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| <section id="pyspark-pandas-index-take"> |
| <h1>pyspark.pandas.Index.take<a class="headerlink" href="#pyspark-pandas-index-take" title="Permalink to this headline">¶</a></h1> |
| <dl class="py method"> |
| <dt id="pyspark.pandas.Index.take"> |
| <code class="sig-prename descclassname">Index.</code><code class="sig-name descname">take</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">indices</span><span class="p">:</span> <span class="n">Sequence<span class="p">[</span>int<span class="p">]</span></span></em><span class="sig-paren">)</span> → IndexOpsLike<a class="headerlink" href="#pyspark.pandas.Index.take" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Return the elements in the given <em>positional</em> indices along an axis.</p> |
| <p>This means that we are not indexing according to actual values in |
| the index attribute of the object. We are indexing according to the |
| actual position of the element in the object.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><dl class="simple"> |
| <dt><strong>indices</strong><span class="classifier">array-like</span></dt><dd><p>An array of ints indicating which positions to take.</p> |
| </dd> |
| </dl> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><dl class="simple"> |
| <dt><strong>taken</strong><span class="classifier">same type as caller</span></dt><dd><p>An array-like containing the elements taken from the object.</p> |
| </dd> |
| </dl> |
| </dd> |
| </dl> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <dl class="simple"> |
| <dt><a class="reference internal" href="pyspark.pandas.DataFrame.loc.html#pyspark.pandas.DataFrame.loc" title="pyspark.pandas.DataFrame.loc"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.loc</span></code></a></dt><dd><p>Select a subset of a DataFrame by labels.</p> |
| </dd> |
| <dt><a class="reference internal" href="pyspark.pandas.DataFrame.iloc.html#pyspark.pandas.DataFrame.iloc" title="pyspark.pandas.DataFrame.iloc"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DataFrame.iloc</span></code></a></dt><dd><p>Select a subset of a DataFrame by positions.</p> |
| </dd> |
| <dt><code class="xref py py-obj docutils literal notranslate"><span class="pre">numpy.take</span></code></dt><dd><p>Take elements from an array along an axis.</p> |
| </dd> |
| </dl> |
| </div> |
| <p class="rubric">Examples</p> |
| <p>Series</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">psser</span> <span class="o">=</span> <span class="n">ps</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="mi">100</span><span class="p">,</span> <span class="mi">200</span><span class="p">,</span> <span class="mi">300</span><span class="p">,</span> <span class="mi">400</span><span class="p">,</span> <span class="mi">500</span><span class="p">])</span> |
| <span class="gp">>>> </span><span class="n">psser</span> |
| <span class="go">0 100</span> |
| <span class="go">1 200</span> |
| <span class="go">2 300</span> |
| <span class="go">3 400</span> |
| <span class="go">4 500</span> |
| <span class="go">dtype: int64</span> |
| </pre></div> |
| </div> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">psser</span><span class="o">.</span><span class="n">take</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">])</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span> |
| <span class="go">0 100</span> |
| <span class="go">2 300</span> |
| <span class="go">4 500</span> |
| <span class="go">dtype: int64</span> |
| </pre></div> |
| </div> |
| <p>Index</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">psidx</span> <span class="o">=</span> <span class="n">ps</span><span class="o">.</span><span class="n">Index</span><span class="p">([</span><span class="mi">100</span><span class="p">,</span> <span class="mi">200</span><span class="p">,</span> <span class="mi">300</span><span class="p">,</span> <span class="mi">400</span><span class="p">,</span> <span class="mi">500</span><span class="p">])</span> |
| <span class="gp">>>> </span><span class="n">psidx</span> |
| <span class="go">Int64Index([100, 200, 300, 400, 500], dtype='int64')</span> |
| </pre></div> |
| </div> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">psidx</span><span class="o">.</span><span class="n">take</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">])</span><span class="o">.</span><span class="n">sort_values</span><span class="p">()</span> |
| <span class="go">Int64Index([100, 300, 500], dtype='int64')</span> |
| </pre></div> |
| </div> |
| <p>MultiIndex</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">psmidx</span> <span class="o">=</span> <span class="n">ps</span><span class="o">.</span><span class="n">MultiIndex</span><span class="o">.</span><span class="n">from_tuples</span><span class="p">([(</span><span class="s2">"x"</span><span class="p">,</span> <span class="s2">"a"</span><span class="p">),</span> <span class="p">(</span><span class="s2">"x"</span><span class="p">,</span> <span class="s2">"b"</span><span class="p">),</span> <span class="p">(</span><span class="s2">"x"</span><span class="p">,</span> <span class="s2">"c"</span><span class="p">)])</span> |
| <span class="gp">>>> </span><span class="n">psmidx</span> |
| <span class="go">MultiIndex([('x', 'a'),</span> |
| <span class="go"> ('x', 'b'),</span> |
| <span class="go"> ('x', 'c')],</span> |
| <span class="go"> )</span> |
| </pre></div> |
| </div> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">psmidx</span><span class="o">.</span><span class="n">take</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">])</span> |
| <span class="go">MultiIndex([('x', 'a'),</span> |
| <span class="go"> ('x', 'c')],</span> |
| <span class="go"> )</span> |
| </pre></div> |
| </div> |
| </dd></dl> |
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