When, where and how does Python implicitly apply encodings to strings or does implicit transcodings (conversions)?
And what are those "default" (i.e., implied) encodings?
For example, what are the encodings:
of string literals?
s = "Byte string with national characters"
us = u"Unicode string with national characters"
of byte strings when type-converted to and from Unicode?
data = unicode(random_byte_string)
when byte- and Unicode strings are written to/from a file or a terminal?
print(open("The full text of War and Peace.txt").read())
There are multiple parts of Python's functionality involved here: reading the source code and parsing the string literals, transcoding, and printing. Each has its own conventions.
Short answer:
str
(Py2) -- not applicable, raw bytes from the file are takenunicode
(Py2)/str
(Py3) -- "source encoding", defaults are ascii
(Py2) and utf-8
(Py3)bytes
(Py3) -- none, non-ASCII characters are prohibited in the literalsys.getdefaultencoding()
(ascii
almost always)
UnicodeDecodeError
/UnicodeEncodeError
unicode
(Py2) -- <file>.encoding
if set, otherwise sys.getdefaultencoding()
str
(Py2) -- not applicable, raw bytes are writtenstr
(Py3) -- <file>.encoding
, always set and defaults to locale.getpreferredencoding()
bytes
(Py3) -- none, print
ing produces its repr()
insteadFirst of all, some terminology clarification so that you understand the rest correctly. Decoding is translation from bytes to characters (Unicode or otherwise), and encoding (as a process) is the reverse. See The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets (No Excuses!) – Joel on Software to get the distinction.
Now...
At the start of a source file, you can specify the file's "source encoding" (its exact effect is described later). If not specified, the default is ascii
for Python 2 and utf-8
for Python 3. A UTF-8 BOM has the same effect as a utf-8
encoding declaration.
Python 2 reads the source as raw bytes. It only uses the "source encoding" to parse a Unicode literal when it sees one. (It's more complicated than that under the hood, but this is the net effect.)
> type t.py
# Encoding: cp1251
s = "абвгд"
us = u"абвгд"
print repr(s), repr(us)
> py -2 t.py
'\xe0\xe1\xe2\xe3\xe4' u'\u0430\u0431\u0432\u0433\u0434'
<change encoding declaration in the file to cp866, do not change the contents>
> py -2 t.py
'\xe0\xe1\xe2\xe3\xe4' u'\u0440\u0441\u0442\u0443\u0444'
<transcode the file to utf-8, update declaration or replace with BOM>
> py -2 t.py
'\xd0\xb0\xd0\xb1\xd0\xb2\xd0\xb3\xd0\xb4' u'\u0430\u0431\u0432\u0433\u0434'
So, regular strings will contain the exact bytes that are in the file. And Unicode strings will contain the result of decoding the file's bytes with the "source encoding".
If the decoding fails, you will get a SyntaxError
. Same if there is a non-ASCII character in the file when there's no encoding specified. Finally, if unicode_literals
future is used, any regular string literals (in that file only) are treated as Unicode literals when parsing, with all what that means.
Python 3 decodes the entire source file with the "source encoding" into a sequence of Unicode characters. Any parsing is done after that. (In particular, this makes it possible to have Unicode in identifiers.) Since all string literals are now Unicode, no additional transcoding is needed. In byte literals, non-ASCII characters are prohibited (such bytes must be specified with escape sequences), evading the issue altogether.
As per the clarification at the start:
str
(Py2)/bytes
(Py3) -- bytes => can only be decode
d (directly, that is; details follow)
unicode
(Py2)/str
(Py3) -- characters => can only be encode
dIn both cases, if the encoding is not specified, sys.getdefaultencoding()
is used. It is ascii
(unless you uncomment a code chunk in site.py
, or do some other hacks which are a recipe for disaster). So, for the purpose of transcoding, sys.getdefaultencoding()
is the "string's default encoding".
Now, here's a caveat:
a decode()
and encode()
-- with the default encoding -- is done implicitly when converting str<->unicode
:
UnicodeDecodeError
/UnicodeEncodeError
questions on Stack Overflow are about this)encode()
a str
or decode()
a unicode
(the second third of the Stack Overflow questions)There's no "default encoding" at all: implicit conversion between str
and bytes
is now prohibited.
bytes
can only be decode
d and str
-- encode
d, and the encoding
argument is mandatory.bytes->str
(incl. implicitly) produces its repr()
instead (which is only useful for debug printing), evading the encoding issue entirelystr->bytes
is prohibitedThis matter is unrelated to a variable's value but related to what you would see on the screen when it's print
ed -- and whether you will get a UnicodeEncodeError
when print
ing.
unicode
is encode
d with <file>.encoding
if set; otherwise, it's implicitly converted to str
as per the above. (The final third of the UnicodeEncodeError
SO questions fall into here.)
PYTHONIOENCODING
environment variable.str
's bytes are sent to the OS stream as-is. What specific glyphs you will see on the screen depends on your terminal's encoding settings (if it's something like UTF-8, you may see nothing at all if you print a byte sequence that is invalid UTF-8).The changes are:
file
s opened with text vs. binary mode
natively accept str
or bytes
, correspondingly, and outright refuse to process the wrong type. Text-mode files always have an encoding
set, locale.getpreferredencoding(False)
being the default.print
for text streams still implicitly converts everything to str
, which in the case of bytes
prints its repr()
as per the above, evading the encoding issue altogetherImplicit encoding as internal format to store strings/arrays: you should not care about the encoding. In fact, Python decodes characters in a Python internal way. It is mostly transparent. Just image that it is a Unicode text, or a sequence of bytes, in an abstract way.
The internal coding in Python 3.x varies according the "larger" character. It could be UTF-8/ASCII (for ASCII strings), UTF-16 or UTF-32. When you are using strings, it is like you have a Unicode string (so abstract, not a real encoding). If you do not program in C or you use some special functions (memory view), you will never be able to see the internal encoding.
Bytes are just a view of actual memory. Python interprets is as unsigned char
. But again, often you should just think about what the sequence it is, not on internal encoding.
Python 2 has bytes and string as unsigned char, and Unicode as UCS-2 (so code points above 65535 will be coded with two characters (UCS-2) in Python 2, and just one character (UTF-32) in Python 3).
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