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author | Michał Górny <mgorny@gentoo.org> | 2024-10-21 15:49:39 +0200 |
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committer | Michał Górny <mgorny@gentoo.org> | 2024-10-21 15:49:39 +0200 |
commit | 9b5584a362d47411c32e837c6872ef48ddd7a455 (patch) | |
tree | 9018ac8251fa7377549b918b8a9bb1e0b4cbcc15 | |
parent | Rebuild with Sphinx 8.1.3 (diff) | |
download | python-9b5584a362d47411c32e837c6872ef48ddd7a455.tar.gz python-9b5584a362d47411c32e837c6872ef48ddd7a455.tar.bz2 python-9b5584a362d47411c32e837c6872ef48ddd7a455.zip |
Update the Guide to fb7670e3dbcab670954c050e5cd42ba8133bf140
Signed-off-by: Michał Górny <mgorny@gentoo.org>
-rw-r--r-- | guide/_sources/migration.rst.txt | 64 | ||||
-rw-r--r-- | guide/_sources/porting.rst.txt | 128 | ||||
-rw-r--r-- | guide/genindex.html | 15 | ||||
-rw-r--r-- | guide/index.html | 3 | ||||
-rw-r--r-- | guide/migration.html | 50 | ||||
-rw-r--r-- | guide/porting.html | 97 | ||||
-rw-r--r-- | guide/searchindex.js | 2 |
7 files changed, 358 insertions, 1 deletions
diff --git a/guide/_sources/migration.rst.txt b/guide/_sources/migration.rst.txt index 414e8ef..31931e9 100644 --- a/guide/_sources/migration.rst.txt +++ b/guide/_sources/migration.rst.txt @@ -204,3 +204,67 @@ For simple packages, the migration consists of: 3. Removing ``distutils_install_for_testing`` and/or ``--install`` option to ``distutils_enable_tests``. This should no longer be necessary and tests should work out of the box. + + +.. index:: multipart +.. index:: python-multipart + +multipart vs. python-multipart packages +======================================= +Prior to November 2024, two PyPI packages claimed the ``multipart`` +import name: multipart_ and python-multipart_. Originally, Gentoo +packaged only the latter, as it was necessary to satisfy dependencies. +However, with the former being listed as the recommended replacement +for the `deprecated cgi module`_, new packages started depending on it. + +At this point, Gentoo decided to package multipart as well, +and to rename python-multipart in anticipation of upstream rename +already in progress, in ``>=dev-python/python-multipart-0.0.12-r100``. +However, it should be noted that the Gentoo rename does not install +a compatibility loader to permit importing it via ``multipart`` import +name, as that would work only if ``dev-python/multipart`` +was not installed. Instead, packages need to be explicitly patched +to use the new import name of ``python_multipart``. + +Therefore, the dependencies on these packages should be handled +in the following manner: + +1. If the package depends on multipart, a dependency + on ``dev-python/multipart`` should be added. + +2. If the package bundles multipart, the dependency should be + unbundled. + +3. If the package depends on python-multipart and uses the new import + name (i.e. ``import python_multipart``), a dependency + on ``>=dev-python/python-multipart-0.0.12-r100`` (or a newer version) + should be added. + +4. If the package depends on python-multipart and uses the old import + name (i.e. ``import multipart``), it should be patched to use + the new import name instead, and the dependency should be added + as above. + +The following snippet provides an example of patching +the python-multipart import: + +.. code-block:: bash + + RDEPEND=" + >=dev-python/python-multipart-0.0.12-r100[${PYTHON_USEDEP}] + " + + src_prepare() { + distutils-r1_src_prepare + + # python-multipart package renamed in Gentoo to python_multipart + find -name "*.py" -exec sed \ + -e "s:from multipart:from python_multipart:" \ + -e "s:import multipart:import python_multipart as multipart:" \ + -i {} + || die + } + + +.. _multipart: https://pypi.org/project/multipart/ +.. _python-multipart: https://pypi.org/project/python-multipart/ +.. _deprecated cgi module: https://docs.python.org/3.12/library/cgi.html diff --git a/guide/_sources/porting.rst.txt b/guide/_sources/porting.rst.txt index 0d6f62e..3b79f47 100644 --- a/guide/_sources/porting.rst.txt +++ b/guide/_sources/porting.rst.txt @@ -53,6 +53,134 @@ Behavior after:: .. _django PR#14349: https://github.com/django/django/pull/14349 +.. index:: freethreading + +Freethreading CPython versions +============================== +CPython is used the so-called "global interpreter lock" to prevent +multiple threads from executing Python code simultaneously. It was +designed like this to simplify implementation, but at the cost of +limiting the possible performance gain from use of multiple threads. +Historically, only compiled extensions could temporarily disable it +to take advantage of threading. + +Starting with CPython 3.13, a support for an experimental +"freethreading_" mode has been added. If CPython is built in this +variant, it uses more fine-grained locking mechanisms to make it +possible to run multiple Python threads simultaneously. Note that this +mode can only improve performance of multithreaded applications, +and (at least at this point) penalizes single-threaded applications. + +The freethreaded versions of CPython are not ABI-compatible with +the regular builds. Therefore, they are slotted as separate versions +with a ``t`` suffix, e.g. Python 3.13 freethreading can be found +as ``dev-lang/python:3.13t``. They also need to be tested and added +to ``PYTHON_COMPAT`` separately, e.g. as ``python3_13t``. + +Note that compiled extensions need to declare support for freethreading +explicitly (see: `C API Extension Support for Free Threading`_). While +extensions without explicit support can be compiled for freethreading +Python versions, importing them will cause GIL to be reenabled +and therefore defeat the purpose of freethreading build. To determine +whether a C extension supports freethreading mode, grep the code +for ``Py_MOD_GIL_NOT_USED``. CPython will also verbosely warn upon +importing extensions without this support. + +In general, do not add ``python3_13t`` to ``PYTHON_COMPAT`` +if the package in question installs extensions that do not support +freethreading. This would penalize the setup, prevent proper testing +and therefore defeat the purpose of separately specifying this target. +Preferably, wait until they do. For some common dependencies, adding it +may be acceptable, provided that the extensions are optional and that +they are not built for freethreading targets. + + +.. _freethreading: + https://docs.python.org/3/howto/free-threading-python.html +.. _C API Extension Support for Free Threading: + https://docs.python.org/3/howto/free-threading-extensions.html + + +Python 3.13 +=========== + +See also: `what's new in Python 3.13`_ + +.. _what's new in Python 3.13: + https://docs.python.org/3.13/whatsnew/3.13.html + + +.. index:: cgi + +cgi module removal +------------------ +Python 3.13 removed the deprecated cgi_ module that provided a number +of utilities for CGI scripts. The standard library documentation +(as of Python 3.12) provides detailed information on replacing +the deprecated functions. + +The said documentation recommends the multipart_ package +as a replacement for some of the functions. In its context, +the multipart vs. python-multipart packages section of :doc:`migration` +should be consulted as well. + +.. _cgi: https://docs.python.org/3.12/library/cgi.html +.. _multipart: https://pypi.org/project/multipart/ + + +Docstring dedenting +------------------- +Prior to Python 3.13, all whitespace in docstrings would be preserved +and exposed in the ``__doc__`` attribute. Starting with 3.13, +docstrings are instead stripped and dedented. For example, consider +the following docstring:: + + def frobnicate(thing): + """Frobnicate the thing + + Do some magic frobnication on the thing. + + Example:: + + frobnicated_thing = frobnicate(thing) + """ + +In Python 3.12, all whitespace is preserved in ``__doc__``, yielding: + +.. code-block:: text + + Frobnicate the thing + + Do some magic frobnication on the thing. + + Example:: + + frobnicated_thing = frobnicate(thing) + +Python 3.13 instead strips leading whitespace from the first line, +and the common amount of whitespace from the subsequent lines, yielding: + +.. code-block:: text + + Frobnicate the thing + + Do some magic frobnication on the thing. + + Example:: + + frobnicated_thing = frobnicate(thing) + +This can break some tests that rely on specific ``__doc__`` values. +To ensure consistent results, `inspect.cleandoc()`_ can be used +to perform the same operation in older Python versions, i.e.:: + + assert inspect.cleandoc(frobnicate.__doc__) == expected_doc + + +.. _inspect.cleandoc(): + https://docs.python.org/3.13/library/inspect.html#inspect.cleandoc + + Python 3.12 =========== diff --git a/guide/genindex.html b/guide/genindex.html index 1c3afe5..ad5fb9a 100644 --- a/guide/genindex.html +++ b/guide/genindex.html @@ -41,6 +41,7 @@ | <a href="#F"><strong>F</strong></a> | <a href="#G"><strong>G</strong></a> | <a href="#H"><strong>H</strong></a> + | <a href="#M"><strong>M</strong></a> | <a href="#P"><strong>P</strong></a> | <a href="#R"><strong>R</strong></a> | <a href="#S"><strong>S</strong></a> @@ -64,6 +65,8 @@ </li> </ul></td> <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="porting.html#index-1">cgi</a> +</li> <li><a href="distutils.html#index-8">Cython</a> </li> </ul></td> @@ -132,6 +135,8 @@ <td style="width: 33%; vertical-align: top;"><ul> <li><a href="distutils.html#index-4">flit_scm</a> </li> + <li><a href="porting.html#index-0">freethreading</a> +</li> </ul></td> </tr></table> @@ -151,6 +156,14 @@ </ul></td> </tr></table> +<h2 id="M">M</h2> +<table style="width: 100%" class="indextable genindextable"><tr> + <td style="width: 33%; vertical-align: top;"><ul> + <li><a href="migration.html#index-2">multipart</a> +</li> + </ul></td> +</tr></table> + <h2 id="P">P</h2> <table style="width: 100%" class="indextable genindextable"><tr> <td style="width: 33%; vertical-align: top;"><ul> @@ -164,6 +177,8 @@ </li> <li><a href="basic.html#index-4">PYTHON</a> </li> + <li><a href="migration.html#index-3">python-multipart</a> +</li> <li> python_check_deps diff --git a/guide/index.html b/guide/index.html index 575e94a..725f05c 100644 --- a/guide/index.html +++ b/guide/index.html @@ -193,6 +193,8 @@ </li> <li class="toctree-l1"><a class="reference internal" href="porting.html">Porting tips</a><ul> <li class="toctree-l2"><a class="reference internal" href="porting.html#retroactive-changes">Retroactive changes</a></li> +<li class="toctree-l2"><a class="reference internal" href="porting.html#freethreading-cpython-versions">Freethreading CPython versions</a></li> +<li class="toctree-l2"><a class="reference internal" href="porting.html#python-3-13">Python 3.13</a></li> <li class="toctree-l2"><a class="reference internal" href="porting.html#python-3-12">Python 3.12</a></li> <li class="toctree-l2"><a class="reference internal" href="porting.html#python-3-11">Python 3.11</a></li> <li class="toctree-l2"><a class="reference internal" href="porting.html#python-3-10">Python 3.10</a></li> @@ -205,6 +207,7 @@ <li class="toctree-l2"><a class="reference internal" href="migration.html#migrating-from-old-python-usedep-syntax-in-python-single-r1">Migrating from old PYTHON_USEDEP syntax in python-single-r1</a></li> <li class="toctree-l2"><a class="reference internal" href="migration.html#migrating-from-eapi-7-to-eapi-8">Migrating from EAPI 7 to EAPI 8</a></li> <li class="toctree-l2"><a class="reference internal" href="migration.html#migrating-to-pep-517-builds">Migrating to PEP 517 builds</a></li> +<li class="toctree-l2"><a class="reference internal" href="migration.html#multipart-vs-python-multipart-packages">multipart vs. python-multipart packages</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="qawarn.html">QA checks and warnings</a><ul> diff --git a/guide/migration.html b/guide/migration.html index f90f8bc..e42c460 100644 --- a/guide/migration.html +++ b/guide/migration.html @@ -227,6 +227,55 @@ option to <code class="docutils literal notranslate"><span class="pre">distutils necessary and tests should work out of the box.</p></li> </ol> </section> +<section id="multipart-vs-python-multipart-packages"> +<span id="index-3"></span><span id="index-2"></span><h2>multipart vs. python-multipart packages<a class="headerlink" href="#multipart-vs-python-multipart-packages" title="Link to this heading">¶</a></h2> +<p>Prior to November 2024, two PyPI packages claimed the <code class="docutils literal notranslate"><span class="pre">multipart</span></code> +import name: <a class="reference external" href="https://pypi.org/project/multipart/">multipart</a> and <a class="reference external" href="https://pypi.org/project/python-multipart/">python-multipart</a>. Originally, Gentoo +packaged only the latter, as it was necessary to satisfy dependencies. +However, with the former being listed as the recommended replacement +for the <a class="reference external" href="https://docs.python.org/3.12/library/cgi.html">deprecated cgi module</a>, new packages started depending on it.</p> +<p>At this point, Gentoo decided to package multipart as well, +and to rename python-multipart in anticipation of upstream rename +already in progress, in <code class="docutils literal notranslate"><span class="pre">>=dev-python/python-multipart-0.0.12-r100</span></code>. +However, it should be noted that the Gentoo rename does not install +a compatibility loader to permit importing it via <code class="docutils literal notranslate"><span class="pre">multipart</span></code> import +name, as that would work only if <code class="docutils literal notranslate"><span class="pre">dev-python/multipart</span></code> +was not installed. Instead, packages need to be explicitly patched +to use the new import name of <code class="docutils literal notranslate"><span class="pre">python_multipart</span></code>.</p> +<p>Therefore, the dependencies on these packages should be handled +in the following manner:</p> +<ol class="arabic simple"> +<li><p>If the package depends on multipart, a dependency +on <code class="docutils literal notranslate"><span class="pre">dev-python/multipart</span></code> should be added.</p></li> +<li><p>If the package bundles multipart, the dependency should be +unbundled.</p></li> +<li><p>If the package depends on python-multipart and uses the new import +name (i.e. <code class="docutils literal notranslate"><span class="pre">import</span> <span class="pre">python_multipart</span></code>), a dependency +on <code class="docutils literal notranslate"><span class="pre">>=dev-python/python-multipart-0.0.12-r100</span></code> (or a newer version) +should be added.</p></li> +<li><p>If the package depends on python-multipart and uses the old import +name (i.e. <code class="docutils literal notranslate"><span class="pre">import</span> <span class="pre">multipart</span></code>), it should be patched to use +the new import name instead, and the dependency should be added +as above.</p></li> +</ol> +<p>The following snippet provides an example of patching +the python-multipart import:</p> +<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nv">RDEPEND</span><span class="o">=</span><span class="s2">"</span> +<span class="s2"> >=dev-python/python-multipart-0.0.12-r100[</span><span class="si">${</span><span class="nv">PYTHON_USEDEP</span><span class="si">}</span><span class="s2">]</span> +<span class="s2">"</span> + +src_prepare<span class="o">()</span><span class="w"> </span><span class="o">{</span> +<span class="w"> </span>distutils-r1_src_prepare + +<span class="w"> </span><span class="c1"># python-multipart package renamed in Gentoo to python_multipart</span> +<span class="w"> </span>find<span class="w"> </span>-name<span class="w"> </span><span class="s2">"*.py"</span><span class="w"> </span>-exec<span class="w"> </span>sed<span class="w"> </span><span class="se">\</span> +<span class="w"> </span>-e<span class="w"> </span><span class="s2">"s:from multipart:from python_multipart:"</span><span class="w"> </span><span class="se">\</span> +<span class="w"> </span>-e<span class="w"> </span><span class="s2">"s:import multipart:import python_multipart as multipart:"</span><span class="w"> </span><span class="se">\</span> +<span class="w"> </span>-i<span class="w"> </span><span class="o">{}</span><span class="w"> </span>+<span class="w"> </span><span class="o">||</span><span class="w"> </span>die +<span class="o">}</span> +</pre></div> +</div> +</section> </section> @@ -279,6 +328,7 @@ necessary and tests should work out of the box.</p></li> <li class="toctree-l2"><a class="reference internal" href="#migrating-from-old-python-usedep-syntax-in-python-single-r1">Migrating from old PYTHON_USEDEP syntax in python-single-r1</a></li> <li class="toctree-l2"><a class="reference internal" href="#migrating-from-eapi-7-to-eapi-8">Migrating from EAPI 7 to EAPI 8</a></li> <li class="toctree-l2"><a class="reference internal" href="#migrating-to-pep-517-builds">Migrating to PEP 517 builds</a></li> +<li class="toctree-l2"><a class="reference internal" href="#multipart-vs-python-multipart-packages">multipart vs. python-multipart packages</a></li> </ul> </li> <li class="toctree-l1"><a class="reference internal" href="qawarn.html">QA checks and warnings</a></li> diff --git a/guide/porting.html b/guide/porting.html index e5759e3..8b073d6 100644 --- a/guide/porting.html +++ b/guide/porting.html @@ -73,6 +73,101 @@ PR#14349</a> for an example of impact and a fix.</p> </div> </section> </section> +<section id="freethreading-cpython-versions"> +<span id="index-0"></span><h2>Freethreading CPython versions<a class="headerlink" href="#freethreading-cpython-versions" title="Link to this heading">¶</a></h2> +<p>CPython is used the so-called “global interpreter lock” to prevent +multiple threads from executing Python code simultaneously. It was +designed like this to simplify implementation, but at the cost of +limiting the possible performance gain from use of multiple threads. +Historically, only compiled extensions could temporarily disable it +to take advantage of threading.</p> +<p>Starting with CPython 3.13, a support for an experimental +“<a class="reference external" href="https://docs.python.org/3/howto/free-threading-python.html">freethreading</a>” mode has been added. If CPython is built in this +variant, it uses more fine-grained locking mechanisms to make it +possible to run multiple Python threads simultaneously. Note that this +mode can only improve performance of multithreaded applications, +and (at least at this point) penalizes single-threaded applications.</p> +<p>The freethreaded versions of CPython are not ABI-compatible with +the regular builds. Therefore, they are slotted as separate versions +with a <code class="docutils literal notranslate"><span class="pre">t</span></code> suffix, e.g. Python 3.13 freethreading can be found +as <code class="docutils literal notranslate"><span class="pre">dev-lang/python:3.13t</span></code>. They also need to be tested and added +to <code class="docutils literal notranslate"><span class="pre">PYTHON_COMPAT</span></code> separately, e.g. as <code class="docutils literal notranslate"><span class="pre">python3_13t</span></code>.</p> +<p>Note that compiled extensions need to declare support for freethreading +explicitly (see: <a class="reference external" href="https://docs.python.org/3/howto/free-threading-extensions.html">C API Extension Support for Free Threading</a>). While +extensions without explicit support can be compiled for freethreading +Python versions, importing them will cause GIL to be reenabled +and therefore defeat the purpose of freethreading build. To determine +whether a C extension supports freethreading mode, grep the code +for <code class="docutils literal notranslate"><span class="pre">Py_MOD_GIL_NOT_USED</span></code>. CPython will also verbosely warn upon +importing extensions without this support.</p> +<p>In general, do not add <code class="docutils literal notranslate"><span class="pre">python3_13t</span></code> to <code class="docutils literal notranslate"><span class="pre">PYTHON_COMPAT</span></code> +if the package in question installs extensions that do not support +freethreading. This would penalize the setup, prevent proper testing +and therefore defeat the purpose of separately specifying this target. +Preferably, wait until they do. For some common dependencies, adding it +may be acceptable, provided that the extensions are optional and that +they are not built for freethreading targets.</p> +</section> +<section id="python-3-13"> +<h2>Python 3.13<a class="headerlink" href="#python-3-13" title="Link to this heading">¶</a></h2> +<p>See also: <a class="reference external" href="https://docs.python.org/3.13/whatsnew/3.13.html">what’s new in Python 3.13</a></p> +<section id="cgi-module-removal"> +<span id="index-1"></span><h3>cgi module removal<a class="headerlink" href="#cgi-module-removal" title="Link to this heading">¶</a></h3> +<p>Python 3.13 removed the deprecated <a class="reference external" href="https://docs.python.org/3.12/library/cgi.html">cgi</a> module that provided a number +of utilities for CGI scripts. The standard library documentation +(as of Python 3.12) provides detailed information on replacing +the deprecated functions.</p> +<p>The said documentation recommends the <a class="reference external" href="https://pypi.org/project/multipart/">multipart</a> package +as a replacement for some of the functions. In its context, +the multipart vs. python-multipart packages section of <a class="reference internal" href="migration.html"><span class="doc">Migration guides</span></a> +should be consulted as well.</p> +</section> +<section id="docstring-dedenting"> +<h3>Docstring dedenting<a class="headerlink" href="#docstring-dedenting" title="Link to this heading">¶</a></h3> +<p>Prior to Python 3.13, all whitespace in docstrings would be preserved +and exposed in the <code class="docutils literal notranslate"><span class="pre">__doc__</span></code> attribute. Starting with 3.13, +docstrings are instead stripped and dedented. For example, consider +the following docstring:</p> +<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">frobnicate</span><span class="p">(</span><span class="n">thing</span><span class="p">):</span> +<span class="w"> </span><span class="sd">"""Frobnicate the thing</span> + +<span class="sd"> Do some magic frobnication on the thing.</span> + +<span class="sd"> Example::</span> + +<span class="sd"> frobnicated_thing = frobnicate(thing)</span> +<span class="sd"> """</span> +</pre></div> +</div> +<p>In Python 3.12, all whitespace is preserved in <code class="docutils literal notranslate"><span class="pre">__doc__</span></code>, yielding:</p> +<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>Frobnicate the thing + + Do some magic frobnication on the thing. + + Example:: + + frobnicated_thing = frobnicate(thing) +</pre></div> +</div> +<p>Python 3.13 instead strips leading whitespace from the first line, +and the common amount of whitespace from the subsequent lines, yielding:</p> +<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>Frobnicate the thing + +Do some magic frobnication on the thing. + +Example:: + + frobnicated_thing = frobnicate(thing) +</pre></div> +</div> +<p>This can break some tests that rely on specific <code class="docutils literal notranslate"><span class="pre">__doc__</span></code> values. +To ensure consistent results, <a class="reference external" href="https://docs.python.org/3.13/library/inspect.html#inspect.cleandoc">inspect.cleandoc()</a> can be used +to perform the same operation in older Python versions, i.e.:</p> +<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">assert</span> <span class="n">inspect</span><span class="o">.</span><span class="n">cleandoc</span><span class="p">(</span><span class="n">frobnicate</span><span class="o">.</span><span class="vm">__doc__</span><span class="p">)</span> <span class="o">==</span> <span class="n">expected_doc</span> +</pre></div> +</div> +</section> +</section> <section id="python-3-12"> <h2>Python 3.12<a class="headerlink" href="#python-3-12" title="Link to this heading">¶</a></h2> <p>See also: <a class="reference external" href="https://docs.python.org/3.12/whatsnew/3.12.html">what’s new in Python 3.12</a></p> @@ -578,6 +673,8 @@ modules need to be imported and used separately rather than one.</p> <li class="toctree-l1"><a class="reference internal" href="buildsys.html">Integration with build systems written in Python</a></li> <li class="toctree-l1 current"><a class="current reference internal" href="#">Porting tips</a><ul> <li class="toctree-l2"><a class="reference internal" href="#retroactive-changes">Retroactive changes</a></li> +<li class="toctree-l2"><a class="reference internal" href="#freethreading-cpython-versions">Freethreading CPython versions</a></li> +<li class="toctree-l2"><a class="reference internal" href="#python-3-13">Python 3.13</a></li> <li class="toctree-l2"><a class="reference internal" href="#python-3-12">Python 3.12</a></li> <li class="toctree-l2"><a class="reference internal" href="#python-3-11">Python 3.11</a></li> <li class="toctree-l2"><a class="reference internal" href="#python-3-10">Python 3.10</a></li> diff --git a/guide/searchindex.js b/guide/searchindex.js index 24e4cae..7675917 100644 --- a/guide/searchindex.js +++ b/guide/searchindex.js @@ -1 +1 @@ -Search.setIndex({"alltitles": {".called_with (and other invalid assertions) now trigger an error": [[16, "called-with-and-other-invalid-assertions-now-trigger-an-error"]], "A hybrid: build-time + conditional runtime": [[21, "a-hybrid-build-time-conditional-runtime"]], "Adding a new Python implementation": [[12, "adding-a-new-python-implementation"]], "Adding more test dependencies": [[22, "adding-more-test-dependencies"]], "Adding new Python implementations to existing 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