefixes:
Python 2 only
s1 = 'The Zen of Python' s2 = u'きたないのよりきれいな方がいい\n'
Python 2 and 3
s1 = u'The Zen of Python' s2 = u'きたないのよりきれいな方がいい\n'
The futurize
and python-modernize
tools do not currently offer an option to do this automatically.
If you are writing code for a new project or new codebase, you can use this idiom to make all string literals in a module unicode strings:
Python 2 and 3
from future import unicode_literals # at top of module
s1 = 'The Zen of Python' s2 = 'きたないのよりきれいな方がいい\n'
See https://python-future.org/unicode_literals.html for more discussion on which style to use.
Byte-string literals¶
Python 2 only
s = 'This must be a byte-string'
Python 2 and 3
s = b'This must be a byte-string'
To loop over a byte-string with possible high-bit characters, obtaining each character as a byte-string of length 1:
Python 2 only:
for bytechar in 'byte-string with high-bit chars like \xf9': ...
Python 3 only:
for myint in b'byte-string with high-bit chars like \xf9': bytechar = bytes([myint])
Python 2 and 3:
from builtins import bytes for myint in bytes(b'byte-string with high-bit chars like \xf9'): bytechar = bytes([myint])
As an alternative, chr()
and .encode('latin-1')
can be used to convert an int into a 1-char byte string:
Python 3 only:
for myint in b'byte-string with high-bit chars like \xf9': char = chr(myint) # returns a unicode string bytechar = char.encode('latin-1')
Python 2 and 3:
from builtins import bytes, chr for myint in bytes(b'byte-string with high-bit chars like \xf9'): char = chr(myint) # returns a unicode string bytechar = char.encode('latin-1') # forces returning a byte str
basestring¶
Python 2 only:
a = u'abc' b = 'def' assert (isinstance(a, basestring) and isinstance(b, basestring))
Python 2 and 3: alternative 1
from past.builtins import basestring # pip install future
a = u'abc' b = b'def' assert (isinstance(a, basestring) and isinstance(b, basestring))
Python 2 and 3: alternative 2: refactor the code to avoid considering
byte-strings as strings.
from builtins import str a = u'abc' b = b'def' c = b.decode() assert isinstance(a, str) and isinstance(c, str)
...
unicode¶
Python 2 only:
templates = [u"blog/blog_post_detail_%s.html" % unicode(slug)]
Python 2 and 3: alternative 1
from builtins import str templates = [u"blog/blog_post_detail_%s.html" % str(slug)]
Python 2 and 3: alternative 2
from builtins import str as text templates = [u"blog/blog_post_detail_%s.html" % text(slug)]
StringIO¶
Python 2 only:
from StringIO import StringIO
or:
from cStringIO import StringIO
Python 2 and 3:
from io import BytesIO # for handling byte strings from io import StringIO # for handling unicode strings
Imports relative to a package¶
Suppose the package is:
mypackage/ init.py submodule1.py submodule2.py
and the code below is in submodule1.py
:
Python 2 only:
import submodule2
Python 2 and 3:
from . import submodule2
Python 2 and 3:
To make Py2 code safer (more like Py3) by preventing
implicit relative imports, you can also add this to the top:
from future import absolute_import
Dictionaries¶
heights = {'Fred': 175, 'Anne': 166, 'Joe': 192}
Iterating through dict
keys/values/items¶
Iterable dict keys:
Python 2 only:
for key in heights.iterkeys(): ...
Python 2 and 3:
for key in heights: ...
Iterable dict values:
Python 2 only:
for value in heights.itervalues(): ...
Idiomatic Python 3
for value in heights.values(): # extra memory overhead on Py2 ...
Python 2 and 3: option 1
from builtins import dict
heights = dict(Fred=175, Anne=166, Joe=192) for key in heights.values(): # efficient on Py2 and Py3 ...
Python 2 and 3: option 2
from future.utils import itervalues
or
from six import itervalues
for key in itervalues(heights): ...
Iterable dict items:
Python 2 only:
for (key, value) in heights.iteritems(): ...
Python 2 and 3: option 1
for (key, value) in heights.items(): # inefficient on Py2 ...
Python 2 and 3: option 2
from future.utils import viewitems
for (key, value) in viewitems(heights): # also behaves like a set ...
Python 2 and 3: option 3
from future.utils import iteritems
or
from six import iteritems
for (key, value) in iteritems(heights): ...
dict keys/values/items as a list¶
dict keys as a list:
Python 2 only:
keylist = heights.keys() assert isinstance(keylist, list)
Python 2 and 3:
keylist = list(heights) assert isinstance(keylist, list)
dict values as a list:
Python 2 only:
heights = {'Fred': 175, 'Anne': 166, 'Joe': 192} valuelist = heights.values() assert isinstance(valuelist, list)
Python 2 and 3: option 1
valuelist = list(heights.values()) # inefficient on Py2
Python 2 and 3: option 2
from builtins import dict
heights = dict(Fred=175, Anne=166, Joe=192) valuelist = list(heights.values())
Python 2 and 3: option 3
from future.utils import listvalues
valuelist = listvalues(heights)
Python 2 and 3: option 4
from future.utils import itervalues
or
from six import itervalues
valuelist = list(itervalues(heights))
dict items as a list:
Python 2 and 3: option 1
itemlist = list(heights.items()) # inefficient on Py2
Python 2 and 3: option 2
from future.utils import listitems
itemlist = listitems(heights)
Python 2 and 3: option 3
from future.utils import iteritems
or
from six import iteritems
itemlist = list(iteritems(heights))
Custom class behaviour¶
Custom iterators¶
Python 2 only
class Upper(object): def init(self, iterable): self._iter = iter(iterable) def next(self): # Py2-style return self._iter.next().upper() def iter(self): return self
itr = Upper('hello') assert itr.next() == 'H' # Py2-style assert list(itr) == list('ELLO')
Python 2 and 3: option 1
from builtins import object
class Upper(object): def init(self, iterable): self._iter = iter(iterable) def next(self): # Py3-style iterator interface return next(self._iter).upper() # builtin next() function calls def iter(self): return self
itr = Upper('hello') assert next(itr) == 'H' # compatible style assert list(itr) == list('ELLO')
Python 2 and 3: option 2
from future.utils import implements_iterator
@implements_iterator class Upper(object): def init(self, iterable): self._iter = iter(iterable) def next(self): # Py3-style iterator interface return next(self._iter).upper() # builtin next() function calls def iter(self): return self
itr = Upper('hello') assert next(itr) == 'H' assert list(itr) == list('ELLO')
Custom __str__
methods¶
Python 2 only:
class MyClass(object): def unicode(self): return 'Unicode string: \u5b54\u5b50' def str(self): return unicode(self).encode('utf-8')
a = MyClass() print(a) # prints encoded string
Python 2 and 3:
from future.utils import python_2_unicode_compatible
@python_2_unicode_compatible class MyClass(object): def str(self): return u'Unicode string: \u5b54\u5b50'
a = MyClass() print(a) # prints string encoded as utf-8 on Py2
Custom __nonzero__
vs __bool__
method:¶
Python 2 only:
class AllOrNothing(object): def init(self, l): self.l = l def nonzero(self): return all(self.l)
container = AllOrNothing([0, 100, 200]) assert not bool(container)
Python 2 and 3:
from builtins import object
class AllOrNothing(object): def init(self, l): self.l = l def bool(self): return all(self.l)
container = AllOrNothing([0, 100, 200]) assert not bool(container)
Lists versus iterators¶
xrange¶
Python 2 only:
for i in xrange(10**8): ...
Python 2 and 3: forward-compatible
from builtins import range for i in range(10**8): ...
Python 2 and 3: backward-compatible
from past.builtins import xrange for i in xrange(10**8): ...
range¶
Python 2 only
mylist = range(5) assert mylist == [0, 1, 2, 3, 4]
Python 2 and 3: forward-compatible: option 1
mylist = list(range(5)) # copies memory on Py2 assert mylist == [0, 1, 2, 3, 4]
Python 2 and 3: forward-compatible: option 2
from builtins import range
mylist = list(range(5)) assert mylist == [0, 1, 2, 3, 4]
Python 2 and 3: option 3
from future.utils import lrange
mylist = lrange(5) assert mylist == [0, 1, 2, 3, 4]
Python 2 and 3: backward compatible
from past.builtins import range
mylist = range(5) assert mylist == [0, 1, 2, 3, 4]
map¶
Python 2 only:
mynewlist = map(f, myoldlist) assert mynewlist == [f(x) for x in myoldlist]
Python 2 and 3: option 1
Idiomatic Py3, but inefficient on Py2
mynewlist = list(map(f, myoldlist)) assert mynewlist == [f(x) for x in myoldlist]
Python 2 and 3: option 2
from builtins import map
mynewlist = list(map(f, myoldlist)) assert mynewlist == [f(x) for x in myoldlist]
Python 2 and 3: option 3
try: import itertools.imap as map except ImportError: pass
mynewlist = list(map(f, myoldlist)) # inefficient on Py2 assert mynewlist == [f(x) for x in myoldlist]
Python 2 and 3: option 4
from future.utils import lmap
mynewlist = lmap(f, myoldlist) assert mynewlist == [f(x) for x in myoldlist]
Python 2 and 3: option 5
from past.builtins import map
mynewlist = map(f, myoldlist) assert mynewlist == [f(x) for x in myoldlist]
imap¶
Python 2 only:
from itertools import imap
myiter = imap(func, myoldlist) assert isinstance(myiter, iter)
Python 3 only:
myiter = map(func, myoldlist) assert isinstance(myiter, iter)
Python 2 and 3: option 1
from builtins import map
myiter = map(func, myoldlist) assert isinstance(myiter, iter)
Python 2 and 3: option 2
try: import itertools.imap as map except ImportError: pass
myiter = map(func, myoldlist) assert isinstance(myiter, iter)
Python 2 and 3: option 3
from six.moves import map
myiter = map(func, myoldlist) assert isinstance(myiter, iter)
zip, izip¶
As above with zip
and itertools.izip
.
filter, ifilter¶
As above with filter
and itertools.ifilter
too.
Other builtins¶
File IO with open()¶
Python 2 only
f = open('myfile.txt') data = f.read() # as a byte string text = data.decode('utf-8')
Python 2 and 3: alternative 1
from io import open f = open('myfile.txt', 'rb') data = f.read() # as bytes text = data.decode('utf-8') # unicode, not bytes
Python 2 and 3: alternative 2
from io import open f = open('myfile.txt', encoding='utf-8') text = f.read() # unicode, not bytes
reduce()¶
Python 2 only:
assert reduce(lambda x, y: x+y, [1, 2, 3, 4, 5]) == 1+2+3+4+5
Python 2 and 3:
from functools import reduce
assert reduce(lambda x, y: x+y, [1, 2, 3, 4, 5]) == 1+2+3+4+5
raw_input()¶
Python 2 only:
name = raw_input('What is your name? ') assert isinstance(name, str) # native str
Python 2 and 3:
from builtins import input
name = input('What is your name? ') assert isinstance(name, str) # native str on Py2 and Py3
input()¶
Python 2 only:
input("Type something safe please: ")
Python 2 and 3
from builtins import input eval(input("Type something safe please: "))
Warning: using either of these is unsafe with untrusted input.
file()¶
Python 2 only:
f = file(pathname)
Python 2 and 3:
f = open(pathname)
But preferably, use this:
from io import open f = open(pathname, 'rb') # if f.read() should return bytes
or
f = open(pathname, 'rt') # if f.read() should return unicode text
exec¶
Python 2 only:
exec 'x = 10'
Python 2 and 3:
exec('x = 10')
Python 2 only:
g = globals() exec 'x = 10' in g
Python 2 and 3:
g = globals() exec('x = 10', g)
Python 2 only:
l = locals() exec 'x = 10' in g, l
Python 2 and 3:
exec('x = 10', g, l)
execfile()¶
Python 2 only:
execfile('myfile.py')
Python 2 and 3: alternative 1
from past.builtins import execfile
execfile('myfile.py')
Python 2 and 3: alternative 2
exec(compile(open('myfile.py').read()))
This can sometimes cause this:
SyntaxError: function ... uses import * and bare exec ...
See https://github.com/PythonCharmers/python-future/issues/37
unichr()¶
Python 2 only:
assert unichr(8364) == '€'
Python 3 only:
assert chr(8364) == '€'
Python 2 and 3:
from builtins import chr assert chr(8364) == '€'
intern()¶
Python 2 only:
intern('mystring')
Python 3 only:
from sys import intern intern('mystring')
Python 2 and 3: alternative 1
from past.builtins import intern intern('mystring')
Python 2 and 3: alternative 2
from six.moves import intern intern('mystring')
Python 2 and 3: alternative 3
from future.standard_library import install_aliases install_aliases() from sys import intern intern('mystring')
Python 2 and 3: alternative 2
try: from sys import intern except ImportError: pass intern('mystring')
apply()¶
args = ('a', 'b') kwargs = {'kwarg1': True}
Python 2 only:
apply(f, args, kwargs)
Python 2 and 3: alternative 1
f(*args, **kwargs)
Python 2 and 3: alternative 2
from past.builtins import apply apply(f, args, kwargs)
chr()¶
Python 2 only:
assert chr(64) == b'@' assert chr(200) == b'\xc8'
Python 3 only: option 1
assert chr(64).encode('latin-1') == b'@' assert chr(0xc8).encode('latin-1') == b'\xc8'
Python 2 and 3: option 1
from builtins import chr
assert chr(64).encode('latin-1') == b'@' assert chr(0xc8).encode('latin-1') == b'\xc8'
Python 3 only: option 2
assert bytes([64]) == b'@' assert bytes([0xc8]) == b'\xc8'
Python 2 and 3: option 2
from builtins import bytes
assert bytes([64]) == b'@' assert bytes([0xc8]) == b'\xc8'
cmp()¶
Python 2 only:
assert cmp('a', 'b') < 0 and cmp('b', 'a') > 0 and cmp('c', 'c') == 0
Python 2 and 3: alternative 1
from past.builtins import cmp assert cmp('a', 'b') < 0 and cmp('b', 'a') > 0 and cmp('c', 'c') == 0
Python 2 and 3: alternative 2
cmp = lambda(x, y): (x > y) - (x < y) assert cmp('a', 'b') < 0 and cmp('b', 'a') > 0 and cmp('c', 'c') == 0
reload()¶
Python 2 only:
reload(mymodule)
Python 2 and 3
from imp import reload reload(mymodule)
Standard library¶
dbm modules¶
Python 2 only
import anydbm import whichdb import dbm import dumbdbm import gdbm
Python 2 and 3: alternative 1
from future import standard_library standard_library.install_aliases()
import dbm import dbm.ndbm import dbm.dumb import dbm.gnu
Python 2 and 3: alternative 2
from future.moves import dbm from future.moves.dbm import dumb from future.moves.dbm import ndbm from future.moves.dbm import gnu
Python 2 and 3: alternative 3
from six.moves import dbm_gnu
(others not supported)
commands / subprocess modules¶
Python 2 only
from commands import getoutput, getstatusoutput
Python 2 and 3
from future import standard_library standard_library.install_aliases()
from subprocess import getoutput, getstatusoutput
StringIO module¶
Python 2 only
from StringIO import StringIO from cStringIO import StringIO
Python 2 and 3
from io import BytesIO
and refactor StringIO() calls to BytesIO() if passing byte-strings
http module¶
Python 2 only:
import httplib import Cookie import cookielib import BaseHTTPServer import SimpleHTTPServer import CGIHttpServer
Python 2 and 3 (after pip install future
):
import http.client import http.cookies import http.cookiejar import http.server
xmlrpc module¶
Python 2 only:
import DocXMLRPCServer import SimpleXMLRPCServer
Python 2 and 3 (after pip install future
):
import xmlrpc.server
Python 2 only:
import xmlrpclib
Python 2 and 3 (after pip install future
):
import xmlrpc.client
html escaping and entities¶
Python 2 and 3:
from cgi import escape
Safer (Python 2 and 3, after pip install future
):
from html import escape
Python 2 only:
from htmlentitydefs import codepoint2name, entitydefs, name2codepoint
Python 2 and 3 (after pip install future
):
from html.entities import codepoint2name, entitydefs, name2codepoint
html parsing¶
Python 2 only:
from HTMLParser import HTMLParser
Python 2 and 3 (after pip install future
)
from html.parser import HTMLParser
Python 2 and 3 (alternative 2):
from future.moves.html.parser import HTMLParser
urllib module¶
urllib
is the hardest module to use from Python 2/3 compatible code. You might want to switch to Requests (http://python-requests.org) instead.
Python 2 only:
from urlparse import urlparse from urllib import urlencode from urllib2 import urlopen, Request, HTTPError
Python 3 only:
from urllib.parse import urlparse, urlencode from urllib.request import urlopen, Request from urllib.error import HTTPError
Python 2 and 3: easiest option
from future.standard_library import install_aliases install_aliases()
from urllib.parse import urlparse, urlencode from urllib.request import urlopen, Request from urllib.error import HTTPError
Python 2 and 3: alternative 2
from future.standard_library import hooks
with hooks(): from urllib.parse import urlparse, urlencode from urllib.request import urlopen, Request from urllib.error import HTTPError
Python 2 and 3: alternative 3
from future.moves.urllib.parse import urlparse, urlencode from future.moves.urllib.request import urlopen, Request from future.moves.urllib.error import HTTPError
or
from six.moves.urllib.parse import urlparse, urlencode from six.moves.urllib.request import urlopen from six.moves.urllib.error import HTTPError
Python 2 and 3: alternative 4
try: from urllib.parse import urlparse, urlencode from urllib.request import urlopen, Request from urllib.error import HTTPError except ImportError: from urlparse import urlparse from urllib import urlencode from urllib2 import urlopen, Request, HTTPError
Tkinter¶
Python 2 only:
import Tkinter import Dialog import FileDialog import ScrolledText import SimpleDialog import Tix import Tkconstants import Tkdnd import tkColorChooser import tkCommonDialog import tkFileDialog import tkFont import tkMessageBox import tkSimpleDialog import ttk
Python 2 and 3 (after pip install future
):
import tkinter import tkinter.dialog import tkinter.filedialog import tkinter.scrolledtext import tkinter.simpledialog import tkinter.tix import tkinter.constants import tkinter.dnd import tkinter.colorchooser import tkinter.commondialog import tkinter.filedialog import tkinter.font import tkinter.messagebox import tkinter.simpledialog import tkinter.ttk
socketserver¶
Python 2 only:
import SocketServer
Python 2 and 3 (after pip install future
):
import socketserver
copy_reg, copyreg¶
Python 2 only:
import copy_reg
Python 2 and 3 (after pip install future
):
import copyreg
configparser¶
Python 2 only:
from ConfigParser import ConfigParser
Python 2 and 3 (after pip install configparser
):
from configparser import ConfigParser
queue¶
Python 2 only:
from Queue import Queue, heapq, deque
Python 2 and 3 (after pip install future
):
from queue import Queue, heapq, deque
repr, reprlib¶
Python 2 only:
from repr import aRepr, repr
Python 2 and 3 (after pip install future
):
from reprlib import aRepr, repr
UserDict, UserList, UserString¶
Python 2 only:
from UserDict import UserDict from UserList import UserList from UserString import UserString
Python 3 only:
from collections import UserDict, UserList, UserString
Python 2 and 3: alternative 1
from future.moves.collections import UserDict, UserList, UserString
Python 2 and 3: alternative 2
from six.moves import UserDict, UserList, UserString
Python 2 and 3: alternative 3
from future.standard_library import install_aliases install_aliases() from collections import UserDict, UserList, UserString
itertools: filterfalse, zip_longest¶
Python 2 only:
from itertools import ifilterfalse, izip_longest
Python 3 only:
from itertools import filterfalse, zip_longest
Python 2 and 3: alternative 1
from future.moves.itertools import filterfalse, zip_longest
Python 2 and 3: alternative 2
from six.moves import filterfalse, zip_longest
Python 2 and 3: alternative 3
from future.standard_library import install_aliases install_aliases() from itertools import filterfalse, zip_longest