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} } </style> <link rel="stylesheet" href="../_static/pydoctheme_dark.css" media="(prefers-color-scheme: dark)" id="pydoctheme_dark_css"> <link rel="shortcut icon" type="image/png" href="../_static/py.svg" /> <script type="text/javascript" src="../_static/copybutton.js"></script> <script type="text/javascript" src="../_static/menu.js"></script> <script type="text/javascript" src="../_static/search-focus.js"></script> <script type="text/javascript" src="../_static/themetoggle.js"></script> <script type="text/javascript" src="../_static/rtd_switcher.js"></script> <meta name="readthedocs-addons-api-version" content="1"> </head> <body> <div class="mobile-nav"> <input type="checkbox" id="menuToggler" class="toggler__input" aria-controls="navigation" aria-pressed="false" aria-expanded="false" role="button" aria-label="Menu" /> <nav class="nav-content" role="navigation"> <label for="menuToggler" class="toggler__label"> <span></span> </label> <span class="nav-items-wrapper"> <a href="https://www.python.org/" class="nav-logo"> <img src="../_static/py.svg" alt="Python logo"/> </a> <span class="version_switcher_placeholder"></span> <form role="search" class="search" action="../search.html" method="get"> <svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" class="search-icon"> <path fill-rule="nonzero" fill="currentColor" d="M15.5 14h-.79l-.28-.27a6.5 6.5 0 001.48-5.34c-.47-2.78-2.79-5-5.59-5.34a6.505 6.505 0 00-7.27 7.27c.34 2.8 2.56 5.12 5.34 5.59a6.5 6.5 0 005.34-1.48l.27.28v.79l4.25 4.25c.41.41 1.08.41 1.49 0 .41-.41.41-1.08 0-1.49L15.5 14zm-6 0C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14z"></path> </svg> <input placeholder="Quick search" aria-label="Quick search" type="search" name="q" /> <input type="submit" value="Go"/> </form> </span> </nav> <div class="menu-wrapper"> <nav class="menu" role="navigation" aria-label="main navigation"> <div class="language_switcher_placeholder"></div> <label class="theme-selector-label"> Theme <select class="theme-selector" oninput="activateTheme(this.value)"> <option value="auto" selected>Auto</option> <option value="light">Light</option> <option value="dark">Dark</option> </select> </label> <div> <h3><a href="../contents.html">Table of Contents</a></h3> <ul> <li><a class="reference internal" href="#">Extending/Embedding FAQ</a><ul> <li><a class="reference internal" href="#can-i-create-my-own-functions-in-c">Can I create my own functions in C?</a></li> <li><a class="reference internal" href="#id1">Can I create my own functions in C++?</a></li> <li><a class="reference internal" href="#writing-c-is-hard-are-there-any-alternatives">Writing C is hard; are there any alternatives?</a></li> <li><a class="reference internal" href="#how-can-i-execute-arbitrary-python-statements-from-c">How can I execute arbitrary Python statements from C?</a></li> <li><a class="reference internal" href="#how-can-i-evaluate-an-arbitrary-python-expression-from-c">How can I evaluate an arbitrary Python expression from C?</a></li> <li><a class="reference internal" href="#how-do-i-extract-c-values-from-a-python-object">How do I extract C values from a Python object?</a></li> <li><a class="reference internal" href="#how-do-i-use-py-buildvalue-to-create-a-tuple-of-arbitrary-length">How do I use Py_BuildValue() to create a tuple of arbitrary length?</a></li> <li><a class="reference internal" href="#how-do-i-call-an-object-s-method-from-c">How do I call an object’s method from C?</a></li> <li><a class="reference internal" href="#how-do-i-catch-the-output-from-pyerr-print-or-anything-that-prints-to-stdout-stderr">How do I catch the output from PyErr_Print() (or anything that prints to stdout/stderr)?</a></li> <li><a class="reference internal" href="#how-do-i-access-a-module-written-in-python-from-c">How do I access a module written in Python from C?</a></li> <li><a class="reference internal" href="#how-do-i-interface-to-c-objects-from-python">How do I interface to C++ objects from Python?</a></li> <li><a class="reference internal" href="#i-added-a-module-using-the-setup-file-and-the-make-fails-why">I added a module using the Setup file and the make fails; why?</a></li> <li><a class="reference internal" href="#how-do-i-debug-an-extension">How do I debug an extension?</a></li> <li><a class="reference internal" href="#i-want-to-compile-a-python-module-on-my-linux-system-but-some-files-are-missing-why">I want to compile a Python module on my Linux system, but some files are missing. Why?</a></li> <li><a class="reference internal" href="#how-do-i-tell-incomplete-input-from-invalid-input">How do I tell “incomplete input” from “invalid input”?</a></li> <li><a class="reference internal" href="#how-do-i-find-undefined-g-symbols-builtin-new-or-pure-virtual">How do I find undefined g++ symbols __builtin_new or __pure_virtual?</a></li> <li><a class="reference internal" href="#can-i-create-an-object-class-with-some-methods-implemented-in-c-and-others-in-python-e-g-through-inheritance">Can I create an object class with some methods implemented in C and others in Python (e.g. through inheritance)?</a></li> </ul> </li> </ul> </div> <div> <h4>Previous topic</h4> <p class="topless"><a href="library.html" title="previous chapter">Library and Extension FAQ</a></p> </div> <div> <h4>Next topic</h4> <p class="topless"><a href="windows.html" title="next chapter">Python on Windows FAQ</a></p> </div> <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/main/Doc/faq/extending.rst" rel="nofollow">Show Source </a> </li> </ul> </div> </nav> </div> </div> <div class="related" role="navigation" aria-label="Related"> <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="windows.html" title="Python on Windows FAQ" accesskey="N">next</a> |</li> <li class="right" > <a href="library.html" title="Library and Extension FAQ" accesskey="P">previous</a> |</li> <li><img src="../_static/py.svg" alt="Python logo" style="vertical-align: middle; margin-top: -1px"/></li> <li><a href="https://www.python.org/">Python</a> »</li> <li class="switchers"> <div class="language_switcher_placeholder"></div> <div class="version_switcher_placeholder"></div> </li> <li> </li> <li id="cpython-language-and-version"> <a href="../index.html">3.13.3 Documentation</a> » </li> <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Python Frequently Asked Questions</a> »</li> <li class="nav-item nav-item-this"><a href="">Extending/Embedding FAQ</a></li> <li class="right"> <div class="inline-search" role="search"> <form class="inline-search" action="../search.html" method="get"> <input placeholder="Quick search" aria-label="Quick search" type="search" name="q" id="search-box" /> <input type="submit" value="Go" /> </form> </div> | </li> <li class="right"> <label class="theme-selector-label"> Theme <select class="theme-selector" oninput="activateTheme(this.value)"> <option value="auto" selected>Auto</option> <option value="light">Light</option> <option value="dark">Dark</option> </select> </label> |</li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <section id="extending-embedding-faq"> <h1><a class="toc-backref" href="#id2" role="doc-backlink">Extending/Embedding FAQ</a><a class="headerlink" href="#extending-embedding-faq" title="Link to this heading">¶</a></h1> <nav class="contents" id="contents"> <p class="topic-title">Contents</p> <ul class="simple"> <li><p><a class="reference internal" href="#extending-embedding-faq" id="id2">Extending/Embedding FAQ</a></p> <ul> <li><p><a class="reference internal" href="#can-i-create-my-own-functions-in-c" id="id3">Can I create my own functions in C?</a></p></li> <li><p><a class="reference internal" href="#id1" id="id4">Can I create my own functions in C++?</a></p></li> <li><p><a class="reference internal" href="#writing-c-is-hard-are-there-any-alternatives" id="id5">Writing C is hard; are there any alternatives?</a></p></li> <li><p><a class="reference internal" href="#how-can-i-execute-arbitrary-python-statements-from-c" id="id6">How can I execute arbitrary Python statements from C?</a></p></li> <li><p><a class="reference internal" href="#how-can-i-evaluate-an-arbitrary-python-expression-from-c" id="id7">How can I evaluate an arbitrary Python expression from C?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-extract-c-values-from-a-python-object" id="id8">How do I extract C values from a Python object?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-use-py-buildvalue-to-create-a-tuple-of-arbitrary-length" id="id9">How do I use Py_BuildValue() to create a tuple of arbitrary length?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-call-an-object-s-method-from-c" id="id10">How do I call an object’s method from C?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-catch-the-output-from-pyerr-print-or-anything-that-prints-to-stdout-stderr" id="id11">How do I catch the output from PyErr_Print() (or anything that prints to stdout/stderr)?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-access-a-module-written-in-python-from-c" id="id12">How do I access a module written in Python from C?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-interface-to-c-objects-from-python" id="id13">How do I interface to C++ objects from Python?</a></p></li> <li><p><a class="reference internal" href="#i-added-a-module-using-the-setup-file-and-the-make-fails-why" id="id14">I added a module using the Setup file and the make fails; why?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-debug-an-extension" id="id15">How do I debug an extension?</a></p></li> <li><p><a class="reference internal" href="#i-want-to-compile-a-python-module-on-my-linux-system-but-some-files-are-missing-why" id="id16">I want to compile a Python module on my Linux system, but some files are missing. Why?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-tell-incomplete-input-from-invalid-input" id="id17">How do I tell “incomplete input” from “invalid input”?</a></p></li> <li><p><a class="reference internal" href="#how-do-i-find-undefined-g-symbols-builtin-new-or-pure-virtual" id="id18">How do I find undefined g++ symbols __builtin_new or __pure_virtual?</a></p></li> <li><p><a class="reference internal" href="#can-i-create-an-object-class-with-some-methods-implemented-in-c-and-others-in-python-e-g-through-inheritance" id="id19">Can I create an object class with some methods implemented in C and others in Python (e.g. through inheritance)?</a></p></li> </ul> </li> </ul> </nav> <section id="can-i-create-my-own-functions-in-c"> <h2><a class="toc-backref" href="#id3" role="doc-backlink">Can I create my own functions in C?</a><a class="headerlink" href="#can-i-create-my-own-functions-in-c" title="Link to this heading">¶</a></h2> <p>Yes, you can create built-in modules containing functions, variables, exceptions and even new types in C. This is explained in the document <a class="reference internal" href="../extending/index.html#extending-index"><span class="std std-ref">Extending and Embedding the Python Interpreter</span></a>.</p> <p>Most intermediate or advanced Python books will also cover this topic.</p> </section> <section id="id1"> <h2><a class="toc-backref" href="#id4" role="doc-backlink">Can I create my own functions in C++?</a><a class="headerlink" href="#id1" title="Link to this heading">¶</a></h2> <p>Yes, using the C compatibility features found in C++. Place <code class="docutils literal notranslate"><span class="pre">extern</span> <span class="pre">"C"</span> <span class="pre">{</span> <span class="pre">...</span> <span class="pre">}</span></code> around the Python include files and put <code class="docutils literal notranslate"><span class="pre">extern</span> <span class="pre">"C"</span></code> before each function that is going to be called by the Python interpreter. Global or static C++ objects with constructors are probably not a good idea.</p> </section> <section id="writing-c-is-hard-are-there-any-alternatives"> <span id="c-wrapper-software"></span><h2><a class="toc-backref" href="#id5" role="doc-backlink">Writing C is hard; are there any alternatives?</a><a class="headerlink" href="#writing-c-is-hard-are-there-any-alternatives" title="Link to this heading">¶</a></h2> <p>There are a number of alternatives to writing your own C extensions, depending on what you’re trying to do.</p> <p><a class="reference external" href="https://cython.org">Cython</a> and its relative <a class="reference external" href="https://www.csse.canterbury.ac.nz/greg.ewing/python/Pyrex/">Pyrex</a> are compilers that accept a slightly modified form of Python and generate the corresponding C code. Cython and Pyrex make it possible to write an extension without having to learn Python’s C API.</p> <p>If you need to interface to some C or C++ library for which no Python extension currently exists, you can try wrapping the library’s data types and functions with a tool such as <a class="reference external" href="https://www.swig.org">SWIG</a>. <a class="reference external" href="https://github.com/Python-SIP/sip">SIP</a>, <a class="reference external" href="https://cxx.sourceforge.net/">CXX</a> <a class="reference external" href="https://www.boost.org/libs/python/doc/index.html">Boost</a>, or <a class="reference external" href="https://github.com/scipy/weave">Weave</a> are also alternatives for wrapping C++ libraries.</p> </section> <section id="how-can-i-execute-arbitrary-python-statements-from-c"> <h2><a class="toc-backref" href="#id6" role="doc-backlink">How can I execute arbitrary Python statements from C?</a><a class="headerlink" href="#how-can-i-execute-arbitrary-python-statements-from-c" title="Link to this heading">¶</a></h2> <p>The highest-level function to do this is <a class="reference internal" href="../c-api/veryhigh.html#c.PyRun_SimpleString" title="PyRun_SimpleString"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyRun_SimpleString()</span></code></a> which takes a single string argument to be executed in the context of the module <code class="docutils literal notranslate"><span class="pre">__main__</span></code> and returns <code class="docutils literal notranslate"><span class="pre">0</span></code> for success and <code class="docutils literal notranslate"><span class="pre">-1</span></code> when an exception occurred (including <a class="reference internal" href="../library/exceptions.html#SyntaxError" title="SyntaxError"><code class="xref py py-exc docutils literal notranslate"><span class="pre">SyntaxError</span></code></a>). If you want more control, use <a class="reference internal" href="../c-api/veryhigh.html#c.PyRun_String" title="PyRun_String"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyRun_String()</span></code></a>; see the source for <a class="reference internal" href="../c-api/veryhigh.html#c.PyRun_SimpleString" title="PyRun_SimpleString"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyRun_SimpleString()</span></code></a> in <code class="docutils literal notranslate"><span class="pre">Python/pythonrun.c</span></code>.</p> </section> <section id="how-can-i-evaluate-an-arbitrary-python-expression-from-c"> <h2><a class="toc-backref" href="#id7" role="doc-backlink">How can I evaluate an arbitrary Python expression from C?</a><a class="headerlink" href="#how-can-i-evaluate-an-arbitrary-python-expression-from-c" title="Link to this heading">¶</a></h2> <p>Call the function <a class="reference internal" href="../c-api/veryhigh.html#c.PyRun_String" title="PyRun_String"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyRun_String()</span></code></a> from the previous question with the start symbol <a class="reference internal" href="../c-api/veryhigh.html#c.Py_eval_input" title="Py_eval_input"><code class="xref c c-data docutils literal notranslate"><span class="pre">Py_eval_input</span></code></a>; it parses an expression, evaluates it and returns its value.</p> </section> <section id="how-do-i-extract-c-values-from-a-python-object"> <h2><a class="toc-backref" href="#id8" role="doc-backlink">How do I extract C values from a Python object?</a><a class="headerlink" href="#how-do-i-extract-c-values-from-a-python-object" title="Link to this heading">¶</a></h2> <p>That depends on the object’s type. If it’s a tuple, <a class="reference internal" href="../c-api/tuple.html#c.PyTuple_Size" title="PyTuple_Size"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyTuple_Size()</span></code></a> returns its length and <a class="reference internal" href="../c-api/tuple.html#c.PyTuple_GetItem" title="PyTuple_GetItem"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyTuple_GetItem()</span></code></a> returns the item at a specified index. Lists have similar functions, <a class="reference internal" href="../c-api/list.html#c.PyList_Size" title="PyList_Size"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyList_Size()</span></code></a> and <a class="reference internal" href="../c-api/list.html#c.PyList_GetItem" title="PyList_GetItem"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyList_GetItem()</span></code></a>.</p> <p>For bytes, <a class="reference internal" href="../c-api/bytes.html#c.PyBytes_Size" title="PyBytes_Size"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyBytes_Size()</span></code></a> returns its length and <a class="reference internal" href="../c-api/bytes.html#c.PyBytes_AsStringAndSize" title="PyBytes_AsStringAndSize"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyBytes_AsStringAndSize()</span></code></a> provides a pointer to its value and its length. Note that Python bytes objects may contain null bytes so C’s <code class="xref c c-func docutils literal notranslate"><span class="pre">strlen()</span></code> should not be used.</p> <p>To test the type of an object, first make sure it isn’t <code class="docutils literal notranslate"><span class="pre">NULL</span></code>, and then use <a class="reference internal" href="../c-api/bytes.html#c.PyBytes_Check" title="PyBytes_Check"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyBytes_Check()</span></code></a>, <a class="reference internal" href="../c-api/tuple.html#c.PyTuple_Check" title="PyTuple_Check"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyTuple_Check()</span></code></a>, <a class="reference internal" href="../c-api/list.html#c.PyList_Check" title="PyList_Check"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyList_Check()</span></code></a>, etc.</p> <p>There is also a high-level API to Python objects which is provided by the so-called ‘abstract’ interface – read <code class="docutils literal notranslate"><span class="pre">Include/abstract.h</span></code> for further details. It allows interfacing with any kind of Python sequence using calls like <a class="reference internal" href="../c-api/sequence.html#c.PySequence_Length" title="PySequence_Length"><code class="xref c c-func docutils literal notranslate"><span class="pre">PySequence_Length()</span></code></a>, <a class="reference internal" href="../c-api/sequence.html#c.PySequence_GetItem" title="PySequence_GetItem"><code class="xref c c-func docutils literal notranslate"><span class="pre">PySequence_GetItem()</span></code></a>, etc. as well as many other useful protocols such as numbers (<a class="reference internal" href="../c-api/number.html#c.PyNumber_Index" title="PyNumber_Index"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyNumber_Index()</span></code></a> et al.) and mappings in the PyMapping APIs.</p> </section> <section id="how-do-i-use-py-buildvalue-to-create-a-tuple-of-arbitrary-length"> <h2><a class="toc-backref" href="#id9" role="doc-backlink">How do I use Py_BuildValue() to create a tuple of arbitrary length?</a><a class="headerlink" href="#how-do-i-use-py-buildvalue-to-create-a-tuple-of-arbitrary-length" title="Link to this heading">¶</a></h2> <p>You can’t. Use <a class="reference internal" href="../c-api/tuple.html#c.PyTuple_Pack" title="PyTuple_Pack"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyTuple_Pack()</span></code></a> instead.</p> </section> <section id="how-do-i-call-an-object-s-method-from-c"> <h2><a class="toc-backref" href="#id10" role="doc-backlink">How do I call an object’s method from C?</a><a class="headerlink" href="#how-do-i-call-an-object-s-method-from-c" title="Link to this heading">¶</a></h2> <p>The <a class="reference internal" href="../c-api/call.html#c.PyObject_CallMethod" title="PyObject_CallMethod"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyObject_CallMethod()</span></code></a> function can be used to call an arbitrary method of an object. The parameters are the object, the name of the method to call, a format string like that used with <a class="reference internal" href="../c-api/arg.html#c.Py_BuildValue" title="Py_BuildValue"><code class="xref c c-func docutils literal notranslate"><span class="pre">Py_BuildValue()</span></code></a>, and the argument values:</p> <div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="n">PyObject</span><span class="w"> </span><span class="o">*</span> <span class="nf">PyObject_CallMethod</span><span class="p">(</span><span class="n">PyObject</span><span class="w"> </span><span class="o">*</span><span class="n">object</span><span class="p">,</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">char</span><span class="w"> </span><span class="o">*</span><span class="n">method_name</span><span class="p">,</span> <span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">char</span><span class="w"> </span><span class="o">*</span><span class="n">arg_format</span><span class="p">,</span><span class="w"> </span><span class="p">...);</span> </pre></div> </div> <p>This works for any object that has methods – whether built-in or user-defined. You are responsible for eventually <a class="reference internal" href="../c-api/refcounting.html#c.Py_DECREF" title="Py_DECREF"><code class="xref c c-func docutils literal notranslate"><span class="pre">Py_DECREF()</span></code></a>‘ing the return value.</p> <p>To call, e.g., a file object’s “seek” method with arguments 10, 0 (assuming the file object pointer is “f”):</p> <div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="n">res</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">PyObject_CallMethod</span><span class="p">(</span><span class="n">f</span><span class="p">,</span><span class="w"> </span><span class="s">"seek"</span><span class="p">,</span><span class="w"> </span><span class="s">"(ii)"</span><span class="p">,</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span><span class="w"> </span><span class="mi">0</span><span class="p">);</span> <span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">res</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="nb">NULL</span><span class="p">)</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="p">...</span><span class="w"> </span><span class="n">an</span><span class="w"> </span><span class="n">exception</span><span class="w"> </span><span class="n">occurred</span><span class="w"> </span><span class="p">...</span> <span class="p">}</span> <span class="k">else</span><span class="w"> </span><span class="p">{</span> <span class="w"> </span><span class="n">Py_DECREF</span><span class="p">(</span><span class="n">res</span><span class="p">);</span> <span class="p">}</span> </pre></div> </div> <p>Note that since <a class="reference internal" href="../c-api/call.html#c.PyObject_CallObject" title="PyObject_CallObject"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyObject_CallObject()</span></code></a> <em>always</em> wants a tuple for the argument list, to call a function without arguments, pass “()” for the format, and to call a function with one argument, surround the argument in parentheses, e.g. “(i)”.</p> </section> <section id="how-do-i-catch-the-output-from-pyerr-print-or-anything-that-prints-to-stdout-stderr"> <h2><a class="toc-backref" href="#id11" role="doc-backlink">How do I catch the output from PyErr_Print() (or anything that prints to stdout/stderr)?</a><a class="headerlink" href="#how-do-i-catch-the-output-from-pyerr-print-or-anything-that-prints-to-stdout-stderr" title="Link to this heading">¶</a></h2> <p>In Python code, define an object that supports the <code class="docutils literal notranslate"><span class="pre">write()</span></code> method. Assign this object to <a class="reference internal" href="../library/sys.html#sys.stdout" title="sys.stdout"><code class="xref py py-data docutils literal notranslate"><span class="pre">sys.stdout</span></code></a> and <a class="reference internal" href="../library/sys.html#sys.stderr" title="sys.stderr"><code class="xref py py-data docutils literal notranslate"><span class="pre">sys.stderr</span></code></a>. Call print_error, or just allow the standard traceback mechanism to work. Then, the output will go wherever your <code class="docutils literal notranslate"><span class="pre">write()</span></code> method sends it.</p> <p>The easiest way to do this is to use the <a class="reference internal" href="../library/io.html#io.StringIO" title="io.StringIO"><code class="xref py py-class docutils literal notranslate"><span class="pre">io.StringIO</span></code></a> class:</p> <div class="highlight-pycon notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">import</span><span class="w"> </span><span class="nn">io</span><span class="o">,</span><span class="w"> </span><span class="nn">sys</span> <span class="gp">>>> </span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span> <span class="o">=</span> <span class="n">io</span><span class="o">.</span><span class="n">StringIO</span><span class="p">()</span> <span class="gp">>>> </span><span class="nb">print</span><span class="p">(</span><span class="s1">'foo'</span><span class="p">)</span> <span class="gp">>>> </span><span class="nb">print</span><span class="p">(</span><span class="s1">'hello world!'</span><span class="p">)</span> <span class="gp">>>> </span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">getvalue</span><span class="p">())</span> <span class="go">foo</span> <span class="go">hello world!</span> </pre></div> </div> <p>A custom object to do the same would look like this:</p> <div class="highlight-pycon notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">import</span><span class="w"> </span><span class="nn">io</span><span class="o">,</span><span class="w"> </span><span class="nn">sys</span> <span class="gp">>>> </span><span class="k">class</span><span class="w"> </span><span class="nc">StdoutCatcher</span><span class="p">(</span><span class="n">io</span><span class="o">.</span><span class="n">TextIOBase</span><span class="p">):</span> <span class="gp">... </span> <span class="k">def</span><span class="w"> </span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> <span class="gp">... </span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="p">[]</span> <span class="gp">... </span> <span class="k">def</span><span class="w"> </span><span class="nf">write</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">stuff</span><span class="p">):</span> <span class="gp">... </span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">stuff</span><span class="p">)</span> <span class="gp">...</span> <span class="gp">>>> </span><span class="kn">import</span><span class="w"> </span><span class="nn">sys</span> <span class="gp">>>> </span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span> <span class="o">=</span> <span class="n">StdoutCatcher</span><span class="p">()</span> <span class="gp">>>> </span><span class="nb">print</span><span class="p">(</span><span class="s1">'foo'</span><span class="p">)</span> <span class="gp">>>> </span><span class="nb">print</span><span class="p">(</span><span class="s1">'hello world!'</span><span class="p">)</span> <span class="gp">>>> </span><span class="n">sys</span><span class="o">.</span><span class="n">stderr</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s1">''</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">data</span><span class="p">))</span> <span class="go">foo</span> <span class="go">hello world!</span> </pre></div> </div> </section> <section id="how-do-i-access-a-module-written-in-python-from-c"> <h2><a class="toc-backref" href="#id12" role="doc-backlink">How do I access a module written in Python from C?</a><a class="headerlink" href="#how-do-i-access-a-module-written-in-python-from-c" title="Link to this heading">¶</a></h2> <p>You can get a pointer to the module object as follows:</p> <div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="n">module</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">PyImport_ImportModule</span><span class="p">(</span><span class="s">"<modulename>"</span><span class="p">);</span> </pre></div> </div> <p>If the module hasn’t been imported yet (i.e. it is not yet present in <a class="reference internal" href="../library/sys.html#sys.modules" title="sys.modules"><code class="xref py py-data docutils literal notranslate"><span class="pre">sys.modules</span></code></a>), this initializes the module; otherwise it simply returns the value of <code class="docutils literal notranslate"><span class="pre">sys.modules["<modulename>"]</span></code>. Note that it doesn’t enter the module into any namespace – it only ensures it has been initialized and is stored in <a class="reference internal" href="../library/sys.html#sys.modules" title="sys.modules"><code class="xref py py-data docutils literal notranslate"><span class="pre">sys.modules</span></code></a>.</p> <p>You can then access the module’s attributes (i.e. any name defined in the module) as follows:</p> <div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="n">attr</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">PyObject_GetAttrString</span><span class="p">(</span><span class="n">module</span><span class="p">,</span><span class="w"> </span><span class="s">"<attrname>"</span><span class="p">);</span> </pre></div> </div> <p>Calling <a class="reference internal" href="../c-api/object.html#c.PyObject_SetAttrString" title="PyObject_SetAttrString"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyObject_SetAttrString()</span></code></a> to assign to variables in the module also works.</p> </section> <section id="how-do-i-interface-to-c-objects-from-python"> <h2><a class="toc-backref" href="#id13" role="doc-backlink">How do I interface to C++ objects from Python?</a><a class="headerlink" href="#how-do-i-interface-to-c-objects-from-python" title="Link to this heading">¶</a></h2> <p>Depending on your requirements, there are many approaches. To do this manually, begin by reading <a class="reference internal" href="../extending/index.html#extending-index"><span class="std std-ref">the “Extending and Embedding” document</span></a>. Realize that for the Python run-time system, there isn’t a whole lot of difference between C and C++ – so the strategy of building a new Python type around a C structure (pointer) type will also work for C++ objects.</p> <p>For C++ libraries, see <a class="reference internal" href="#c-wrapper-software"><span class="std std-ref">Writing C is hard; are there any alternatives?</span></a>.</p> </section> <section id="i-added-a-module-using-the-setup-file-and-the-make-fails-why"> <h2><a class="toc-backref" href="#id14" role="doc-backlink">I added a module using the Setup file and the make fails; why?</a><a class="headerlink" href="#i-added-a-module-using-the-setup-file-and-the-make-fails-why" title="Link to this heading">¶</a></h2> <p>Setup must end in a newline, if there is no newline there, the build process fails. (Fixing this requires some ugly shell script hackery, and this bug is so minor that it doesn’t seem worth the effort.)</p> </section> <section id="how-do-i-debug-an-extension"> <h2><a class="toc-backref" href="#id15" role="doc-backlink">How do I debug an extension?</a><a class="headerlink" href="#how-do-i-debug-an-extension" title="Link to this heading">¶</a></h2> <p>When using GDB with dynamically loaded extensions, you can’t set a breakpoint in your extension until your extension is loaded.</p> <p>In your <code class="docutils literal notranslate"><span class="pre">.gdbinit</span></code> file (or interactively), add the command:</p> <div class="highlight-none notranslate"><div class="highlight"><pre><span></span>br _PyImport_LoadDynamicModule </pre></div> </div> <p>Then, when you run GDB:</p> <div class="highlight-shell-session notranslate"><div class="highlight"><pre><span></span><span class="gp">$ </span>gdb<span class="w"> </span>/local/bin/python <span class="go">gdb) run myscript.py</span> <span class="go">gdb) continue # repeat until your extension is loaded</span> <span class="go">gdb) finish # so that your extension is loaded</span> <span class="go">gdb) br myfunction.c:50</span> <span class="go">gdb) continue</span> </pre></div> </div> </section> <section id="i-want-to-compile-a-python-module-on-my-linux-system-but-some-files-are-missing-why"> <h2><a class="toc-backref" href="#id16" role="doc-backlink">I want to compile a Python module on my Linux system, but some files are missing. Why?</a><a class="headerlink" href="#i-want-to-compile-a-python-module-on-my-linux-system-but-some-files-are-missing-why" title="Link to this heading">¶</a></h2> <p>Most packaged versions of Python omit some files required for compiling Python extensions.</p> <p>For Red Hat, install the python3-devel RPM to get the necessary files.</p> <p>For Debian, run <code class="docutils literal notranslate"><span class="pre">apt-get</span> <span class="pre">install</span> <span class="pre">python3-dev</span></code>.</p> </section> <section id="how-do-i-tell-incomplete-input-from-invalid-input"> <h2><a class="toc-backref" href="#id17" role="doc-backlink">How do I tell “incomplete input” from “invalid input”?</a><a class="headerlink" href="#how-do-i-tell-incomplete-input-from-invalid-input" title="Link to this heading">¶</a></h2> <p>Sometimes you want to emulate the Python interactive interpreter’s behavior, where it gives you a continuation prompt when the input is incomplete (e.g. you typed the start of an “if” statement or you didn’t close your parentheses or triple string quotes), but it gives you a syntax error message immediately when the input is invalid.</p> <p>In Python you can use the <a class="reference internal" href="../library/codeop.html#module-codeop" title="codeop: Compile (possibly incomplete) Python code."><code class="xref py py-mod docutils literal notranslate"><span class="pre">codeop</span></code></a> module, which approximates the parser’s behavior sufficiently. IDLE uses this, for example.</p> <p>The easiest way to do it in C is to call <a class="reference internal" href="../c-api/veryhigh.html#c.PyRun_InteractiveLoop" title="PyRun_InteractiveLoop"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyRun_InteractiveLoop()</span></code></a> (perhaps in a separate thread) and let the Python interpreter handle the input for you. You can also set the <a class="reference internal" href="../c-api/veryhigh.html#c.PyOS_ReadlineFunctionPointer" title="PyOS_ReadlineFunctionPointer"><code class="xref c c-func docutils literal notranslate"><span class="pre">PyOS_ReadlineFunctionPointer()</span></code></a> to point at your custom input function. See <code class="docutils literal notranslate"><span class="pre">Modules/readline.c</span></code> and <code class="docutils literal notranslate"><span class="pre">Parser/myreadline.c</span></code> for more hints.</p> </section> <section id="how-do-i-find-undefined-g-symbols-builtin-new-or-pure-virtual"> <h2><a class="toc-backref" href="#id18" role="doc-backlink">How do I find undefined g++ symbols __builtin_new or __pure_virtual?</a><a class="headerlink" href="#how-do-i-find-undefined-g-symbols-builtin-new-or-pure-virtual" title="Link to this heading">¶</a></h2> <p>To dynamically load g++ extension modules, you must recompile Python, relink it using g++ (change LINKCC in the Python Modules Makefile), and link your extension module using g++ (e.g., <code class="docutils literal notranslate"><span class="pre">g++</span> <span class="pre">-shared</span> <span class="pre">-o</span> <span class="pre">mymodule.so</span> <span class="pre">mymodule.o</span></code>).</p> </section> <section id="can-i-create-an-object-class-with-some-methods-implemented-in-c-and-others-in-python-e-g-through-inheritance"> <h2><a class="toc-backref" href="#id19" role="doc-backlink">Can I create an object class with some methods implemented in C and others in Python (e.g. through inheritance)?</a><a class="headerlink" href="#can-i-create-an-object-class-with-some-methods-implemented-in-c-and-others-in-python-e-g-through-inheritance" title="Link to this heading">¶</a></h2> <p>Yes, you can inherit from built-in classes such as <a class="reference internal" href="../library/functions.html#int" title="int"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></a>, <a class="reference internal" href="../library/stdtypes.html#list" title="list"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code></a>, <a class="reference internal" href="../library/stdtypes.html#dict" title="dict"><code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code></a>, etc.</p> <p>The Boost Python Library (BPL, <a class="reference external" href="https://www.boost.org/libs/python/doc/index.html">https://www.boost.org/libs/python/doc/index.html</a>) provides a way of doing this from C++ (i.e. you can inherit from an extension class written in C++ using the BPL).</p> </section> </section> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="Main"> <div class="sphinxsidebarwrapper"> <div> <h3><a href="../contents.html">Table of Contents</a></h3> <ul> <li><a class="reference internal" href="#">Extending/Embedding FAQ</a><ul> <li><a class="reference internal" href="#can-i-create-my-own-functions-in-c">Can I create my own functions in C?</a></li> <li><a class="reference internal" href="#id1">Can I create my own functions in C++?</a></li> <li><a class="reference internal" href="#writing-c-is-hard-are-there-any-alternatives">Writing C is hard; are there any alternatives?</a></li> <li><a class="reference internal" href="#how-can-i-execute-arbitrary-python-statements-from-c">How can I execute arbitrary Python statements from C?</a></li> <li><a class="reference internal" href="#how-can-i-evaluate-an-arbitrary-python-expression-from-c">How can I evaluate an arbitrary Python expression from C?</a></li> <li><a class="reference internal" href="#how-do-i-extract-c-values-from-a-python-object">How do I extract C values from a Python object?</a></li> <li><a class="reference internal" href="#how-do-i-use-py-buildvalue-to-create-a-tuple-of-arbitrary-length">How do I use Py_BuildValue() to create a tuple of arbitrary length?</a></li> <li><a class="reference internal" href="#how-do-i-call-an-object-s-method-from-c">How do I call an object’s method from C?</a></li> <li><a class="reference internal" href="#how-do-i-catch-the-output-from-pyerr-print-or-anything-that-prints-to-stdout-stderr">How do I catch the output from PyErr_Print() (or anything that prints to stdout/stderr)?</a></li> <li><a class="reference internal" href="#how-do-i-access-a-module-written-in-python-from-c">How do I access a module written in Python from C?</a></li> <li><a class="reference internal" href="#how-do-i-interface-to-c-objects-from-python">How do I interface to C++ objects from Python?</a></li> <li><a class="reference internal" href="#i-added-a-module-using-the-setup-file-and-the-make-fails-why">I added a module using the Setup file and the make fails; why?</a></li> <li><a class="reference internal" href="#how-do-i-debug-an-extension">How do I debug an extension?</a></li> <li><a class="reference internal" href="#i-want-to-compile-a-python-module-on-my-linux-system-but-some-files-are-missing-why">I want to compile a Python module on my Linux system, but some files are missing. Why?</a></li> <li><a class="reference internal" href="#how-do-i-tell-incomplete-input-from-invalid-input">How do I tell “incomplete input” from “invalid input”?</a></li> <li><a class="reference internal" href="#how-do-i-find-undefined-g-symbols-builtin-new-or-pure-virtual">How do I find undefined g++ symbols __builtin_new or __pure_virtual?</a></li> <li><a class="reference internal" href="#can-i-create-an-object-class-with-some-methods-implemented-in-c-and-others-in-python-e-g-through-inheritance">Can I create an object class with some methods implemented in C and others in Python (e.g. through inheritance)?</a></li> </ul> </li> </ul> </div> <div> <h4>Previous topic</h4> <p class="topless"><a href="library.html" title="previous chapter">Library and Extension FAQ</a></p> </div> <div> <h4>Next topic</h4> <p class="topless"><a href="windows.html" title="next chapter">Python on Windows FAQ</a></p> </div> <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/main/Doc/faq/extending.rst" rel="nofollow">Show Source </a> </li> </ul> </div> </div> <div id="sidebarbutton" title="Collapse sidebar"> <span>«</span> </div> </div> <div class="clearer"></div> </div> <div class="related" role="navigation" aria-label="Related"> <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="windows.html" title="Python on Windows FAQ" >next</a> |</li> <li class="right" > <a href="library.html" title="Library and Extension FAQ" >previous</a> |</li> <li><img src="../_static/py.svg" alt="Python logo" style="vertical-align: middle; margin-top: -1px"/></li> <li><a href="https://www.python.org/">Python</a> »</li> <li class="switchers"> <div class="language_switcher_placeholder"></div> <div class="version_switcher_placeholder"></div> </li> <li> </li> <li id="cpython-language-and-version"> <a href="../index.html">3.13.3 Documentation</a> » </li> <li class="nav-item nav-item-1"><a href="index.html" >Python Frequently Asked Questions</a> »</li> <li class="nav-item nav-item-this"><a href="">Extending/Embedding FAQ</a></li> <li class="right"> <div class="inline-search" role="search"> <form class="inline-search" action="../search.html" method="get"> <input placeholder="Quick search" aria-label="Quick search" type="search" name="q" id="search-box" /> <input type="submit" value="Go" /> </form> </div> | </li> <li class="right"> <label class="theme-selector-label"> Theme <select class="theme-selector" oninput="activateTheme(this.value)"> <option value="auto" selected>Auto</option> <option value="light">Light</option> <option value="dark">Dark</option> </select> </label> |</li> </ul> </div> <div class="footer"> © <a href="../copyright.html"> Copyright </a> 2001-2025, Python Software Foundation. <br /> This page is licensed under the Python Software Foundation License Version 2. <br /> Examples, recipes, and other code in the documentation are additionally licensed under the Zero Clause BSD License. <br /> See <a href="/license.html">History and License</a> for more information.<br /> <br /> The Python Software Foundation is a non-profit corporation. <a href="https://www.python.org/psf/donations/">Please donate.</a> <br /> <br /> Last updated on Apr 08, 2025 (14:33 UTC). <a href="/bugs.html">Found a bug</a>? <br /> Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 8.2.3. </div> </body> </html>