22

✏️ Editing: unicode.html

<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
 "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">

<html xmlns="http://www.w3.org/1999/xhtml">
 <head>
 <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
 <title>Unicode HOWTO &#8212; Python 3.6.7 documentation</title>
 <link rel="stylesheet" href="../_static/pydoctheme.css" type="text/css" />
 <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
 <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script>
 <script type="text/javascript" src="../_static/jquery.js"></script>
 <script type="text/javascript" src="../_static/underscore.js"></script>
 <script type="text/javascript" src="../_static/doctools.js"></script>
 <script type="text/javascript" src="../_static/sidebar.js"></script>
 <link rel="search" type="application/opensearchdescription+xml"
 title="Search within Python 3.6.7 documentation"
 href="../_static/opensearch.xml"/>
 <link rel="author" title="About these documents" href="../about.html" />
 <link rel="index" title="Index" href="../genindex.html" />
 <link rel="search" title="Search" href="../search.html" />
 <link rel="copyright" title="Copyright" href="../copyright.html" />
 <link rel="next" title="HOWTO Fetch Internet Resources Using The urllib Package" href="urllib2.html" />
 <link rel="prev" title="Sorting HOW TO" href="sorting.html" />
 <link rel="shortcut icon" type="image/png" href="../_static/py.png" />
 <link rel="canonical" href="https://docs.python.org/3/howto/unicode.html" />
 
 <script type="text/javascript" src="../_static/copybutton.js"></script>

</head><body> 
 <div class="related" role="navigation" aria-label="related navigation">
 <h3>Navigation</h3>
 <ul>
 <li class="right" style="margin-right: 10px">
 <a href="../genindex.html" title="General Index"
 accesskey="I">index</a></li>
 <li class="right" >
 <a href="../py-modindex.html" title="Python Module Index"
 >modules</a> |</li>
 <li class="right" >
 <a href="urllib2.html" title="HOWTO Fetch Internet Resources Using The urllib Package"
 accesskey="N">next</a> |</li>
 <li class="right" >
 <a href="sorting.html" title="Sorting HOW TO"
 accesskey="P">previous</a> |</li>
 <li><img src="../_static/py.png" alt=""
 style="vertical-align: middle; margin-top: -1px"/></li>
 <li><a href="https://www.python.org/">Python</a> &#187;</li>
 <li>
 <a href="../index.html">3.6.7 Documentation</a> &#187;
 </li>

<li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Python HOWTOs</a> &#187;</li>
 <li class="right">

<div class="inline-search" style="display: none" role="search">
 <form class="inline-search" action="../search.html" method="get">
 <input placeholder="Quick search" type="text" name="q" />
 <input type="submit" value="Go" />
 <input type="hidden" name="check_keywords" value="yes" />
 <input type="hidden" name="area" value="default" />
 </form>
 </div>
 <script type="text/javascript">$('.inline-search').show(0);</script>
 |
 </li>

</ul>
 </div>

<div class="document">
 <div class="documentwrapper">
 <div class="bodywrapper">
 <div class="body" role="main">
 
 <div class="section" id="unicode-howto">
<h1>Unicode HOWTO<a class="headerlink" href="#unicode-howto" title="Permalink to this headline">¶</a></h1>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Release:</th><td class="field-body">1.12</td>
</tr>
</tbody>
</table>
This HOWTO discusses Python support for Unicode, and explains
various problems that people commonly encounter when trying to work
with Unicode.
<div class="section" id="introduction-to-unicode">
<h2>Introduction to Unicode<a class="headerlink" href="#introduction-to-unicode" title="Permalink to this headline">¶</a></h2>
<div class="section" id="history-of-character-codes">
<h3>History of Character Codes<a class="headerlink" href="#history-of-character-codes" title="Permalink to this headline">¶</a></h3>
In 1968, the American Standard Code for Information Interchange, better known by
its acronym ASCII, was standardized. ASCII defined numeric codes for various
characters, with the numeric values running from 0 to 127. For example, the
lowercase letter ‘a’ is assigned 97 as its code value.
ASCII was an American-developed standard, so it only defined unaccented
characters. There was an ‘e’, but no ‘é’ or ‘Í’. This meant that languages
which required accented characters couldn’t be faithfully represented in ASCII.
(Actually the missing accents matter for English, too, which contains words such
as ‘naïve’ and ‘café’, and some publications have house styles which require
spellings such as ‘coöperate’.)
For a while people just wrote programs that didn’t display accents.
In the mid-1980s an Apple II BASIC program written by a French speaker
might have lines like these:
<div class="highlight-basic notranslate"><div class="highlight"><pre>PRINT &quot;MISE A JOUR TERMINEE&quot;
PRINT &quot;PARAMETRES ENREGISTRES&quot;
</pre></div>
</div>
Those messages should contain accents (terminée, paramètre, enregistrés) and
they just look wrong to someone who can read French.
In the 1980s, almost all personal computers were 8-bit, meaning that bytes could
hold values ranging from 0 to 255. ASCII codes only went up to 127, so some
machines assigned values between 128 and 255 to accented characters. Different
machines had different codes, however, which led to problems exchanging files.
Eventually various commonly used sets of values for the 128–255 range emerged.
Some were true standards, defined by the International Organization for
Standardization, and some were de facto conventions that were invented by one
company or another and managed to catch on.
255 characters aren’t very many. For example, you can’t fit both the accented
characters used in Western Europe and the Cyrillic alphabet used for Russian
into the 128–255 range because there are more than 128 such characters.
You could write files using different codes (all your Russian files in a coding
system called KOI8, all your French files in a different coding system called
Latin1), but what if you wanted to write a French document that quotes some
Russian text? In the 1980s people began to want to solve this problem, and the
Unicode standardization effort began.
Unicode started out using 16-bit characters instead of 8-bit characters. 16
bits means you have 2^16 = 65,536 distinct values available, making it possible
to represent many different characters from many different alphabets; an initial
goal was to have Unicode contain the alphabets for every single human language.
It turns out that even 16 bits isn’t enough to meet that goal, and the modern
Unicode specification uses a wider range of codes, 0 through 1,114,111 (
<code class="docutils literal notranslate">0x10FFFF</code> in base 16).
There’s a related ISO standard, ISO 10646. Unicode and ISO 10646 were
originally separate efforts, but the specifications were merged with the 1.1
revision of Unicode.
(This discussion of Unicode’s history is highly simplified. The
precise historical details aren’t necessary for understanding how to
use Unicode effectively, but if you’re curious, consult the Unicode
consortium site listed in the References or
the <a class="reference external" href="https://en.wikipedia.org/wiki/Unicode#History">Wikipedia entry for Unicode</a>
for more information.)
</div>
<div class="section" id="definitions">
<h3>Definitions<a class="headerlink" href="#definitions" title="Permalink to this headline">¶</a></h3>
A character is the smallest possible component of a text. ‘A’, ‘B’, ‘C’,
etc., are all different characters. So are ‘È’ and ‘Í’. Characters are
abstractions, and vary depending on the language or context you’re talking
about. For example, the symbol for ohms (Ω) is usually drawn much like the
capital letter omega (Ω) in the Greek alphabet (they may even be the same in
some fonts), but these are two different characters that have different
meanings.
The Unicode standard describes how characters are represented by code
points. A code point is an integer value, usually denoted in base 16. In the
standard, a code point is written using the notation <code class="docutils literal notranslate">U+12CA</code> to mean the
character with value <code class="docutils literal notranslate">0x12ca</code> (4,810 decimal). The Unicode standard contains
a lot of tables listing characters and their corresponding code points:
<div class="highlight-none notranslate"><div class="highlight"><pre>0061 &#39;a&#39;; LATIN SMALL LETTER A
0062 &#39;b&#39;; LATIN SMALL LETTER B
0063 &#39;c&#39;; LATIN SMALL LETTER C
...
007B &#39;{&#39;; LEFT CURLY BRACKET
</pre></div>
</div>
Strictly, these definitions imply that it’s meaningless to say ‘this is
character <code class="docutils literal notranslate">U+12CA</code>’. <code class="docutils literal notranslate">U+12CA</code> is a code point, which represents some particular
character; in this case, it represents the character ‘ETHIOPIC SYLLABLE WI’. In
informal contexts, this distinction between code points and characters will
sometimes be forgotten.
A character is represented on a screen or on paper by a set of graphical
elements that’s called a glyph. The glyph for an uppercase A, for example,
is two diagonal strokes and a horizontal stroke, though the exact details will
depend on the font being used. Most Python code doesn’t need to worry about
glyphs; figuring out the correct glyph to display is generally the job of a GUI
toolkit or a terminal’s font renderer.
</div>
<div class="section" id="encodings">
<h3>Encodings<a class="headerlink" href="#encodings" title="Permalink to this headline">¶</a></h3>
To summarize the previous section: a Unicode string is a sequence of code
points, which are numbers from 0 through <code class="docutils literal notranslate">0x10FFFF</code> (1,114,111 decimal). This
sequence needs to be represented as a set of bytes (meaning, values
from 0 through 255) in memory. The rules for translating a Unicode string
into a sequence of bytes are called an encoding.
The first encoding you might think of is an array of 32-bit integers. In this
representation, the string “Python” would look like this:
<div class="highlight-none notranslate"><div class="highlight"><pre> P y t h o n
0x50 00 00 00 79 00 00 00 74 00 00 00 68 00 00 00 6f 00 00 00 6e 00 00 00
 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
</pre></div>
</div>
This representation is straightforward but using it presents a number of
problems.
<ol class="arabic simple">
<li>It’s not portable; different processors order the bytes differently.</li>
<li>It’s very wasteful of space. In most texts, the majority of the code points
are less than 127, or less than 255, so a lot of space is occupied by <code class="docutils literal notranslate">0x00</code>
bytes. The above string takes 24 bytes compared to the 6 bytes needed for an
ASCII representation. Increased RAM usage doesn’t matter too much (desktop
computers have gigabytes of RAM, and strings aren’t usually that large), but
expanding our usage of disk and network bandwidth by a factor of 4 is
intolerable.</li>
<li>It’s not compatible with existing C functions such as <code class="docutils literal notranslate">strlen()</code>, so a new
family of wide string functions would need to be used.</li>
<li>Many Internet standards are defined in terms of textual data, and can’t
handle content with embedded zero bytes.</li>
</ol>
Generally people don’t use this encoding, instead choosing other
encodings that are more efficient and convenient. UTF-8 is probably
the most commonly supported encoding; it will be discussed below.
Encodings don’t have to handle every possible Unicode character, and most
encodings don’t. The rules for converting a Unicode string into the ASCII
encoding, for example, are simple; for each code point:
<ol class="arabic simple">
<li>If the code point is &lt; 128, each byte is the same as the value of the code
point.</li>
<li>If the code point is 128 or greater, the Unicode string can’t be represented
in this encoding. (Python raises a <a class="reference internal" href="../library/exceptions.html#UnicodeEncodeError" title="UnicodeEncodeError"><code class="xref py py-exc docutils literal notranslate">UnicodeEncodeError</code></a> exception in this
case.)</li>
</ol>
Latin-1, also known as ISO-8859-1, is a similar encoding. Unicode code points
0–255 are identical to the Latin-1 values, so converting to this encoding simply
requires converting code points to byte values; if a code point larger than 255
is encountered, the string can’t be encoded into Latin-1.
Encodings don’t have to be simple one-to-one mappings like Latin-1. Consider
IBM’s EBCDIC, which was used on IBM mainframes. Letter values weren’t in one
block: ‘a’ through ‘i’ had values from 129 to 137, but ‘j’ through ‘r’ were 145
through 153. If you wanted to use EBCDIC as an encoding, you’d probably use
some sort of lookup table to perform the conversion, but this is largely an
internal detail.
UTF-8 is one of the most commonly used encodings. UTF stands for “Unicode
Transformation Format”, and the ‘8’ means that 8-bit numbers are used in the
encoding. (There are also a UTF-16 and UTF-32 encodings, but they are less
frequently used than UTF-8.) UTF-8 uses the following rules:
<ol class="arabic simple">
<li>If the code point is &lt; 128, it’s represented by the corresponding byte value.</li>
<li>If the code point is &gt;= 128, it’s turned into a sequence of two, three, or
four bytes, where each byte of the sequence is between 128 and 255.</li>
</ol>
UTF-8 has several convenient properties:
<ol class="arabic simple">
<li>It can handle any Unicode code point.</li>
<li>A Unicode string is turned into a sequence of bytes containing no embedded zero
bytes. This avoids byte-ordering issues, and means UTF-8 strings can be
processed by C functions such as <code class="docutils literal notranslate">strcpy()</code> and sent through protocols that
can’t handle zero bytes.</li>
<li>A string of ASCII text is also valid UTF-8 text.</li>
<li>UTF-8 is fairly compact; the majority of commonly used characters can be
represented with one or two bytes.</li>
<li>If bytes are corrupted or lost, it’s possible to determine the start of the
next UTF-8-encoded code point and resynchronize. It’s also unlikely that
random 8-bit data will look like valid UTF-8.</li>
</ol>
</div>
<div class="section" id="references">
<h3>References<a class="headerlink" href="#references" title="Permalink to this headline">¶</a></h3>
The <a class="reference external" href="http://www.unicode.org">Unicode Consortium site</a> has character charts, a
glossary, and PDF versions of the Unicode specification. Be prepared for some
difficult reading. <a class="reference external" href="http://www.unicode.org/history/">A chronology</a> of the
origin and development of Unicode is also available on the site.
To help understand the standard, Jukka Korpela has written <a class="reference external" href="https://www.cs.tut.fi/~jkorpela/unicode/guide.html">an introductory
guide</a> to reading the
Unicode character tables.
Another <a class="reference external" href="http://www.joelonsoftware.com/articles/Unicode.html">good introductory article</a>
was written by Joel Spolsky.
If this introduction didn’t make things clear to you, you should try
reading this alternate article before continuing.
Wikipedia entries are often helpful; see the entries for “<a class="reference external" href="https://en.wikipedia.org/wiki/Character_encoding">character encoding</a>” and <a class="reference external" href="https://en.wikipedia.org/wiki/UTF-8">UTF-8</a>, for example.
</div>
</div>
<div class="section" id="python-s-unicode-support">
<h2>Python’s Unicode Support<a class="headerlink" href="#python-s-unicode-support" title="Permalink to this headline">¶</a></h2>
Now that you’ve learned the rudiments of Unicode, we can look at Python’s
Unicode features.
<div class="section" id="the-string-type">
<h3>The String Type<a class="headerlink" href="#the-string-type" title="Permalink to this headline">¶</a></h3>
Since Python 3.0, the language features a <a class="reference internal" href="../library/stdtypes.html#str" title="str"><code class="xref py py-class docutils literal notranslate">str</code></a> type that contain Unicode
characters, meaning any string created using <code class="docutils literal notranslate">&quot;unicode rocks!&quot;</code>, <code class="docutils literal notranslate">'unicode
rocks!'</code>, or the triple-quoted string syntax is stored as Unicode.
The default encoding for Python source code is UTF-8, so you can simply
include a Unicode character in a string literal:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>try:
 with open(&#39;/tmp/input.txt&#39;, &#39;r&#39;) as f:
 ...
except OSError:
 # &#39;File not found&#39; error message.
 print(&quot;Fichier non trouvé&quot;)
</pre></div>
</div>
You can use a different encoding from UTF-8 by putting a specially-formatted
comment as the first or second line of the source code:
<div class="highlight-python3 notranslate"><div class="highlight"><pre># -*- coding: &lt;encoding name&gt; -*-
</pre></div>
</div>
Side note: Python 3 also supports using Unicode characters in identifiers:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>répertoire = &quot;/tmp/records.log&quot;
with open(répertoire, &quot;w&quot;) as f:
 f.write(&quot;test\n&quot;)
</pre></div>
</div>
If you can’t enter a particular character in your editor or want to
keep the source code ASCII-only for some reason, you can also use
escape sequences in string literals. (Depending on your system,
you may see the actual capital-delta glyph instead of a u escape.)
<div class="highlight-python3 notranslate"><div class="highlight"><pre>&gt;&gt;&gt; &quot;\N{GREEK CAPITAL LETTER DELTA}&quot; # Using the character name
&#39;\u0394&#39;
&gt;&gt;&gt; &quot;\u0394&quot; # Using a 16-bit hex value
&#39;\u0394&#39;
&gt;&gt;&gt; &quot;\U00000394&quot; # Using a 32-bit hex value
&#39;\u0394&#39;
</pre></div>
</div>
In addition, one can create a string using the <a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-func docutils literal notranslate">decode()</code></a> method of
<a class="reference internal" href="../library/stdtypes.html#bytes" title="bytes"><code class="xref py py-class docutils literal notranslate">bytes</code></a>. This method takes an encoding argument, such as <code class="docutils literal notranslate">UTF-8</code>,
and optionally an errors argument.
The errors argument specifies the response when the input string can’t be
converted according to the encoding’s rules. Legal values for this argument are
<code class="docutils literal notranslate">'strict'</code> (raise a <a class="reference internal" href="../library/exceptions.html#UnicodeDecodeError" title="UnicodeDecodeError"><code class="xref py py-exc docutils literal notranslate">UnicodeDecodeError</code></a> exception), <code class="docutils literal notranslate">'replace'</code> (use
<code class="docutils literal notranslate">U+FFFD</code>, <code class="docutils literal notranslate">REPLACEMENT CHARACTER</code>), <code class="docutils literal notranslate">'ignore'</code> (just leave the
character out of the Unicode result), or <code class="docutils literal notranslate">'backslashreplace'</code> (inserts a
<code class="docutils literal notranslate">\xNN</code> escape sequence).
The following examples show the differences:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>&gt;&gt;&gt; b&#39;\x80abc&#39;.decode(&quot;utf-8&quot;, &quot;strict&quot;) 
Traceback (most recent call last):
 ...
UnicodeDecodeError: &#39;utf-8&#39; codec can&#39;t decode byte 0x80 in position 0:
 invalid start byte
&gt;&gt;&gt; b&#39;\x80abc&#39;.decode(&quot;utf-8&quot;, &quot;replace&quot;)
&#39;\ufffdabc&#39;
&gt;&gt;&gt; b&#39;\x80abc&#39;.decode(&quot;utf-8&quot;, &quot;backslashreplace&quot;)
&#39;\\x80abc&#39;
&gt;&gt;&gt; b&#39;\x80abc&#39;.decode(&quot;utf-8&quot;, &quot;ignore&quot;)
&#39;abc&#39;
</pre></div>
</div>
Encodings are specified as strings containing the encoding’s name. Python 3.2
comes with roughly 100 different encodings; see the Python Library Reference at
<a class="reference internal" href="../library/codecs.html#standard-encodings">Standard Encodings</a> for a list. Some encodings have multiple names; for
example, <code class="docutils literal notranslate">'latin-1'</code>, <code class="docutils literal notranslate">'iso_8859_1'</code> and <code class="docutils literal notranslate">'8859</code>’ are all synonyms for
the same encoding.
One-character Unicode strings can also be created with the <a class="reference internal" href="../library/functions.html#chr" title="chr"><code class="xref py py-func docutils literal notranslate">chr()</code></a>
built-in function, which takes integers and returns a Unicode string of length 1
that contains the corresponding code point. The reverse operation is the
built-in <a class="reference internal" href="../library/functions.html#ord" title="ord"><code class="xref py py-func docutils literal notranslate">ord()</code></a> function that takes a one-character Unicode string and
returns the code point value:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>&gt;&gt;&gt; chr(57344)
&#39;\ue000&#39;
&gt;&gt;&gt; ord(&#39;\ue000&#39;)
57344
</pre></div>
</div>
</div>
<div class="section" id="converting-to-bytes">
<h3>Converting to Bytes<a class="headerlink" href="#converting-to-bytes" title="Permalink to this headline">¶</a></h3>
The opposite method of <a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-meth docutils literal notranslate">bytes.decode()</code></a> is <a class="reference internal" href="../library/stdtypes.html#str.encode" title="str.encode"><code class="xref py py-meth docutils literal notranslate">str.encode()</code></a>,
which returns a <a class="reference internal" href="../library/stdtypes.html#bytes" title="bytes"><code class="xref py py-class docutils literal notranslate">bytes</code></a> representation of the Unicode string, encoded in the
requested encoding.
The errors parameter is the same as the parameter of the
<a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-meth docutils literal notranslate">decode()</code></a> method but supports a few more possible handlers. As well as
<code class="docutils literal notranslate">'strict'</code>, <code class="docutils literal notranslate">'ignore'</code>, and <code class="docutils literal notranslate">'replace'</code> (which in this case
inserts a question mark instead of the unencodable character), there is
also <code class="docutils literal notranslate">'xmlcharrefreplace'</code> (inserts an XML character reference),
<code class="docutils literal notranslate">backslashreplace</code> (inserts a <code class="docutils literal notranslate">\uNNNN</code> escape sequence) and
<code class="docutils literal notranslate">namereplace</code> (inserts a <code class="docutils literal notranslate">\N{...}</code> escape sequence).
The following example shows the different results:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>&gt;&gt;&gt; u = chr(40960) + &#39;abcd&#39; + chr(1972)
&gt;&gt;&gt; u.encode(&#39;utf-8&#39;)
b&#39;\xea\x80\x80abcd\xde\xb4&#39;
&gt;&gt;&gt; u.encode(&#39;ascii&#39;) 
Traceback (most recent call last):
 ...
UnicodeEncodeError: &#39;ascii&#39; codec can&#39;t encode character &#39;\ua000&#39; in
 position 0: ordinal not in range(128)
&gt;&gt;&gt; u.encode(&#39;ascii&#39;, &#39;ignore&#39;)
b&#39;abcd&#39;
&gt;&gt;&gt; u.encode(&#39;ascii&#39;, &#39;replace&#39;)
b&#39;?abcd?&#39;
&gt;&gt;&gt; u.encode(&#39;ascii&#39;, &#39;xmlcharrefreplace&#39;)
b&#39;&amp;#40960;abcd&amp;#1972;&#39;
&gt;&gt;&gt; u.encode(&#39;ascii&#39;, &#39;backslashreplace&#39;)
b&#39;\\ua000abcd\\u07b4&#39;
&gt;&gt;&gt; u.encode(&#39;ascii&#39;, &#39;namereplace&#39;)
b&#39;\\N{YI SYLLABLE IT}abcd\\u07b4&#39;
</pre></div>
</div>
The low-level routines for registering and accessing the available
encodings are found in the <a class="reference internal" href="../library/codecs.html#module-codecs" title="codecs: Encode and decode data and streams."><code class="xref py py-mod docutils literal notranslate">codecs</code></a> module. Implementing new
encodings also requires understanding the <a class="reference internal" href="../library/codecs.html#module-codecs" title="codecs: Encode and decode data and streams."><code class="xref py py-mod docutils literal notranslate">codecs</code></a> module.
However, the encoding and decoding functions returned by this module
are usually more low-level than is comfortable, and writing new encodings
is a specialized task, so the module won’t be covered in this HOWTO.
</div>
<div class="section" id="unicode-literals-in-python-source-code">
<h3>Unicode Literals in Python Source Code<a class="headerlink" href="#unicode-literals-in-python-source-code" title="Permalink to this headline">¶</a></h3>
In Python source code, specific Unicode code points can be written using the
<code class="docutils literal notranslate">\u</code> escape sequence, which is followed by four hex digits giving the code
point. The <code class="docutils literal notranslate">\U</code> escape sequence is similar, but expects eight hex digits,
not four:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>&gt;&gt;&gt; s = &quot;a\xac\u1234\u20ac\U00008000&quot;
... # ^^^^ two-digit hex escape
... # ^^^^^^ four-digit Unicode escape
... # ^^^^^^^^^^ eight-digit Unicode escape
&gt;&gt;&gt; [ord(c) for c in s]
[97, 172, 4660, 8364, 32768]
</pre></div>
</div>
Using escape sequences for code points greater than 127 is fine in small doses,
but becomes an annoyance if you’re using many accented characters, as you would
in a program with messages in French or some other accent-using language. You
can also assemble strings using the <a class="reference internal" href="../library/functions.html#chr" title="chr"><code class="xref py py-func docutils literal notranslate">chr()</code></a> built-in function, but this is
even more tedious.
Ideally, you’d want to be able to write literals in your language’s natural
encoding. You could then edit Python source code with your favorite editor
which would display the accented characters naturally, and have the right
characters used at runtime.
Python supports writing source code in UTF-8 by default, but you can use almost
any encoding if you declare the encoding being used. This is done by including
a special comment as either the first or second line of the source file:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>#!/usr/bin/env python
# -*- coding: latin-1 -*-

u = &#39;abcdé&#39;
print(ord(u[-1]))
</pre></div>
</div>
The syntax is inspired by Emacs’s notation for specifying variables local to a
file. Emacs supports many different variables, but Python only supports
‘coding’. The <code class="docutils literal notranslate">-*-</code> symbols indicate to Emacs that the comment is special;
they have no significance to Python but are a convention. Python looks for
<code class="docutils literal notranslate">coding: name</code> or <code class="docutils literal notranslate">coding=name</code> in the comment.
If you don’t include such a comment, the default encoding used will be UTF-8 as
already mentioned. See also <a class="pep reference external" href="https://www.python.org/dev/peps/pep-0263">PEP 263</a> for more information.
</div>
<div class="section" id="unicode-properties">
<h3>Unicode Properties<a class="headerlink" href="#unicode-properties" title="Permalink to this headline">¶</a></h3>
The Unicode specification includes a database of information about code points.
For each defined code point, the information includes the character’s
name, its category, the numeric value if applicable (Unicode has characters
representing the Roman numerals and fractions such as one-third and
four-fifths). There are also properties related to the code point’s use in
bidirectional text and other display-related properties.
The following program displays some information about several characters, and
prints the numeric value of one particular character:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>import unicodedata

u = chr(233) + chr(0x0bf2) + chr(3972) + chr(6000) + chr(13231)

for i, c in enumerate(u):
 print(i, &#39;%04x&#39; % ord(c), unicodedata.category(c), end=&quot; &quot;)
 print(unicodedata.name(c))

# Get numeric value of second character
print(unicodedata.numeric(u[1]))
</pre></div>
</div>
When run, this prints:
<div class="highlight-none notranslate"><div class="highlight"><pre>0 00e9 Ll LATIN SMALL LETTER E WITH ACUTE
1 0bf2 No TAMIL NUMBER ONE THOUSAND
2 0f84 Mn TIBETAN MARK HALANTA
3 1770 Lo TAGBANWA LETTER SA
4 33af So SQUARE RAD OVER S SQUARED
1000.0
</pre></div>
</div>
The category codes are abbreviations describing the nature of the character.
These are grouped into categories such as “Letter”, “Number”, “Punctuation”, or
“Symbol”, which in turn are broken up into subcategories. To take the codes
from the above output, <code class="docutils literal notranslate">'Ll'</code> means ‘Letter, lowercase’, <code class="docutils literal notranslate">'No'</code> means
“Number, other”, <code class="docutils literal notranslate">'Mn'</code> is “Mark, nonspacing”, and <code class="docutils literal notranslate">'So'</code> is “Symbol,
other”. See
<a class="reference external" href="http://www.unicode.org/reports/tr44/#General_Category_Values">the General Category Values section of the Unicode Character Database documentation</a> for a
list of category codes.
</div>
<div class="section" id="unicode-regular-expressions">
<h3>Unicode Regular Expressions<a class="headerlink" href="#unicode-regular-expressions" title="Permalink to this headline">¶</a></h3>
The regular expressions supported by the <a class="reference internal" href="../library/re.html#module-re" title="re: Regular expression operations."><code class="xref py py-mod docutils literal notranslate">re</code></a> module can be provided
either as bytes or strings. Some of the special character sequences such as
<code class="docutils literal notranslate">\d</code> and <code class="docutils literal notranslate">\w</code> have different meanings depending on whether
the pattern is supplied as bytes or a string. For example,
<code class="docutils literal notranslate">\d</code> will match the characters <code class="docutils literal notranslate">[0-9]</code> in bytes but
in strings will match any character that’s in the <code class="docutils literal notranslate">'Nd'</code> category.
The string in this example has the number 57 written in both Thai and
Arabic numerals:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>import re
p = re.compile(r&#39;\d+&#39;)

s = &quot;Over \u0e55\u0e57 57 flavours&quot;
m = p.search(s)
print(repr(m.group()))
</pre></div>
</div>
When executed, <code class="docutils literal notranslate">\d+</code> will match the Thai numerals and print them
out. If you supply the <a class="reference internal" href="../library/re.html#re.ASCII" title="re.ASCII"><code class="xref py py-const docutils literal notranslate">re.ASCII</code></a> flag to
<a class="reference internal" href="../library/re.html#re.compile" title="re.compile"><code class="xref py py-func docutils literal notranslate">compile()</code></a>, <code class="docutils literal notranslate">\d+</code> will match the substring “57” instead.
Similarly, <code class="docutils literal notranslate">\w</code> matches a wide variety of Unicode characters but
only <code class="docutils literal notranslate">[a-zA-Z0-9_]</code> in bytes or if <a class="reference internal" href="../library/re.html#re.ASCII" title="re.ASCII"><code class="xref py py-const docutils literal notranslate">re.ASCII</code></a> is supplied,
and <code class="docutils literal notranslate">\s</code> will match either Unicode whitespace characters or
<code class="docutils literal notranslate">[ \t\n\r\f\v]</code>.
</div>
<div class="section" id="id2">
<h3>References<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h3>
Some good alternative discussions of Python’s Unicode support are:
<ul class="simple">
<li><a class="reference external" href="http://python-notes.curiousefficiency.org/en/latest/python3/text_file_processing.html">Processing Text Files in Python 3</a>, by Nick Coghlan.</li>
<li><a class="reference external" href="http://nedbatchelder.com/text/unipain.html">Pragmatic Unicode</a>, a PyCon 2012 presentation by Ned Batchelder.</li>
</ul>
The <a class="reference internal" href="../library/stdtypes.html#str" title="str"><code class="xref py py-class docutils literal notranslate">str</code></a> type is described in the Python library reference at
<a class="reference internal" href="../library/stdtypes.html#textseq">Text Sequence Type — str</a>.
The documentation for the <a class="reference internal" href="../library/unicodedata.html#module-unicodedata" title="unicodedata: Access the Unicode Database."><code class="xref py py-mod docutils literal notranslate">unicodedata</code></a> module.
The documentation for the <a class="reference internal" href="../library/codecs.html#module-codecs" title="codecs: Encode and decode data and streams."><code class="xref py py-mod docutils literal notranslate">codecs</code></a> module.
Marc-André Lemburg gave <a class="reference external" href="https://downloads.egenix.com/python/Unicode-EPC2002-Talk.pdf">a presentation titled “Python and Unicode” (PDF slides)</a> at
EuroPython 2002. The slides are an excellent overview of the design of Python
2’s Unicode features (where the Unicode string type is called <code class="docutils literal notranslate">unicode</code> and
literals start with <code class="docutils literal notranslate">u</code>).
</div>
</div>
<div class="section" id="reading-and-writing-unicode-data">
<h2>Reading and Writing Unicode Data<a class="headerlink" href="#reading-and-writing-unicode-data" title="Permalink to this headline">¶</a></h2>
Once you’ve written some code that works with Unicode data, the next problem is
input/output. How do you get Unicode strings into your program, and how do you
convert Unicode into a form suitable for storage or transmission?
It’s possible that you may not need to do anything depending on your input
sources and output destinations; you should check whether the libraries used in
your application support Unicode natively. XML parsers often return Unicode
data, for example. Many relational databases also support Unicode-valued
columns and can return Unicode values from an SQL query.
Unicode data is usually converted to a particular encoding before it gets
written to disk or sent over a socket. It’s possible to do all the work
yourself: open a file, read an 8-bit bytes object from it, and convert the bytes
with <code class="docutils literal notranslate">bytes.decode(encoding)</code>. However, the manual approach is not recommended.
One problem is the multi-byte nature of encodings; one Unicode character can be
represented by several bytes. If you want to read the file in arbitrary-sized
chunks (say, 1024 or 4096 bytes), you need to write error-handling code to catch the case
where only part of the bytes encoding a single Unicode character are read at the
end of a chunk. One solution would be to read the entire file into memory and
then perform the decoding, but that prevents you from working with files that
are extremely large; if you need to read a 2 GiB file, you need 2 GiB of RAM.
(More, really, since for at least a moment you’d need to have both the encoded
string and its Unicode version in memory.)
The solution would be to use the low-level decoding interface to catch the case
of partial coding sequences. The work of implementing this has already been
done for you: the built-in <a class="reference internal" href="../library/functions.html#open" title="open"><code class="xref py py-func docutils literal notranslate">open()</code></a> function can return a file-like object
that assumes the file’s contents are in a specified encoding and accepts Unicode
parameters for methods such as <a class="reference internal" href="../library/io.html#io.TextIOBase.read" title="io.TextIOBase.read"><code class="xref py py-meth docutils literal notranslate">read()</code></a> and
<a class="reference internal" href="../library/io.html#io.TextIOBase.write" title="io.TextIOBase.write"><code class="xref py py-meth docutils literal notranslate">write()</code></a>. This works through <a class="reference internal" href="../library/functions.html#open" title="open"><code class="xref py py-func docutils literal notranslate">open()</code></a>’s encoding and
errors parameters which are interpreted just like those in <a class="reference internal" href="../library/stdtypes.html#str.encode" title="str.encode"><code class="xref py py-meth docutils literal notranslate">str.encode()</code></a>
and <a class="reference internal" href="../library/stdtypes.html#bytes.decode" title="bytes.decode"><code class="xref py py-meth docutils literal notranslate">bytes.decode()</code></a>.
Reading Unicode from a file is therefore simple:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>with open(&#39;unicode.txt&#39;, encoding=&#39;utf-8&#39;) as f:
 for line in f:
 print(repr(line))
</pre></div>
</div>
It’s also possible to open files in update mode, allowing both reading and
writing:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>with open(&#39;test&#39;, encoding=&#39;utf-8&#39;, mode=&#39;w+&#39;) as f:
 f.write(&#39;\u4500 blah blah blah\n&#39;)
 f.seek(0)
 print(repr(f.readline()[:1]))
</pre></div>
</div>
The Unicode character <code class="docutils literal notranslate">U+FEFF</code> is used as a byte-order mark (BOM), and is often
written as the first character of a file in order to assist with autodetection
of the file’s byte ordering. Some encodings, such as UTF-16, expect a BOM to be
present at the start of a file; when such an encoding is used, the BOM will be
automatically written as the first character and will be silently dropped when
the file is read. There are variants of these encodings, such as ‘utf-16-le’
and ‘utf-16-be’ for little-endian and big-endian encodings, that specify one
particular byte ordering and don’t skip the BOM.
In some areas, it is also convention to use a “BOM” at the start of UTF-8
encoded files; the name is misleading since UTF-8 is not byte-order dependent.
The mark simply announces that the file is encoded in UTF-8. Use the
‘utf-8-sig’ codec to automatically skip the mark if present for reading such
files.
<div class="section" id="unicode-filenames">
<h3>Unicode filenames<a class="headerlink" href="#unicode-filenames" title="Permalink to this headline">¶</a></h3>
Most of the operating systems in common use today support filenames that contain
arbitrary Unicode characters. Usually this is implemented by converting the
Unicode string into some encoding that varies depending on the system. For
example, Mac OS X uses UTF-8 while Windows uses a configurable encoding; on
Windows, Python uses the name “mbcs” to refer to whatever the currently
configured encoding is. On Unix systems, there will only be a filesystem
encoding if you’ve set the <code class="docutils literal notranslate">LANG</code> or <code class="docutils literal notranslate">LC_CTYPE</code> environment variables; if
you haven’t, the default encoding is UTF-8.
The <a class="reference internal" href="../library/sys.html#sys.getfilesystemencoding" title="sys.getfilesystemencoding"><code class="xref py py-func docutils literal notranslate">sys.getfilesystemencoding()</code></a> function returns the encoding to use on
your current system, in case you want to do the encoding manually, but there’s
not much reason to bother. When opening a file for reading or writing, you can
usually just provide the Unicode string as the filename, and it will be
automatically converted to the right encoding for you:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>filename = &#39;filename\u4500abc&#39;
with open(filename, &#39;w&#39;) as f:
 f.write(&#39;blah\n&#39;)
</pre></div>
</div>
Functions in the <a class="reference internal" href="../library/os.html#module-os" title="os: Miscellaneous operating system interfaces."><code class="xref py py-mod docutils literal notranslate">os</code></a> module such as <a class="reference internal" href="../library/os.html#os.stat" title="os.stat"><code class="xref py py-func docutils literal notranslate">os.stat()</code></a> will also accept Unicode
filenames.
The <a class="reference internal" href="../library/os.html#os.listdir" title="os.listdir"><code class="xref py py-func docutils literal notranslate">os.listdir()</code></a> function returns filenames and raises an issue: should it return
the Unicode version of filenames, or should it return bytes containing
the encoded versions? <a class="reference internal" href="../library/os.html#os.listdir" title="os.listdir"><code class="xref py py-func docutils literal notranslate">os.listdir()</code></a> will do both, depending on whether you
provided the directory path as bytes or a Unicode string. If you pass a
Unicode string as the path, filenames will be decoded using the filesystem’s
encoding and a list of Unicode strings will be returned, while passing a byte
path will return the filenames as bytes. For example,
assuming the default filesystem encoding is UTF-8, running the following
program:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>fn = &#39;filename\u4500abc&#39;
f = open(fn, &#39;w&#39;)
f.close()

import os
print(os.listdir(b&#39;.&#39;))
print(os.listdir(&#39;.&#39;))
</pre></div>
</div>
will produce the following output:
<div class="highlight-shell-session notranslate"><div class="highlight"><pre>amk:~$ python t.py
[b&#39;filename\xe4\x94\x80abc&#39;, ...]
[&#39;filename\u4500abc&#39;, ...]
</pre></div>
</div>
The first list contains UTF-8-encoded filenames, and the second list contains
the Unicode versions.
Note that on most occasions, the Unicode APIs should be used. The bytes APIs
should only be used on systems where undecodable file names can be present,
i.e. Unix systems.
</div>
<div class="section" id="tips-for-writing-unicode-aware-programs">
<h3>Tips for Writing Unicode-aware Programs<a class="headerlink" href="#tips-for-writing-unicode-aware-programs" title="Permalink to this headline">¶</a></h3>
This section provides some suggestions on writing software that deals with
Unicode.
The most important tip is:
<blockquote>
<div>Software should only work with Unicode strings internally, decoding the input
data as soon as possible and encoding the output only at the end.</div></blockquote>
If you attempt to write processing functions that accept both Unicode and byte
strings, you will find your program vulnerable to bugs wherever you combine the
two different kinds of strings. There is no automatic encoding or decoding: if
you do e.g. <code class="docutils literal notranslate">str + bytes</code>, a <a class="reference internal" href="../library/exceptions.html#TypeError" title="TypeError"><code class="xref py py-exc docutils literal notranslate">TypeError</code></a> will be raised.
When using data coming from a web browser or some other untrusted source, a
common technique is to check for illegal characters in a string before using the
string in a generated command line or storing it in a database. If you’re doing
this, be careful to check the decoded string, not the encoded bytes data;
some encodings may have interesting properties, such as not being bijective
or not being fully ASCII-compatible. This is especially true if the input
data also specifies the encoding, since the attacker can then choose a
clever way to hide malicious text in the encoded bytestream.
<div class="section" id="converting-between-file-encodings">
<h4>Converting Between File Encodings<a class="headerlink" href="#converting-between-file-encodings" title="Permalink to this headline">¶</a></h4>
The <a class="reference internal" href="../library/codecs.html#codecs.StreamRecoder" title="codecs.StreamRecoder"><code class="xref py py-class docutils literal notranslate">StreamRecoder</code></a> class can transparently convert between
encodings, taking a stream that returns data in encoding #1
and behaving like a stream returning data in encoding #2.
For example, if you have an input file f that’s in Latin-1, you
can wrap it with a <a class="reference internal" href="../library/codecs.html#codecs.StreamRecoder" title="codecs.StreamRecoder"><code class="xref py py-class docutils literal notranslate">StreamRecoder</code></a> to return bytes encoded in
UTF-8:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>new_f = codecs.StreamRecoder(f,
 # en/decoder: used by read() to encode its results and
 # by write() to decode its input.
 codecs.getencoder(&#39;utf-8&#39;), codecs.getdecoder(&#39;utf-8&#39;),

# reader/writer: used to read and write to the stream.
 codecs.getreader(&#39;latin-1&#39;), codecs.getwriter(&#39;latin-1&#39;) )
</pre></div>
</div>
</div>
<div class="section" id="files-in-an-unknown-encoding">
<h4>Files in an Unknown Encoding<a class="headerlink" href="#files-in-an-unknown-encoding" title="Permalink to this headline">¶</a></h4>
What can you do if you need to make a change to a file, but don’t know
the file’s encoding? If you know the encoding is ASCII-compatible and
only want to examine or modify the ASCII parts, you can open the file
with the <code class="docutils literal notranslate">surrogateescape</code> error handler:
<div class="highlight-python3 notranslate"><div class="highlight"><pre>with open(fname, &#39;r&#39;, encoding=&quot;ascii&quot;, errors=&quot;surrogateescape&quot;) as f:
 data = f.read()

# make changes to the string &#39;data&#39;

with open(fname + &#39;.new&#39;, &#39;w&#39;,
 encoding=&quot;ascii&quot;, errors=&quot;surrogateescape&quot;) as f:
 f.write(data)
</pre></div>
</div>
The <code class="docutils literal notranslate">surrogateescape</code> error handler will decode any non-ASCII bytes
as code points in the Unicode Private Use Area ranging from U+DC80 to
U+DCFF. These private code points will then be turned back into the
same bytes when the <code class="docutils literal notranslate">surrogateescape</code> error handler is used when
encoding the data and writing it back out.
</div>
</div>
<div class="section" id="id3">
<h3>References<a class="headerlink" href="#id3" title="Permalink to this headline">¶</a></h3>
One section of <a class="reference external" href="http://pyvideo.org/video/289/pycon-2010--mastering-python-3-i-o">Mastering Python 3 Input/Output</a>,
a PyCon 2010 talk by David Beazley, discusses text processing and binary data handling.
The <a class="reference external" href="https://downloads.egenix.com/python/LSM2005-Developing-Unicode-aware-applications-in-Python.pdf">PDF slides for Marc-André Lemburg’s presentation “Writing Unicode-aware
Applications in Python”</a>
discuss questions of character encodings as well as how to internationalize
and localize an application. These slides cover Python 2.x only.
<a class="reference external" href="http://pyvideo.org/video/1768/the-guts-of-unicode-in-python">The Guts of Unicode in Python</a>
is a PyCon 2013 talk by Benjamin Peterson that discusses the internal Unicode
representation in Python 3.3.
</div>
</div>
<div class="section" id="acknowledgements">
<h2>Acknowledgements<a class="headerlink" href="#acknowledgements" title="Permalink to this headline">¶</a></h2>
The initial draft of this document was written by Andrew Kuchling.
It has since been revised further by Alexander Belopolsky, Georg Brandl,
Andrew Kuchling, and Ezio Melotti.
Thanks to the following people who have noted errors or offered
suggestions on this article: Éric Araujo, Nicholas Bastin, Nick
Coghlan, Marius Gedminas, Kent Johnson, Ken Krugler, Marc-André
Lemburg, Martin von Löwis, Terry J. Reedy, Chad Whitacre.
</div>
</div>

</div>
 </div>
 </div>
 <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
 <div class="sphinxsidebarwrapper">
 <h3><a href="../contents.html">Table Of Contents</a></h3>
 <ul>
<li><a class="reference internal" href="#">Unicode HOWTO</a><ul>
<li><a class="reference internal" href="#introduction-to-unicode">Introduction to Unicode</a><ul>
<li><a class="reference internal" href="#history-of-character-codes">History of Character Codes</a></li>
<li><a class="reference internal" href="#definitions">Definitions</a></li>
<li><a class="reference internal" href="#encodings">Encodings</a></li>
<li><a class="reference internal" href="#references">References</a></li>
</ul>
</li>
<li><a class="reference internal" href="#python-s-unicode-support">Python’s Unicode Support</a><ul>
<li><a class="reference internal" href="#the-string-type">The String Type</a></li>
<li><a class="reference internal" href="#converting-to-bytes">Converting to Bytes</a></li>
<li><a class="reference internal" href="#unicode-literals-in-python-source-code">Unicode Literals in Python Source Code</a></li>
<li><a class="reference internal" href="#unicode-properties">Unicode Properties</a></li>
<li><a class="reference internal" href="#unicode-regular-expressions">Unicode Regular Expressions</a></li>
<li><a class="reference internal" href="#id2">References</a></li>
</ul>
</li>
<li><a class="reference internal" href="#reading-and-writing-unicode-data">Reading and Writing Unicode Data</a><ul>
<li><a class="reference internal" href="#unicode-filenames">Unicode filenames</a></li>
<li><a class="reference internal" href="#tips-for-writing-unicode-aware-programs">Tips for Writing Unicode-aware Programs</a><ul>
<li><a class="reference internal" href="#converting-between-file-encodings">Converting Between File Encodings</a></li>
<li><a class="reference internal" href="#files-in-an-unknown-encoding">Files in an Unknown Encoding</a></li>
</ul>
</li>
<li><a class="reference internal" href="#id3">References</a></li>
</ul>
</li>
<li><a class="reference internal" href="#acknowledgements">Acknowledgements</a></li>
</ul>
</li>
</ul>

<h4>Previous topic</h4>
 <a href="sorting.html"
 title="previous chapter">Sorting HOW TO</a>
 <h4>Next topic</h4>
 <a href="urllib2.html"
 title="next chapter">HOWTO Fetch Internet Resources Using The urllib Package</a>
 <div role="note" aria-label="source link">
 <h3>This Page</h3>
 <ul class="this-page-menu">
 <li><a href="../bugs.html">Report a Bug</a></li>
 <li>
 <a href="https://github.com/python/cpython/blob/3.6/Doc/howto/unicode.rst"
 rel="nofollow">Show Source
 </a>
 </li>
 </ul>
 </div>
 </div>
 </div>
 <div class="clearer"></div>
 </div> 
 <div class="related" role="navigation" aria-label="related navigation">
 <h3>Navigation</h3>
 <ul>
 <li class="right" style="margin-right: 10px">
 <a href="../genindex.html" title="General Index"
 >index</a></li>
 <li class="right" >
 <a href="../py-modindex.html" title="Python Module Index"
 >modules</a> |</li>
 <li class="right" >
 <a href="urllib2.html" title="HOWTO Fetch Internet Resources Using The urllib Package"
 >next</a> |</li>
 <li class="right" >
 <a href="sorting.html" title="Sorting HOW TO"
 >previous</a> |</li>
 <li><img src="../_static/py.png" alt=""
 style="vertical-align: middle; margin-top: -1px"/></li>
 <li><a href="https://www.python.org/">Python</a> &#187;</li>
 <li>
 <a href="../index.html">3.6.7 Documentation</a> &#187;
 </li>

<li class="nav-item nav-item-1"><a href="index.html" >Python HOWTOs</a> &#187;</li>
 <li class="right">

</ul>
 </div> 
 <div class="footer">
 &copy; <a href="../copyright.html">Copyright</a> 2001-2023, Python Software Foundation.
 
 The Python Software Foundation is a non-profit corporation.
 <a href="https://www.python.org/psf/donations/">Please donate.</a>
 
 Last updated on Dec 18, 2023.
 <a href="../bugs.html">Found a bug</a>?
 
 Created using <a href="http://sphinx.pocoo.org/">Sphinx</a> 1.7.6.
 </div>

</body>
</html>

MR SKB