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| <section id="pyspark-pandas-dataframe-swapaxes"> |
| <h1>pyspark.pandas.DataFrame.swapaxes<a class="headerlink" href="#pyspark-pandas-dataframe-swapaxes" title="Permalink to this headline">¶</a></h1> |
| <dl class="py method"> |
| <dt id="pyspark.pandas.DataFrame.swapaxes"> |
| <code class="sig-prename descclassname">DataFrame.</code><code class="sig-name descname">swapaxes</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">i</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>int<span class="p">, </span>str<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">j</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>int<span class="p">, </span>str<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">copy</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">True</span></em><span class="sig-paren">)</span> → pyspark.pandas.frame.DataFrame<a class="reference internal" href="../../../_modules/pyspark/pandas/frame.html#DataFrame.swapaxes"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyspark.pandas.DataFrame.swapaxes" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Interchange axes and swap values axes appropriately.</p> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>This method is based on an expensive operation due to the nature |
| of big data. Internally it needs to generate each row for each value, and |
| then group twice - it is a huge operation. To prevent misuse, this method |
| has the ‘compute.max_rows’ default limit of input length and raises a ValueError.</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">pyspark.pandas.config</span> <span class="kn">import</span> <span class="n">option_context</span> |
| <span class="gp">>>> </span><span class="k">with</span> <span class="n">option_context</span><span class="p">(</span><span class="s1">'compute.max_rows'</span><span class="p">,</span> <span class="mi">1000</span><span class="p">):</span> |
| <span class="gp">... </span> <span class="n">ps</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="s1">'a'</span><span class="p">:</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1001</span><span class="p">)})</span><span class="o">.</span><span class="n">swapaxes</span><span class="p">(</span><span class="n">i</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">j</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> |
| <span class="gt">Traceback (most recent call last):</span> |
| <span class="w"> </span><span class="c">...</span> |
| <span class="gr">ValueError</span>: <span class="n">Current DataFrame's length exceeds the given limit of 1000 rows.</span> |
| <span class="x">Please set 'compute.max_rows' by using 'pyspark.pandas.config.set_option'</span> |
| <span class="x">to retrieve more than 1000 rows. Note that, before changing the</span> |
| <span class="x">'compute.max_rows', this operation is considerably expensive.</span> |
| </pre></div> |
| </div> |
| </div> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><dl class="simple"> |
| <dt><strong>i: {0 or ‘index’, 1 or ‘columns’}. The axis to swap.</strong></dt><dd></dd> |
| <dt><strong>j: {0 or ‘index’, 1 or ‘columns’}. The axis to swap.</strong></dt><dd></dd> |
| <dt><strong>copy</strong><span class="classifier">bool, default True.</span></dt><dd></dd> |
| </dl> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><dl class="simple"> |
| <dt>DataFrame</dt><dd></dd> |
| </dl> |
| </dd> |
| </dl> |
| <p class="rubric">Examples</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">psdf</span> <span class="o">=</span> <span class="n">ps</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span> |
| <span class="gp">... </span> <span class="p">[[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">],</span> <span class="p">[</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">],</span> <span class="p">[</span><span class="mi">7</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="mi">9</span><span class="p">]],</span> <span class="n">index</span><span class="o">=</span><span class="p">[</span><span class="s1">'x'</span><span class="p">,</span> <span class="s1">'y'</span><span class="p">,</span> <span class="s1">'z'</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s1">'a'</span><span class="p">,</span> <span class="s1">'b'</span><span class="p">,</span> <span class="s1">'c'</span><span class="p">]</span> |
| <span class="gp">... </span><span class="p">)</span> |
| <span class="gp">>>> </span><span class="n">psdf</span> |
| <span class="go"> a b c</span> |
| <span class="go">x 1 2 3</span> |
| <span class="go">y 4 5 6</span> |
| <span class="go">z 7 8 9</span> |
| <span class="gp">>>> </span><span class="n">psdf</span><span class="o">.</span><span class="n">swapaxes</span><span class="p">(</span><span class="n">i</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">j</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> |
| <span class="go"> x y z</span> |
| <span class="go">a 1 4 7</span> |
| <span class="go">b 2 5 8</span> |
| <span class="go">c 3 6 9</span> |
| <span class="gp">>>> </span><span class="n">psdf</span><span class="o">.</span><span class="n">swapaxes</span><span class="p">(</span><span class="n">i</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">j</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> |
| <span class="go"> a b c</span> |
| <span class="go">x 1 2 3</span> |
| <span class="go">y 4 5 6</span> |
| <span class="go">z 7 8 9</span> |
| </pre></div> |
| </div> |
| </dd></dl> |
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