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<div class="section" id="module-operator">
<span id="operator-standard-operators-as-functions"></span><h1>10.3. <a class="reference internal" href="#module-operator" title="operator: Functions corresponding to the standard operators."><code class="xref py py-mod docutils literal notranslate"><span class="pre">operator</span></code></a> — Standard operators as functions<a class="headerlink" href="#module-operator" title="Permalink to this headline">¶</a></h1>
<p><strong>Source code:</strong> <a class="reference external" href="https://github.com/python/cpython/tree/3.6/Lib/operator.py">Lib/operator.py</a></p>
<hr class="docutils" />
<p>The <a class="reference internal" href="#module-operator" title="operator: Functions corresponding to the standard operators."><code class="xref py py-mod docutils literal notranslate"><span class="pre">operator</span></code></a> module exports a set of efficient functions corresponding to
the intrinsic operators of Python. For example, <code class="docutils literal notranslate"><span class="pre">operator.add(x,</span> <span class="pre">y)</span></code> is
equivalent to the expression <code class="docutils literal notranslate"><span class="pre">x+y</span></code>. Many function names are those used for
special methods, without the double underscores. For backward compatibility,
many of these have a variant with the double underscores kept. The variants
without the double underscores are preferred for clarity.</p>
<p>The functions fall into categories that perform object comparisons, logical
operations, mathematical operations and sequence operations.</p>
<p>The object comparison functions are useful for all objects, and are named after
the rich comparison operators they support:</p>
<dl class="function">
<dt id="operator.lt">
<code class="descclassname">operator.</code><code class="descname">lt</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.lt" title="Permalink to this definition">¶</a></dt>
<dt id="operator.le">
<code class="descclassname">operator.</code><code class="descname">le</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.le" title="Permalink to this definition">¶</a></dt>
<dt id="operator.eq">
<code class="descclassname">operator.</code><code class="descname">eq</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.eq" title="Permalink to this definition">¶</a></dt>
<dt id="operator.ne">
<code class="descclassname">operator.</code><code class="descname">ne</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.ne" title="Permalink to this definition">¶</a></dt>
<dt id="operator.ge">
<code class="descclassname">operator.</code><code class="descname">ge</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.ge" title="Permalink to this definition">¶</a></dt>
<dt id="operator.gt">
<code class="descclassname">operator.</code><code class="descname">gt</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.gt" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__lt__">
<code class="descclassname">operator.</code><code class="descname">__lt__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__lt__" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__le__">
<code class="descclassname">operator.</code><code class="descname">__le__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__le__" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__eq__">
<code class="descclassname">operator.</code><code class="descname">__eq__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__eq__" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__ne__">
<code class="descclassname">operator.</code><code class="descname">__ne__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__ne__" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__ge__">
<code class="descclassname">operator.</code><code class="descname">__ge__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__ge__" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__gt__">
<code class="descclassname">operator.</code><code class="descname">__gt__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__gt__" title="Permalink to this definition">¶</a></dt>
<dd><p>Perform “rich comparisons” between <em>a</em> and <em>b</em>. Specifically, <code class="docutils literal notranslate"><span class="pre">lt(a,</span> <span class="pre">b)</span></code> is
equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre"><</span> <span class="pre">b</span></code>, <code class="docutils literal notranslate"><span class="pre">le(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre"><=</span> <span class="pre">b</span></code>, <code class="docutils literal notranslate"><span class="pre">eq(a,</span>
<span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">==</span> <span class="pre">b</span></code>, <code class="docutils literal notranslate"><span class="pre">ne(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">!=</span> <span class="pre">b</span></code>,
<code class="docutils literal notranslate"><span class="pre">gt(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">></span> <span class="pre">b</span></code> and <code class="docutils literal notranslate"><span class="pre">ge(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span>
<span class="pre">>=</span> <span class="pre">b</span></code>. Note that these functions can return any value, which may
or may not be interpretable as a Boolean value. See
<a class="reference internal" href="../reference/expressions.html#comparisons"><span class="std std-ref">Comparisons</span></a> for more information about rich comparisons.</p>
</dd></dl>
<p>The logical operations are also generally applicable to all objects, and support
truth tests, identity tests, and boolean operations:</p>
<dl class="function">
<dt id="operator.not_">
<code class="descclassname">operator.</code><code class="descname">not_</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.not_" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__not__">
<code class="descclassname">operator.</code><code class="descname">__not__</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__not__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the outcome of <a class="reference internal" href="../reference/expressions.html#not"><code class="xref std std-keyword docutils literal notranslate"><span class="pre">not</span></code></a> <em>obj</em>. (Note that there is no
<a class="reference internal" href="#operator.__not__" title="operator.__not__"><code class="xref py py-meth docutils literal notranslate"><span class="pre">__not__()</span></code></a> method for object instances; only the interpreter core defines
this operation. The result is affected by the <a class="reference internal" href="../reference/datamodel.html#object.__bool__" title="object.__bool__"><code class="xref py py-meth docutils literal notranslate"><span class="pre">__bool__()</span></code></a> and
<a class="reference internal" href="../reference/datamodel.html#object.__len__" title="object.__len__"><code class="xref py py-meth docutils literal notranslate"><span class="pre">__len__()</span></code></a> methods.)</p>
</dd></dl>
<dl class="function">
<dt id="operator.truth">
<code class="descclassname">operator.</code><code class="descname">truth</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.truth" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <a class="reference internal" href="constants.html#True" title="True"><code class="xref py py-const docutils literal notranslate"><span class="pre">True</span></code></a> if <em>obj</em> is true, and <a class="reference internal" href="constants.html#False" title="False"><code class="xref py py-const docutils literal notranslate"><span class="pre">False</span></code></a> otherwise. This is
equivalent to using the <a class="reference internal" href="functions.html#bool" title="bool"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></a> constructor.</p>
</dd></dl>
<dl class="function">
<dt id="operator.is_">
<code class="descclassname">operator.</code><code class="descname">is_</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.is_" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">is</span> <span class="pre">b</span></code>. Tests object identity.</p>
</dd></dl>
<dl class="function">
<dt id="operator.is_not">
<code class="descclassname">operator.</code><code class="descname">is_not</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.is_not" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">is</span> <span class="pre">not</span> <span class="pre">b</span></code>. Tests object identity.</p>
</dd></dl>
<p>The mathematical and bitwise operations are the most numerous:</p>
<dl class="function">
<dt id="operator.abs">
<code class="descclassname">operator.</code><code class="descname">abs</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.abs" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__abs__">
<code class="descclassname">operator.</code><code class="descname">__abs__</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__abs__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the absolute value of <em>obj</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.add">
<code class="descclassname">operator.</code><code class="descname">add</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.add" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__add__">
<code class="descclassname">operator.</code><code class="descname">__add__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__add__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">+</span> <span class="pre">b</span></code>, for <em>a</em> and <em>b</em> numbers.</p>
</dd></dl>
<dl class="function">
<dt id="operator.and_">
<code class="descclassname">operator.</code><code class="descname">and_</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.and_" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__and__">
<code class="descclassname">operator.</code><code class="descname">__and__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__and__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the bitwise and of <em>a</em> and <em>b</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.floordiv">
<code class="descclassname">operator.</code><code class="descname">floordiv</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.floordiv" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__floordiv__">
<code class="descclassname">operator.</code><code class="descname">__floordiv__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__floordiv__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">//</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.index">
<code class="descclassname">operator.</code><code class="descname">index</code><span class="sig-paren">(</span><em>a</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.index" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__index__">
<code class="descclassname">operator.</code><code class="descname">__index__</code><span class="sig-paren">(</span><em>a</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__index__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <em>a</em> converted to an integer. Equivalent to <code class="docutils literal notranslate"><span class="pre">a.__index__()</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.inv">
<code class="descclassname">operator.</code><code class="descname">inv</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.inv" title="Permalink to this definition">¶</a></dt>
<dt id="operator.invert">
<code class="descclassname">operator.</code><code class="descname">invert</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.invert" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__inv__">
<code class="descclassname">operator.</code><code class="descname">__inv__</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__inv__" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__invert__">
<code class="descclassname">operator.</code><code class="descname">__invert__</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__invert__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the bitwise inverse of the number <em>obj</em>. This is equivalent to <code class="docutils literal notranslate"><span class="pre">~obj</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.lshift">
<code class="descclassname">operator.</code><code class="descname">lshift</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.lshift" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__lshift__">
<code class="descclassname">operator.</code><code class="descname">__lshift__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__lshift__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <em>a</em> shifted left by <em>b</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.mod">
<code class="descclassname">operator.</code><code class="descname">mod</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.mod" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__mod__">
<code class="descclassname">operator.</code><code class="descname">__mod__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__mod__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">%</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.mul">
<code class="descclassname">operator.</code><code class="descname">mul</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.mul" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__mul__">
<code class="descclassname">operator.</code><code class="descname">__mul__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__mul__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">*</span> <span class="pre">b</span></code>, for <em>a</em> and <em>b</em> numbers.</p>
</dd></dl>
<dl class="function">
<dt id="operator.matmul">
<code class="descclassname">operator.</code><code class="descname">matmul</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.matmul" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__matmul__">
<code class="descclassname">operator.</code><code class="descname">__matmul__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__matmul__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">@</span> <span class="pre">b</span></code>.</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 3.5.</span></p>
</div>
</dd></dl>
<dl class="function">
<dt id="operator.neg">
<code class="descclassname">operator.</code><code class="descname">neg</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.neg" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__neg__">
<code class="descclassname">operator.</code><code class="descname">__neg__</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__neg__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <em>obj</em> negated (<code class="docutils literal notranslate"><span class="pre">-obj</span></code>).</p>
</dd></dl>
<dl class="function">
<dt id="operator.or_">
<code class="descclassname">operator.</code><code class="descname">or_</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.or_" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__or__">
<code class="descclassname">operator.</code><code class="descname">__or__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__or__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the bitwise or of <em>a</em> and <em>b</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.pos">
<code class="descclassname">operator.</code><code class="descname">pos</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.pos" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__pos__">
<code class="descclassname">operator.</code><code class="descname">__pos__</code><span class="sig-paren">(</span><em>obj</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__pos__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <em>obj</em> positive (<code class="docutils literal notranslate"><span class="pre">+obj</span></code>).</p>
</dd></dl>
<dl class="function">
<dt id="operator.pow">
<code class="descclassname">operator.</code><code class="descname">pow</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.pow" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__pow__">
<code class="descclassname">operator.</code><code class="descname">__pow__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__pow__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">**</span> <span class="pre">b</span></code>, for <em>a</em> and <em>b</em> numbers.</p>
</dd></dl>
<dl class="function">
<dt id="operator.rshift">
<code class="descclassname">operator.</code><code class="descname">rshift</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.rshift" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__rshift__">
<code class="descclassname">operator.</code><code class="descname">__rshift__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__rshift__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <em>a</em> shifted right by <em>b</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.sub">
<code class="descclassname">operator.</code><code class="descname">sub</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.sub" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__sub__">
<code class="descclassname">operator.</code><code class="descname">__sub__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__sub__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">-</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.truediv">
<code class="descclassname">operator.</code><code class="descname">truediv</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.truediv" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__truediv__">
<code class="descclassname">operator.</code><code class="descname">__truediv__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__truediv__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">/</span> <span class="pre">b</span></code> where 2/3 is .66 rather than 0. This is also known as
“true” division.</p>
</dd></dl>
<dl class="function">
<dt id="operator.xor">
<code class="descclassname">operator.</code><code class="descname">xor</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.xor" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__xor__">
<code class="descclassname">operator.</code><code class="descname">__xor__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__xor__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the bitwise exclusive or of <em>a</em> and <em>b</em>.</p>
</dd></dl>
<p>Operations which work with sequences (some of them with mappings too) include:</p>
<dl class="function">
<dt id="operator.concat">
<code class="descclassname">operator.</code><code class="descname">concat</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.concat" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__concat__">
<code class="descclassname">operator.</code><code class="descname">__concat__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__concat__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">+</span> <span class="pre">b</span></code> for <em>a</em> and <em>b</em> sequences.</p>
</dd></dl>
<dl class="function">
<dt id="operator.contains">
<code class="descclassname">operator.</code><code class="descname">contains</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.contains" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__contains__">
<code class="descclassname">operator.</code><code class="descname">__contains__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__contains__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the outcome of the test <code class="docutils literal notranslate"><span class="pre">b</span> <span class="pre">in</span> <span class="pre">a</span></code>. Note the reversed operands.</p>
</dd></dl>
<dl class="function">
<dt id="operator.countOf">
<code class="descclassname">operator.</code><code class="descname">countOf</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.countOf" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the number of occurrences of <em>b</em> in <em>a</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.delitem">
<code class="descclassname">operator.</code><code class="descname">delitem</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.delitem" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__delitem__">
<code class="descclassname">operator.</code><code class="descname">__delitem__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__delitem__" title="Permalink to this definition">¶</a></dt>
<dd><p>Remove the value of <em>a</em> at index <em>b</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.getitem">
<code class="descclassname">operator.</code><code class="descname">getitem</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.getitem" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__getitem__">
<code class="descclassname">operator.</code><code class="descname">__getitem__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__getitem__" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the value of <em>a</em> at index <em>b</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.indexOf">
<code class="descclassname">operator.</code><code class="descname">indexOf</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.indexOf" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the index of the first of occurrence of <em>b</em> in <em>a</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.setitem">
<code class="descclassname">operator.</code><code class="descname">setitem</code><span class="sig-paren">(</span><em>a</em>, <em>b</em>, <em>c</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.setitem" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__setitem__">
<code class="descclassname">operator.</code><code class="descname">__setitem__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em>, <em>c</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__setitem__" title="Permalink to this definition">¶</a></dt>
<dd><p>Set the value of <em>a</em> at index <em>b</em> to <em>c</em>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.length_hint">
<code class="descclassname">operator.</code><code class="descname">length_hint</code><span class="sig-paren">(</span><em>obj</em>, <em>default=0</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.length_hint" title="Permalink to this definition">¶</a></dt>
<dd><p>Return an estimated length for the object <em>o</em>. First try to return its
actual length, then an estimate using <a class="reference internal" href="../reference/datamodel.html#object.__length_hint__" title="object.__length_hint__"><code class="xref py py-meth docutils literal notranslate"><span class="pre">object.__length_hint__()</span></code></a>, and
finally return the default value.</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 3.4.</span></p>
</div>
</dd></dl>
<p>The <a class="reference internal" href="#module-operator" title="operator: Functions corresponding to the standard operators."><code class="xref py py-mod docutils literal notranslate"><span class="pre">operator</span></code></a> module also defines tools for generalized attribute and item
lookups. These are useful for making fast field extractors as arguments for
<a class="reference internal" href="functions.html#map" title="map"><code class="xref py py-func docutils literal notranslate"><span class="pre">map()</span></code></a>, <a class="reference internal" href="functions.html#sorted" title="sorted"><code class="xref py py-func docutils literal notranslate"><span class="pre">sorted()</span></code></a>, <a class="reference internal" href="itertools.html#itertools.groupby" title="itertools.groupby"><code class="xref py py-meth docutils literal notranslate"><span class="pre">itertools.groupby()</span></code></a>, or other functions that
expect a function argument.</p>
<dl class="function">
<dt id="operator.attrgetter">
<code class="descclassname">operator.</code><code class="descname">attrgetter</code><span class="sig-paren">(</span><em>attr</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.attrgetter" title="Permalink to this definition">¶</a></dt>
<dt>
<code class="descclassname">operator.</code><code class="descname">attrgetter</code><span class="sig-paren">(</span><em>*attrs</em><span class="sig-paren">)</span></dt>
<dd><p>Return a callable object that fetches <em>attr</em> from its operand.
If more than one attribute is requested, returns a tuple of attributes.
The attribute names can also contain dots. For example:</p>
<ul class="simple">
<li>After <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">=</span> <span class="pre">attrgetter('name')</span></code>, the call <code class="docutils literal notranslate"><span class="pre">f(b)</span></code> returns <code class="docutils literal notranslate"><span class="pre">b.name</span></code>.</li>
<li>After <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">=</span> <span class="pre">attrgetter('name',</span> <span class="pre">'date')</span></code>, the call <code class="docutils literal notranslate"><span class="pre">f(b)</span></code> returns
<code class="docutils literal notranslate"><span class="pre">(b.name,</span> <span class="pre">b.date)</span></code>.</li>
<li>After <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">=</span> <span class="pre">attrgetter('name.first',</span> <span class="pre">'name.last')</span></code>, the call <code class="docutils literal notranslate"><span class="pre">f(b)</span></code>
returns <code class="docutils literal notranslate"><span class="pre">(b.name.first,</span> <span class="pre">b.name.last)</span></code>.</li>
</ul>
<p>Equivalent to:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">attrgetter</span><span class="p">(</span><span class="o">*</span><span class="n">items</span><span class="p">):</span>
<span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">item</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">items</span><span class="p">):</span>
<span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s1">'attribute name must be a string'</span><span class="p">)</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">items</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="n">attr</span> <span class="o">=</span> <span class="n">items</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="k">def</span> <span class="nf">g</span><span class="p">(</span><span class="n">obj</span><span class="p">):</span>
<span class="k">return</span> <span class="n">resolve_attr</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">attr</span><span class="p">)</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">def</span> <span class="nf">g</span><span class="p">(</span><span class="n">obj</span><span class="p">):</span>
<span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">resolve_attr</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">attr</span><span class="p">)</span> <span class="k">for</span> <span class="n">attr</span> <span class="ow">in</span> <span class="n">items</span><span class="p">)</span>
<span class="k">return</span> <span class="n">g</span>
<span class="k">def</span> <span class="nf">resolve_attr</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">attr</span><span class="p">):</span>
<span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">attr</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">"."</span><span class="p">):</span>
<span class="n">obj</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
<span class="k">return</span> <span class="n">obj</span>
</pre></div>
</div>
</dd></dl>
<dl class="function">
<dt id="operator.itemgetter">
<code class="descclassname">operator.</code><code class="descname">itemgetter</code><span class="sig-paren">(</span><em>item</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.itemgetter" title="Permalink to this definition">¶</a></dt>
<dt>
<code class="descclassname">operator.</code><code class="descname">itemgetter</code><span class="sig-paren">(</span><em>*items</em><span class="sig-paren">)</span></dt>
<dd><p>Return a callable object that fetches <em>item</em> from its operand using the
operand’s <a class="reference internal" href="#operator.__getitem__" title="operator.__getitem__"><code class="xref py py-meth docutils literal notranslate"><span class="pre">__getitem__()</span></code></a> method. If multiple items are specified,
returns a tuple of lookup values. For example:</p>
<ul class="simple">
<li>After <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">=</span> <span class="pre">itemgetter(2)</span></code>, the call <code class="docutils literal notranslate"><span class="pre">f(r)</span></code> returns <code class="docutils literal notranslate"><span class="pre">r[2]</span></code>.</li>
<li>After <code class="docutils literal notranslate"><span class="pre">g</span> <span class="pre">=</span> <span class="pre">itemgetter(2,</span> <span class="pre">5,</span> <span class="pre">3)</span></code>, the call <code class="docutils literal notranslate"><span class="pre">g(r)</span></code> returns
<code class="docutils literal notranslate"><span class="pre">(r[2],</span> <span class="pre">r[5],</span> <span class="pre">r[3])</span></code>.</li>
</ul>
<p>Equivalent to:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">itemgetter</span><span class="p">(</span><span class="o">*</span><span class="n">items</span><span class="p">):</span>
<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">items</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
<span class="n">item</span> <span class="o">=</span> <span class="n">items</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="k">def</span> <span class="nf">g</span><span class="p">(</span><span class="n">obj</span><span class="p">):</span>
<span class="k">return</span> <span class="n">obj</span><span class="p">[</span><span class="n">item</span><span class="p">]</span>
<span class="k">else</span><span class="p">:</span>
<span class="k">def</span> <span class="nf">g</span><span class="p">(</span><span class="n">obj</span><span class="p">):</span>
<span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">obj</span><span class="p">[</span><span class="n">item</span><span class="p">]</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">items</span><span class="p">)</span>
<span class="k">return</span> <span class="n">g</span>
</pre></div>
</div>
<p>The items can be any type accepted by the operand’s <a class="reference internal" href="#operator.__getitem__" title="operator.__getitem__"><code class="xref py py-meth docutils literal notranslate"><span class="pre">__getitem__()</span></code></a>
method. Dictionaries accept any hashable value. Lists, tuples, and
strings accept an index or a slice:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">itemgetter</span><span class="p">(</span><span class="mi">1</span><span class="p">)(</span><span class="s1">'ABCDEFG'</span><span class="p">)</span>
<span class="go">'B'</span>
<span class="gp">>>> </span><span class="n">itemgetter</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">5</span><span class="p">)(</span><span class="s1">'ABCDEFG'</span><span class="p">)</span>
<span class="go">('B', 'D', 'F')</span>
<span class="gp">>>> </span><span class="n">itemgetter</span><span class="p">(</span><span class="nb">slice</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="kc">None</span><span class="p">))(</span><span class="s1">'ABCDEFG'</span><span class="p">)</span>
<span class="go">'CDEFG'</span>
</pre></div>
</div>
<p>Example of using <a class="reference internal" href="#operator.itemgetter" title="operator.itemgetter"><code class="xref py py-func docutils literal notranslate"><span class="pre">itemgetter()</span></code></a> to retrieve specific fields from a
tuple record:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">inventory</span> <span class="o">=</span> <span class="p">[(</span><span class="s1">'apple'</span><span class="p">,</span> <span class="mi">3</span><span class="p">),</span> <span class="p">(</span><span class="s1">'banana'</span><span class="p">,</span> <span class="mi">2</span><span class="p">),</span> <span class="p">(</span><span class="s1">'pear'</span><span class="p">,</span> <span class="mi">5</span><span class="p">),</span> <span class="p">(</span><span class="s1">'orange'</span><span class="p">,</span> <span class="mi">1</span><span class="p">)]</span>
<span class="gp">>>> </span><span class="n">getcount</span> <span class="o">=</span> <span class="n">itemgetter</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
<span class="gp">>>> </span><span class="nb">list</span><span class="p">(</span><span class="nb">map</span><span class="p">(</span><span class="n">getcount</span><span class="p">,</span> <span class="n">inventory</span><span class="p">))</span>
<span class="go">[3, 2, 5, 1]</span>
<span class="gp">>>> </span><span class="nb">sorted</span><span class="p">(</span><span class="n">inventory</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="n">getcount</span><span class="p">)</span>
<span class="go">[('orange', 1), ('banana', 2), ('apple', 3), ('pear', 5)]</span>
</pre></div>
</div>
</dd></dl>
<dl class="function">
<dt id="operator.methodcaller">
<code class="descclassname">operator.</code><code class="descname">methodcaller</code><span class="sig-paren">(</span><em>name</em><span class="optional">[</span>, <em>args...</em><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#operator.methodcaller" title="Permalink to this definition">¶</a></dt>
<dd><p>Return a callable object that calls the method <em>name</em> on its operand. If
additional arguments and/or keyword arguments are given, they will be given
to the method as well. For example:</p>
<ul class="simple">
<li>After <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">=</span> <span class="pre">methodcaller('name')</span></code>, the call <code class="docutils literal notranslate"><span class="pre">f(b)</span></code> returns <code class="docutils literal notranslate"><span class="pre">b.name()</span></code>.</li>
<li>After <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">=</span> <span class="pre">methodcaller('name',</span> <span class="pre">'foo',</span> <span class="pre">bar=1)</span></code>, the call <code class="docutils literal notranslate"><span class="pre">f(b)</span></code>
returns <code class="docutils literal notranslate"><span class="pre">b.name('foo',</span> <span class="pre">bar=1)</span></code>.</li>
</ul>
<p>Equivalent to:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">methodcaller</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
<span class="k">def</span> <span class="nf">caller</span><span class="p">(</span><span class="n">obj</span><span class="p">):</span>
<span class="k">return</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">name</span><span class="p">)(</span><span class="o">*</span><span class="n">args</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
<span class="k">return</span> <span class="n">caller</span>
</pre></div>
</div>
</dd></dl>
<div class="section" id="mapping-operators-to-functions">
<span id="operator-map"></span><h2>10.3.1. Mapping Operators to Functions<a class="headerlink" href="#mapping-operators-to-functions" title="Permalink to this headline">¶</a></h2>
<p>This table shows how abstract operations correspond to operator symbols in the
Python syntax and the functions in the <a class="reference internal" href="#module-operator" title="operator: Functions corresponding to the standard operators."><code class="xref py py-mod docutils literal notranslate"><span class="pre">operator</span></code></a> module.</p>
<table border="1" class="docutils">
<colgroup>
<col width="26%" />
<col width="29%" />
<col width="45%" />
</colgroup>
<thead valign="bottom">
<tr class="row-odd"><th class="head">Operation</th>
<th class="head">Syntax</th>
<th class="head">Function</th>
</tr>
</thead>
<tbody valign="top">
<tr class="row-even"><td>Addition</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">+</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">add(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Concatenation</td>
<td><code class="docutils literal notranslate"><span class="pre">seq1</span> <span class="pre">+</span> <span class="pre">seq2</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">concat(seq1,</span> <span class="pre">seq2)</span></code></td>
</tr>
<tr class="row-even"><td>Containment Test</td>
<td><code class="docutils literal notranslate"><span class="pre">obj</span> <span class="pre">in</span> <span class="pre">seq</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">contains(seq,</span> <span class="pre">obj)</span></code></td>
</tr>
<tr class="row-odd"><td>Division</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">/</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">truediv(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Division</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">//</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">floordiv(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Bitwise And</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">&</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">and_(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Bitwise Exclusive Or</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">^</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">xor(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Bitwise Inversion</td>
<td><code class="docutils literal notranslate"><span class="pre">~</span> <span class="pre">a</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">invert(a)</span></code></td>
</tr>
<tr class="row-even"><td>Bitwise Or</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">|</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">or_(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Exponentiation</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">**</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">pow(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Identity</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">is</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">is_(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Identity</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">is</span> <span class="pre">not</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">is_not(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Indexed Assignment</td>
<td><code class="docutils literal notranslate"><span class="pre">obj[k]</span> <span class="pre">=</span> <span class="pre">v</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">setitem(obj,</span> <span class="pre">k,</span> <span class="pre">v)</span></code></td>
</tr>
<tr class="row-odd"><td>Indexed Deletion</td>
<td><code class="docutils literal notranslate"><span class="pre">del</span> <span class="pre">obj[k]</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">delitem(obj,</span> <span class="pre">k)</span></code></td>
</tr>
<tr class="row-even"><td>Indexing</td>
<td><code class="docutils literal notranslate"><span class="pre">obj[k]</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">getitem(obj,</span> <span class="pre">k)</span></code></td>
</tr>
<tr class="row-odd"><td>Left Shift</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre"><<</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">lshift(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Modulo</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">%</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">mod(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Multiplication</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">*</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">mul(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Matrix Multiplication</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">@</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">matmul(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Negation (Arithmetic)</td>
<td><code class="docutils literal notranslate"><span class="pre">-</span> <span class="pre">a</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">neg(a)</span></code></td>
</tr>
<tr class="row-even"><td>Negation (Logical)</td>
<td><code class="docutils literal notranslate"><span class="pre">not</span> <span class="pre">a</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">not_(a)</span></code></td>
</tr>
<tr class="row-odd"><td>Positive</td>
<td><code class="docutils literal notranslate"><span class="pre">+</span> <span class="pre">a</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">pos(a)</span></code></td>
</tr>
<tr class="row-even"><td>Right Shift</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">>></span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">rshift(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Slice Assignment</td>
<td><code class="docutils literal notranslate"><span class="pre">seq[i:j]</span> <span class="pre">=</span> <span class="pre">values</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">setitem(seq,</span> <span class="pre">slice(i,</span> <span class="pre">j),</span> <span class="pre">values)</span></code></td>
</tr>
<tr class="row-even"><td>Slice Deletion</td>
<td><code class="docutils literal notranslate"><span class="pre">del</span> <span class="pre">seq[i:j]</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">delitem(seq,</span> <span class="pre">slice(i,</span> <span class="pre">j))</span></code></td>
</tr>
<tr class="row-odd"><td>Slicing</td>
<td><code class="docutils literal notranslate"><span class="pre">seq[i:j]</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">getitem(seq,</span> <span class="pre">slice(i,</span> <span class="pre">j))</span></code></td>
</tr>
<tr class="row-even"><td>String Formatting</td>
<td><code class="docutils literal notranslate"><span class="pre">s</span> <span class="pre">%</span> <span class="pre">obj</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">mod(s,</span> <span class="pre">obj)</span></code></td>
</tr>
<tr class="row-odd"><td>Subtraction</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">-</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">sub(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Truth Test</td>
<td><code class="docutils literal notranslate"><span class="pre">obj</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">truth(obj)</span></code></td>
</tr>
<tr class="row-odd"><td>Ordering</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre"><</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">lt(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Ordering</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre"><=</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">le(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Equality</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">==</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">eq(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Difference</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">!=</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">ne(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-odd"><td>Ordering</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">>=</span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">ge(a,</span> <span class="pre">b)</span></code></td>
</tr>
<tr class="row-even"><td>Ordering</td>
<td><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">></span> <span class="pre">b</span></code></td>
<td><code class="docutils literal notranslate"><span class="pre">gt(a,</span> <span class="pre">b)</span></code></td>
</tr>
</tbody>
</table>
</div>
<div class="section" id="inplace-operators">
<h2>10.3.2. Inplace Operators<a class="headerlink" href="#inplace-operators" title="Permalink to this headline">¶</a></h2>
<p>Many operations have an “in-place” version. Listed below are functions
providing a more primitive access to in-place operators than the usual syntax
does; for example, the <a class="reference internal" href="../glossary.html#term-statement"><span class="xref std std-term">statement</span></a> <code class="docutils literal notranslate"><span class="pre">x</span> <span class="pre">+=</span> <span class="pre">y</span></code> is equivalent to
<code class="docutils literal notranslate"><span class="pre">x</span> <span class="pre">=</span> <span class="pre">operator.iadd(x,</span> <span class="pre">y)</span></code>. Another way to put it is to say that
<code class="docutils literal notranslate"><span class="pre">z</span> <span class="pre">=</span> <span class="pre">operator.iadd(x,</span> <span class="pre">y)</span></code> is equivalent to the compound statement
<code class="docutils literal notranslate"><span class="pre">z</span> <span class="pre">=</span> <span class="pre">x;</span> <span class="pre">z</span> <span class="pre">+=</span> <span class="pre">y</span></code>.</p>
<p>In those examples, note that when an in-place method is called, the computation
and assignment are performed in two separate steps. The in-place functions
listed below only do the first step, calling the in-place method. The second
step, assignment, is not handled.</p>
<p>For immutable targets such as strings, numbers, and tuples, the updated
value is computed, but not assigned back to the input variable:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">a</span> <span class="o">=</span> <span class="s1">'hello'</span>
<span class="gp">>>> </span><span class="n">iadd</span><span class="p">(</span><span class="n">a</span><span class="p">,</span> <span class="s1">' world'</span><span class="p">)</span>
<span class="go">'hello world'</span>
<span class="gp">>>> </span><span class="n">a</span>
<span class="go">'hello'</span>
</pre></div>
</div>
<p>For mutable targets such as lists and dictionaries, the inplace method
will perform the update, so no subsequent assignment is necessary:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">s</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'h'</span><span class="p">,</span> <span class="s1">'e'</span><span class="p">,</span> <span class="s1">'l'</span><span class="p">,</span> <span class="s1">'l'</span><span class="p">,</span> <span class="s1">'o'</span><span class="p">]</span>
<span class="gp">>>> </span><span class="n">iadd</span><span class="p">(</span><span class="n">s</span><span class="p">,</span> <span class="p">[</span><span class="s1">' '</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">,</span> <span class="s1">'o'</span><span class="p">,</span> <span class="s1">'r'</span><span class="p">,</span> <span class="s1">'l'</span><span class="p">,</span> <span class="s1">'d'</span><span class="p">])</span>
<span class="go">['h', 'e', 'l', 'l', 'o', ' ', 'w', 'o', 'r', 'l', 'd']</span>
<span class="gp">>>> </span><span class="n">s</span>
<span class="go">['h', 'e', 'l', 'l', 'o', ' ', 'w', 'o', 'r', 'l', 'd']</span>
</pre></div>
</div>
<dl class="function">
<dt id="operator.iadd">
<code class="descclassname">operator.</code><code class="descname">iadd</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.iadd" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__iadd__">
<code class="descclassname">operator.</code><code class="descname">__iadd__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__iadd__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">iadd(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">+=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.iand">
<code class="descclassname">operator.</code><code class="descname">iand</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.iand" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__iand__">
<code class="descclassname">operator.</code><code class="descname">__iand__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__iand__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">iand(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">&=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.iconcat">
<code class="descclassname">operator.</code><code class="descname">iconcat</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.iconcat" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__iconcat__">
<code class="descclassname">operator.</code><code class="descname">__iconcat__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__iconcat__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">iconcat(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">+=</span> <span class="pre">b</span></code> for <em>a</em> and <em>b</em> sequences.</p>
</dd></dl>
<dl class="function">
<dt id="operator.ifloordiv">
<code class="descclassname">operator.</code><code class="descname">ifloordiv</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.ifloordiv" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__ifloordiv__">
<code class="descclassname">operator.</code><code class="descname">__ifloordiv__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__ifloordiv__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">ifloordiv(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">//=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.ilshift">
<code class="descclassname">operator.</code><code class="descname">ilshift</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.ilshift" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__ilshift__">
<code class="descclassname">operator.</code><code class="descname">__ilshift__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__ilshift__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">ilshift(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre"><<=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.imod">
<code class="descclassname">operator.</code><code class="descname">imod</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.imod" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__imod__">
<code class="descclassname">operator.</code><code class="descname">__imod__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__imod__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">imod(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">%=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.imul">
<code class="descclassname">operator.</code><code class="descname">imul</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.imul" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__imul__">
<code class="descclassname">operator.</code><code class="descname">__imul__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__imul__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">imul(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">*=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.imatmul">
<code class="descclassname">operator.</code><code class="descname">imatmul</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.imatmul" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__imatmul__">
<code class="descclassname">operator.</code><code class="descname">__imatmul__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__imatmul__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">imatmul(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">@=</span> <span class="pre">b</span></code>.</p>
<div class="versionadded">
<p><span class="versionmodified">New in version 3.5.</span></p>
</div>
</dd></dl>
<dl class="function">
<dt id="operator.ior">
<code class="descclassname">operator.</code><code class="descname">ior</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.ior" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__ior__">
<code class="descclassname">operator.</code><code class="descname">__ior__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__ior__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">ior(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">|=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.ipow">
<code class="descclassname">operator.</code><code class="descname">ipow</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.ipow" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__ipow__">
<code class="descclassname">operator.</code><code class="descname">__ipow__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__ipow__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">ipow(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">**=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.irshift">
<code class="descclassname">operator.</code><code class="descname">irshift</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.irshift" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__irshift__">
<code class="descclassname">operator.</code><code class="descname">__irshift__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__irshift__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">irshift(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">>>=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.isub">
<code class="descclassname">operator.</code><code class="descname">isub</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.isub" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__isub__">
<code class="descclassname">operator.</code><code class="descname">__isub__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__isub__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">isub(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">-=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.itruediv">
<code class="descclassname">operator.</code><code class="descname">itruediv</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.itruediv" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__itruediv__">
<code class="descclassname">operator.</code><code class="descname">__itruediv__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__itruediv__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">itruediv(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">/=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
<dl class="function">
<dt id="operator.ixor">
<code class="descclassname">operator.</code><code class="descname">ixor</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.ixor" title="Permalink to this definition">¶</a></dt>
<dt id="operator.__ixor__">
<code class="descclassname">operator.</code><code class="descname">__ixor__</code><span class="sig-paren">(</span><em>a</em>, <em>b</em><span class="sig-paren">)</span><a class="headerlink" href="#operator.__ixor__" title="Permalink to this definition">¶</a></dt>
<dd><p><code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">=</span> <span class="pre">ixor(a,</span> <span class="pre">b)</span></code> is equivalent to <code class="docutils literal notranslate"><span class="pre">a</span> <span class="pre">^=</span> <span class="pre">b</span></code>.</p>
</dd></dl>
</div>
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<li><a class="reference internal" href="#">10.3. <code class="docutils literal notranslate"><span class="pre">operator</span></code> — Standard operators as functions</a><ul>
<li><a class="reference internal" href="#mapping-operators-to-functions">10.3.1. Mapping Operators to Functions</a></li>
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