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<section id="pyspark-pandas-dataframe-to-html">
<h1>pyspark.pandas.DataFrame.to_html<a class="headerlink" href="#pyspark-pandas-dataframe-to-html" title="Permalink to this headline">#</a></h1>
<dl class="py method">
<dt class="sig sig-object py" id="pyspark.pandas.DataFrame.to_html">
<span class="sig-prename descclassname"><span class="pre">DataFrame.</span></span><span class="sig-name descname"><span class="pre">to_html</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">buf</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">columns</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">col_space</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">header</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">na_rep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'NaN'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">formatters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">float_format</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sparsify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index_names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">justify</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_rows</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_cols</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">show_dimensions</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">decimal</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'.'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bold_rows</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">classes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">escape</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">notebook</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">border</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">render_links</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../_modules/pyspark/pandas/frame.html#DataFrame.to_html"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyspark.pandas.DataFrame.to_html" title="Permalink to this definition">#</a></dt>
<dd><p>Render a DataFrame as an HTML table.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>This method should only be used if the resulting pandas object is expected
to be small, as all the data is loaded into the driver’s memory. If the input
is large, set max_rows parameter.</p>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><dl class="simple">
<dt><strong>buf</strong><span class="classifier">StringIO-like, optional</span></dt><dd><p>Buffer to write to.</p>
</dd>
<dt><strong>columns</strong><span class="classifier">sequence, optional, default None</span></dt><dd><p>The subset of columns to write. Writes all columns by default.</p>
</dd>
<dt><strong>col_space</strong><span class="classifier">int, optional</span></dt><dd><p>The minimum width of each column.</p>
</dd>
<dt><strong>header</strong><span class="classifier">bool, optional</span></dt><dd><p>Write out the column names. If a list of strings is given, it
is assumed to be aliases for the column names</p>
</dd>
<dt><strong>index</strong><span class="classifier">bool, optional, default True</span></dt><dd><p>Whether to print index (row) labels.</p>
</dd>
<dt><strong>na_rep</strong><span class="classifier">str, optional, default ‘NaN’</span></dt><dd><p>String representation of NAN to use.</p>
</dd>
<dt><strong>formatters</strong><span class="classifier">list or dict of one-param. functions, optional</span></dt><dd><p>Formatter functions to apply to columns’ elements by position or
name.
The result of each function must be a Unicode string.
List must be of length equal to the number of columns.</p>
</dd>
<dt><strong>float_format</strong><span class="classifier">one-parameter function, optional, default None</span></dt><dd><p>Formatter function to apply to columns’ elements if they are
floats. The result of this function must be a Unicode string.</p>
</dd>
<dt><strong>sparsify</strong><span class="classifier">bool, optional, default True</span></dt><dd><p>Set to False for a DataFrame with a hierarchical index to print
every multiindex key at each row.</p>
</dd>
<dt><strong>index_names</strong><span class="classifier">bool, optional, default True</span></dt><dd><p>Prints the names of the indexes.</p>
</dd>
<dt><strong>justify</strong><span class="classifier">str, default None</span></dt><dd><p>How to justify the column labels. If None uses the option from
the print configuration (controlled by set_option), ‘right’ out
of the box. Valid values are</p>
<ul class="simple">
<li><p>left</p></li>
<li><p>right</p></li>
<li><p>center</p></li>
<li><p>justify</p></li>
<li><p>justify-all</p></li>
<li><p>start</p></li>
<li><p>end</p></li>
<li><p>inherit</p></li>
<li><p>match-parent</p></li>
<li><p>initial</p></li>
<li><p>unset.</p></li>
</ul>
</dd>
<dt><strong>max_rows</strong><span class="classifier">int, optional</span></dt><dd><p>Maximum number of rows to display in the console.</p>
</dd>
<dt><strong>max_cols</strong><span class="classifier">int, optional</span></dt><dd><p>Maximum number of columns to display in the console.</p>
</dd>
<dt><strong>show_dimensions</strong><span class="classifier">bool, default False</span></dt><dd><p>Display DataFrame dimensions (number of rows by number of columns).</p>
</dd>
<dt><strong>decimal</strong><span class="classifier">str, default ‘.’</span></dt><dd><p>Character recognized as decimal separator, e.g. ‘,’ in Europe.</p>
</dd>
<dt><strong>bold_rows</strong><span class="classifier">bool, default True</span></dt><dd><p>Make the row labels bold in the output.</p>
</dd>
<dt><strong>classes</strong><span class="classifier">str or list or tuple, default None</span></dt><dd><p>CSS class(es) to apply to the resulting html table.</p>
</dd>
<dt><strong>escape</strong><span class="classifier">bool, default True</span></dt><dd><p>Convert the characters &lt;, &gt;, and &amp; to HTML-safe sequences.</p>
</dd>
<dt><strong>notebook</strong><span class="classifier">{True, False}, default False</span></dt><dd><p>Whether the generated HTML is for IPython Notebook.</p>
</dd>
<dt><strong>border</strong><span class="classifier">int</span></dt><dd><p>A <code class="docutils literal notranslate"><span class="pre">border=border</span></code> attribute is included in the opening
<cite>&lt;table&gt;</cite> tag. By default <code class="docutils literal notranslate"><span class="pre">pd.options.html.border</span></code>.</p>
</dd>
<dt><strong>table_id</strong><span class="classifier">str, optional</span></dt><dd><p>A css id is included in the opening <cite>&lt;table&gt;</cite> tag if specified.</p>
</dd>
<dt><strong>render_links</strong><span class="classifier">bool, default False</span></dt><dd><p>Convert URLs to HTML links (only works with pandas 0.24+).</p>
</dd>
</dl>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><dl class="simple">
<dt>str (or Unicode, depending on data and options)</dt><dd><p>String representation of the dataframe.</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.to_string.html#pyspark.pandas.DataFrame.to_string" title="pyspark.pandas.DataFrame.to_string"><code class="xref py py-obj docutils literal notranslate"><span class="pre">to_string</span></code></a></dt><dd><p>Convert DataFrame to a string.</p>
</dd>
</dl>
</div>
</dd></dl>
</section>
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