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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">3.10.12 Documentation</a> » </li> <li class="nav-item nav-item-1"><a href="index.html" >The Python Standard Library</a> »</li> <li class="nav-item nav-item-2"><a href="numeric.html" accesskey="U">Numeric and Mathematical Modules</a> »</li> <li class="nav-item nav-item-this"><a href=""><code class="xref py py-mod docutils literal notranslate"><span class="pre">cmath</span></code> — Mathematical functions for complex numbers</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="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> | </li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <section id="module-cmath"> <span id="cmath-mathematical-functions-for-complex-numbers"></span><h1><a class="reference internal" href="#module-cmath" title="cmath: Mathematical functions for complex numbers."><code class="xref py py-mod docutils literal notranslate"><span class="pre">cmath</span></code></a> — Mathematical functions for complex numbers<a class="headerlink" href="#module-cmath" title="Permalink to this headline">¶</a></h1> <hr class="docutils" /> <p>This module provides access to mathematical functions for complex numbers. The functions in this module accept integers, floating-point numbers or complex numbers as arguments. They will also accept any Python object that has either a <code class="xref py py-meth docutils literal notranslate"><span class="pre">__complex__()</span></code> or a <code class="xref py py-meth docutils literal notranslate"><span class="pre">__float__()</span></code> method: these methods are used to convert the object to a complex or floating-point number, respectively, and the function is then applied to the result of the conversion.</p> <div class="admonition note"> <p class="admonition-title">Note</p> <p>For functions involving branch cuts, we have the problem of deciding how to define those functions on the cut itself. Following Kahan’s “Branch cuts for complex elementary functions” paper, as well as Annex G of C99 and later C standards, we use the sign of zero to distinguish one side of the branch cut from the other: for a branch cut along (a portion of) the real axis we look at the sign of the imaginary part, while for a branch cut along the imaginary axis we look at the sign of the real part.</p> <p>For example, the <a class="reference internal" href="#cmath.sqrt" title="cmath.sqrt"><code class="xref py py-func docutils literal notranslate"><span class="pre">cmath.sqrt()</span></code></a> function has a branch cut along the negative real axis. An argument of <code class="docutils literal notranslate"><span class="pre">complex(-2.0,</span> <span class="pre">-0.0)</span></code> is treated as though it lies <em>below</em> the branch cut, and so gives a result on the negative imaginary axis:</p> <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">cmath</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="nb">complex</span><span class="p">(</span><span class="o">-</span><span class="mf">2.0</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.0</span><span class="p">))</span> <span class="go">-1.4142135623730951j</span> </pre></div> </div> <p>But an argument of <code class="docutils literal notranslate"><span class="pre">complex(-2.0,</span> <span class="pre">0.0)</span></code> is treated as though it lies above the branch cut:</p> <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">cmath</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="nb">complex</span><span class="p">(</span><span class="o">-</span><span class="mf">2.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">))</span> <span class="go">1.4142135623730951j</span> </pre></div> </div> </div> <section id="conversions-to-and-from-polar-coordinates"> <h2>Conversions to and from polar coordinates<a class="headerlink" href="#conversions-to-and-from-polar-coordinates" title="Permalink to this headline">¶</a></h2> <p>A Python complex number <code class="docutils literal notranslate"><span class="pre">z</span></code> is stored internally using <em>rectangular</em> or <em>Cartesian</em> coordinates. It is completely determined by its <em>real part</em> <code class="docutils literal notranslate"><span class="pre">z.real</span></code> and its <em>imaginary part</em> <code class="docutils literal notranslate"><span class="pre">z.imag</span></code>. In other words:</p> <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">z</span> <span class="o">==</span> <span class="n">z</span><span class="o">.</span><span class="n">real</span> <span class="o">+</span> <span class="n">z</span><span class="o">.</span><span class="n">imag</span><span class="o">*</span><span class="mi">1</span><span class="n">j</span> </pre></div> </div> <p><em>Polar coordinates</em> give an alternative way to represent a complex number. In polar coordinates, a complex number <em>z</em> is defined by the modulus <em>r</em> and the phase angle <em>phi</em>. The modulus <em>r</em> is the distance from <em>z</em> to the origin, while the phase <em>phi</em> is the counterclockwise angle, measured in radians, from the positive x-axis to the line segment that joins the origin to <em>z</em>.</p> <p>The following functions can be used to convert from the native rectangular coordinates to polar coordinates and back.</p> <dl class="py function"> <dt class="sig sig-object py" id="cmath.phase"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">phase</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.phase" title="Permalink to this definition">¶</a></dt> <dd><p>Return the phase of <em>x</em> (also known as the <em>argument</em> of <em>x</em>), as a float. <code class="docutils literal notranslate"><span class="pre">phase(x)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">math.atan2(x.imag,</span> <span class="pre">x.real)</span></code>. The result lies in the range [-<em>π</em>, <em>π</em>], and the branch cut for this operation lies along the negative real axis. The sign of the result is the same as the sign of <code class="docutils literal notranslate"><span class="pre">x.imag</span></code>, even when <code class="docutils literal notranslate"><span class="pre">x.imag</span></code> is zero:</p> <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">phase</span><span class="p">(</span><span class="nb">complex</span><span class="p">(</span><span class="o">-</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">0.0</span><span class="p">))</span> <span class="go">3.141592653589793</span> <span class="gp">>>> </span><span class="n">phase</span><span class="p">(</span><span class="nb">complex</span><span class="p">(</span><span class="o">-</span><span class="mf">1.0</span><span class="p">,</span> <span class="o">-</span><span class="mf">0.0</span><span class="p">))</span> <span class="go">-3.141592653589793</span> </pre></div> </div> </dd></dl> <div class="admonition note"> <p class="admonition-title">Note</p> <p>The modulus (absolute value) of a complex number <em>x</em> can be computed using the built-in <a class="reference internal" href="functions.html#abs" title="abs"><code class="xref py py-func docutils literal notranslate"><span class="pre">abs()</span></code></a> function. There is no separate <a class="reference internal" href="#module-cmath" title="cmath: Mathematical functions for complex numbers."><code class="xref py py-mod docutils literal notranslate"><span class="pre">cmath</span></code></a> module function for this operation.</p> </div> <dl class="py function"> <dt class="sig sig-object py" id="cmath.polar"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">polar</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.polar" title="Permalink to this definition">¶</a></dt> <dd><p>Return the representation of <em>x</em> in polar coordinates. Returns a pair <code class="docutils literal notranslate"><span class="pre">(r,</span> <span class="pre">phi)</span></code> where <em>r</em> is the modulus of <em>x</em> and phi is the phase of <em>x</em>. <code class="docutils literal notranslate"><span class="pre">polar(x)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">(abs(x),</span> <span class="pre">phase(x))</span></code>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.rect"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">rect</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">r</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">phi</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.rect" title="Permalink to this definition">¶</a></dt> <dd><p>Return the complex number <em>x</em> with polar coordinates <em>r</em> and <em>phi</em>. Equivalent to <code class="docutils literal notranslate"><span class="pre">r</span> <span class="pre">*</span> <span class="pre">(math.cos(phi)</span> <span class="pre">+</span> <span class="pre">math.sin(phi)*1j)</span></code>.</p> </dd></dl> </section> <section id="power-and-logarithmic-functions"> <h2>Power and logarithmic functions<a class="headerlink" href="#power-and-logarithmic-functions" title="Permalink to this headline">¶</a></h2> <dl class="py function"> <dt class="sig sig-object py" id="cmath.exp"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">exp</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.exp" title="Permalink to this definition">¶</a></dt> <dd><p>Return <em>e</em> raised to the power <em>x</em>, where <em>e</em> is the base of natural logarithms.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.log"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">log</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="optional">[</span>, <em class="sig-param"><span class="n"><span class="pre">base</span></span></em><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#cmath.log" title="Permalink to this definition">¶</a></dt> <dd><p>Returns the logarithm of <em>x</em> to the given <em>base</em>. If the <em>base</em> is not specified, returns the natural logarithm of <em>x</em>. There is one branch cut, from 0 along the negative real axis to -∞.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.log10"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">log10</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.log10" title="Permalink to this definition">¶</a></dt> <dd><p>Return the base-10 logarithm of <em>x</em>. This has the same branch cut as <a class="reference internal" href="#cmath.log" title="cmath.log"><code class="xref py py-func docutils literal notranslate"><span class="pre">log()</span></code></a>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.sqrt"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">sqrt</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.sqrt" title="Permalink to this definition">¶</a></dt> <dd><p>Return the square root of <em>x</em>. This has the same branch cut as <a class="reference internal" href="#cmath.log" title="cmath.log"><code class="xref py py-func docutils literal notranslate"><span class="pre">log()</span></code></a>.</p> </dd></dl> </section> <section id="trigonometric-functions"> <h2>Trigonometric functions<a class="headerlink" href="#trigonometric-functions" title="Permalink to this headline">¶</a></h2> <dl class="py function"> <dt class="sig sig-object py" id="cmath.acos"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">acos</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.acos" title="Permalink to this definition">¶</a></dt> <dd><p>Return the arc cosine of <em>x</em>. There are two branch cuts: One extends right from 1 along the real axis to ∞. The other extends left from -1 along the real axis to -∞.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.asin"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">asin</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.asin" title="Permalink to this definition">¶</a></dt> <dd><p>Return the arc sine of <em>x</em>. This has the same branch cuts as <a class="reference internal" href="#cmath.acos" title="cmath.acos"><code class="xref py py-func docutils literal notranslate"><span class="pre">acos()</span></code></a>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.atan"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">atan</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.atan" title="Permalink to this definition">¶</a></dt> <dd><p>Return the arc tangent of <em>x</em>. There are two branch cuts: One extends from <code class="docutils literal notranslate"><span class="pre">1j</span></code> along the imaginary axis to <code class="docutils literal notranslate"><span class="pre">∞j</span></code>. The other extends from <code class="docutils literal notranslate"><span class="pre">-1j</span></code> along the imaginary axis to <code class="docutils literal notranslate"><span class="pre">-∞j</span></code>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.cos"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">cos</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.cos" title="Permalink to this definition">¶</a></dt> <dd><p>Return the cosine of <em>x</em>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.sin"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">sin</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.sin" title="Permalink to this definition">¶</a></dt> <dd><p>Return the sine of <em>x</em>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.tan"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">tan</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.tan" title="Permalink to this definition">¶</a></dt> <dd><p>Return the tangent of <em>x</em>.</p> </dd></dl> </section> <section id="hyperbolic-functions"> <h2>Hyperbolic functions<a class="headerlink" href="#hyperbolic-functions" title="Permalink to this headline">¶</a></h2> <dl class="py function"> <dt class="sig sig-object py" id="cmath.acosh"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">acosh</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.acosh" title="Permalink to this definition">¶</a></dt> <dd><p>Return the inverse hyperbolic cosine of <em>x</em>. There is one branch cut, extending left from 1 along the real axis to -∞.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.asinh"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">asinh</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.asinh" title="Permalink to this definition">¶</a></dt> <dd><p>Return the inverse hyperbolic sine of <em>x</em>. There are two branch cuts: One extends from <code class="docutils literal notranslate"><span class="pre">1j</span></code> along the imaginary axis to <code class="docutils literal notranslate"><span class="pre">∞j</span></code>. The other extends from <code class="docutils literal notranslate"><span class="pre">-1j</span></code> along the imaginary axis to <code class="docutils literal notranslate"><span class="pre">-∞j</span></code>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.atanh"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">atanh</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.atanh" title="Permalink to this definition">¶</a></dt> <dd><p>Return the inverse hyperbolic tangent of <em>x</em>. There are two branch cuts: One extends from <code class="docutils literal notranslate"><span class="pre">1</span></code> along the real axis to <code class="docutils literal notranslate"><span class="pre">∞</span></code>. The other extends from <code class="docutils literal notranslate"><span class="pre">-1</span></code> along the real axis to <code class="docutils literal notranslate"><span class="pre">-∞</span></code>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.cosh"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">cosh</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.cosh" title="Permalink to this definition">¶</a></dt> <dd><p>Return the hyperbolic cosine of <em>x</em>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.sinh"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">sinh</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.sinh" title="Permalink to this definition">¶</a></dt> <dd><p>Return the hyperbolic sine of <em>x</em>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.tanh"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">tanh</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.tanh" title="Permalink to this definition">¶</a></dt> <dd><p>Return the hyperbolic tangent of <em>x</em>.</p> </dd></dl> </section> <section id="classification-functions"> <h2>Classification functions<a class="headerlink" href="#classification-functions" title="Permalink to this headline">¶</a></h2> <dl class="py function"> <dt class="sig sig-object py" id="cmath.isfinite"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">isfinite</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.isfinite" title="Permalink to this definition">¶</a></dt> <dd><p>Return <code class="docutils literal notranslate"><span class="pre">True</span></code> if both the real and imaginary parts of <em>x</em> are finite, and <code class="docutils literal notranslate"><span class="pre">False</span></code> otherwise.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.2.</span></p> </div> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.isinf"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">isinf</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.isinf" title="Permalink to this definition">¶</a></dt> <dd><p>Return <code class="docutils literal notranslate"><span class="pre">True</span></code> if either the real or the imaginary part of <em>x</em> is an infinity, and <code class="docutils literal notranslate"><span class="pre">False</span></code> otherwise.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.isnan"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">isnan</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.isnan" title="Permalink to this definition">¶</a></dt> <dd><p>Return <code class="docutils literal notranslate"><span class="pre">True</span></code> if either the real or the imaginary part of <em>x</em> is a NaN, and <code class="docutils literal notranslate"><span class="pre">False</span></code> otherwise.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="cmath.isclose"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">isclose</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">a</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">b</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rel_tol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1e-09</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">abs_tol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#cmath.isclose" title="Permalink to this definition">¶</a></dt> <dd><p>Return <code class="docutils literal notranslate"><span class="pre">True</span></code> if the values <em>a</em> and <em>b</em> are close to each other and <code class="docutils literal notranslate"><span class="pre">False</span></code> otherwise.</p> <p>Whether or not two values are considered close is determined according to given absolute and relative tolerances.</p> <p><em>rel_tol</em> is the relative tolerance – it is the maximum allowed difference between <em>a</em> and <em>b</em>, relative to the larger absolute value of <em>a</em> or <em>b</em>. For example, to set a tolerance of 5%, pass <code class="docutils literal notranslate"><span class="pre">rel_tol=0.05</span></code>. The default tolerance is <code class="docutils literal notranslate"><span class="pre">1e-09</span></code>, which assures that the two values are the same within about 9 decimal digits. <em>rel_tol</em> must be greater than zero.</p> <p><em>abs_tol</em> is the minimum absolute tolerance – useful for comparisons near zero. <em>abs_tol</em> must be at least zero.</p> <p>If no errors occur, the result will be: <code class="docutils literal notranslate"><span class="pre">abs(a-b)</span> <span class="pre"><=</span> <span class="pre">max(rel_tol</span> <span class="pre">*</span> <span class="pre">max(abs(a),</span> <span class="pre">abs(b)),</span> <span class="pre">abs_tol)</span></code>.</p> <p>The IEEE 754 special values of <code class="docutils literal notranslate"><span class="pre">NaN</span></code>, <code class="docutils literal notranslate"><span class="pre">inf</span></code>, and <code class="docutils literal notranslate"><span class="pre">-inf</span></code> will be handled according to IEEE rules. Specifically, <code class="docutils literal notranslate"><span class="pre">NaN</span></code> is not considered close to any other value, including <code class="docutils literal notranslate"><span class="pre">NaN</span></code>. <code class="docutils literal notranslate"><span class="pre">inf</span></code> and <code class="docutils literal notranslate"><span class="pre">-inf</span></code> are only considered close to themselves.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.5.</span></p> </div> <div class="admonition seealso"> <p class="admonition-title">See also</p> <p><span class="target" id="index-0"></span><a class="pep reference external" href="https://www.python.org/dev/peps/pep-0485"><strong>PEP 485</strong></a> – A function for testing approximate equality</p> </div> </dd></dl> </section> <section id="constants"> <h2>Constants<a class="headerlink" href="#constants" title="Permalink to this headline">¶</a></h2> <dl class="py data"> <dt class="sig sig-object py" id="cmath.pi"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">pi</span></span><a class="headerlink" href="#cmath.pi" title="Permalink to this definition">¶</a></dt> <dd><p>The mathematical constant <em>π</em>, as a float.</p> </dd></dl> <dl class="py data"> <dt class="sig sig-object py" id="cmath.e"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">e</span></span><a class="headerlink" href="#cmath.e" title="Permalink to this definition">¶</a></dt> <dd><p>The mathematical constant <em>e</em>, as a float.</p> </dd></dl> <dl class="py data"> <dt class="sig sig-object py" id="cmath.tau"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">tau</span></span><a class="headerlink" href="#cmath.tau" title="Permalink to this definition">¶</a></dt> <dd><p>The mathematical constant <em>τ</em>, as a float.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.6.</span></p> </div> </dd></dl> <dl class="py data"> <dt class="sig sig-object py" id="cmath.inf"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">inf</span></span><a class="headerlink" href="#cmath.inf" title="Permalink to this definition">¶</a></dt> <dd><p>Floating-point positive infinity. Equivalent to <code class="docutils literal notranslate"><span class="pre">float('inf')</span></code>.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.6.</span></p> </div> </dd></dl> <dl class="py data"> <dt class="sig sig-object py" id="cmath.infj"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">infj</span></span><a class="headerlink" href="#cmath.infj" title="Permalink to this definition">¶</a></dt> <dd><p>Complex number with zero real part and positive infinity imaginary part. Equivalent to <code class="docutils literal notranslate"><span class="pre">complex(0.0,</span> <span class="pre">float('inf'))</span></code>.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.6.</span></p> </div> </dd></dl> <dl class="py data"> <dt class="sig sig-object py" id="cmath.nan"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">nan</span></span><a class="headerlink" href="#cmath.nan" title="Permalink to this definition">¶</a></dt> <dd><p>A floating-point “not a number” (NaN) value. Equivalent to <code class="docutils literal notranslate"><span class="pre">float('nan')</span></code>.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.6.</span></p> </div> </dd></dl> <dl class="py data"> <dt class="sig sig-object py" id="cmath.nanj"> <span class="sig-prename descclassname"><span class="pre">cmath.</span></span><span class="sig-name descname"><span class="pre">nanj</span></span><a class="headerlink" href="#cmath.nanj" title="Permalink to this definition">¶</a></dt> <dd><p>Complex number with zero real part and NaN imaginary part. Equivalent to <code class="docutils literal notranslate"><span class="pre">complex(0.0,</span> <span class="pre">float('nan'))</span></code>.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 3.6.</span></p> </div> </dd></dl> <p id="index-1">Note that the selection of functions is similar, but not identical, to that in module <a class="reference internal" href="math.html#module-math" title="math: Mathematical functions (sin() etc.)."><code class="xref py py-mod docutils literal notranslate"><span class="pre">math</span></code></a>. The reason for having two modules is that some users aren’t interested in complex numbers, and perhaps don’t even know what they are. They would rather have <code class="docutils literal notranslate"><span class="pre">math.sqrt(-1)</span></code> raise an exception than return a complex number. Also note that the functions defined in <a class="reference internal" href="#module-cmath" title="cmath: Mathematical functions for complex numbers."><code class="xref py py-mod docutils literal notranslate"><span class="pre">cmath</span></code></a> always return a complex number, even if the answer can be expressed as a real number (in which case the complex number has an imaginary part of zero).</p> <p>A note on branch cuts: They are curves along which the given function fails to be continuous. They are a necessary feature of many complex functions. It is assumed that if you need to compute with complex functions, you will understand about branch cuts. Consult almost any (not too elementary) book on complex variables for enlightenment. For information of the proper choice of branch cuts for numerical purposes, a good reference should be the following:</p> <div class="admonition seealso"> <p class="admonition-title">See also</p> <p>Kahan, W: Branch cuts for complex elementary functions; or, Much ado about nothing’s sign bit. In Iserles, A., and Powell, M. (eds.), The state of the art in numerical analysis. Clarendon Press (1987) pp165–211.</p> </div> </section> </section> <div class="clearer"></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="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">cmath</span></code> — Mathematical functions for complex numbers</a><ul> <li><a class="reference internal" href="#conversions-to-and-from-polar-coordinates">Conversions to and from polar coordinates</a></li> <li><a class="reference internal" href="#power-and-logarithmic-functions">Power and logarithmic functions</a></li> <li><a class="reference internal" href="#trigonometric-functions">Trigonometric functions</a></li> <li><a class="reference internal" href="#hyperbolic-functions">Hyperbolic functions</a></li> <li><a class="reference internal" href="#classification-functions">Classification functions</a></li> <li><a class="reference internal" href="#constants">Constants</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="math.html" title="previous chapter"><code class="xref py py-mod docutils literal notranslate"><span class="pre">math</span></code> — Mathematical functions</a></p> <h4>Next topic</h4> <p class="topless"><a href="decimal.html" title="next chapter"><code class="xref py py-mod docutils literal notranslate"><span class="pre">decimal</span></code> — Decimal fixed point and floating point arithmetic</a></p> <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/3.10/Doc/library/cmath.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="decimal.html" title="decimal — Decimal fixed point and floating point arithmetic" >next</a> |</li> <li class="right" > <a href="math.html" title="math — Mathematical functions" >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">3.10.12 Documentation</a> » </li> <li class="nav-item nav-item-1"><a href="index.html" >The Python Standard Library</a> »</li> <li class="nav-item nav-item-2"><a href="numeric.html" >Numeric and Mathematical Modules</a> »</li> <li class="nav-item nav-item-this"><a href=""><code class="xref py py-mod docutils literal notranslate"><span class="pre">cmath</span></code> — Mathematical functions for complex numbers</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="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> | </li> </ul> </div> <div class="footer"> © <a href="../copyright.html">Copyright</a> 2001-2026, 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 January 26, 2026. <a href="/bugs.html">Found a bug</a>? <br /> Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.3.2. </div> </body> </html>
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