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| <section id="pyspark-pandas-series-to-excel"> |
| <h1>pyspark.pandas.Series.to_excel<a class="headerlink" href="#pyspark-pandas-series-to-excel" title="Permalink to this headline">¶</a></h1> |
| <dl class="py method"> |
| <dt id="pyspark.pandas.Series.to_excel"> |
| <code class="sig-prename descclassname">Series.</code><code class="sig-name descname">to_excel</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">excel_writer</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>str<span class="p">, </span>pandas.io.excel._base.ExcelWriter<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">sheet_name</span><span class="p">:</span> <span class="n">str</span> <span class="o">=</span> <span class="default_value">'Sheet1'</span></em>, <em class="sig-param"><span class="n">na_rep</span><span class="p">:</span> <span class="n">str</span> <span class="o">=</span> <span class="default_value">''</span></em>, <em class="sig-param"><span class="n">float_format</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>str<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">columns</span><span class="p">:</span> <span class="n">Union[str, List[str], None]</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">header</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">True</span></em>, <em class="sig-param"><span class="n">index</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">True</span></em>, <em class="sig-param"><span class="n">index_label</span><span class="p">:</span> <span class="n">Union[str, List[str], None]</span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">startrow</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">0</span></em>, <em class="sig-param"><span class="n">startcol</span><span class="p">:</span> <span class="n">int</span> <span class="o">=</span> <span class="default_value">0</span></em>, <em class="sig-param"><span class="n">engine</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>str<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">merge_cells</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">True</span></em>, <em class="sig-param"><span class="n">encoding</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>str<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">inf_rep</span><span class="p">:</span> <span class="n">str</span> <span class="o">=</span> <span class="default_value">'inf'</span></em>, <em class="sig-param"><span class="n">verbose</span><span class="p">:</span> <span class="n">bool</span> <span class="o">=</span> <span class="default_value">True</span></em>, <em class="sig-param"><span class="n">freeze_panes</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Tuple<span class="p">[</span>int<span class="p">, </span>int<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span> → None<a class="headerlink" href="#pyspark.pandas.Series.to_excel" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Write object to an Excel sheet.</p> |
| <div class="admonition note"> |
| <p class="admonition-title">Note</p> |
| <p>This method should only be used if the resulting DataFrame is expected |
| to be small, as all the data is loaded into the driver’s memory.</p> |
| </div> |
| <p>To write a single object to an Excel .xlsx file it is only necessary to |
| specify a target file name. To write to multiple sheets it is necessary to |
| create an <cite>ExcelWriter</cite> object with a target file name, and specify a sheet |
| in the file to write to.</p> |
| <p>Multiple sheets may be written to by specifying unique <cite>sheet_name</cite>. |
| With all data written to the file it is necessary to save the changes. |
| Note that creating an <cite>ExcelWriter</cite> object with a file name that already |
| exists will result in the contents of the existing file being erased.</p> |
| <dl class="field-list"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><dl> |
| <dt><strong>excel_writer: str or ExcelWriter object</strong></dt><dd><p>File path or existing ExcelWriter.</p> |
| </dd> |
| <dt><strong>sheet_name: str, default ‘Sheet1’</strong></dt><dd><p>Name of sheet which will contain DataFrame.</p> |
| </dd> |
| <dt><strong>na_rep: str, default ‘’</strong></dt><dd><p>Missing data representation.</p> |
| </dd> |
| <dt><strong>float_format: str, optional</strong></dt><dd><p>Format string for floating point numbers. For example |
| <code class="docutils literal notranslate"><span class="pre">float_format="%%.2f"</span></code> will format 0.1234 to 0.12.</p> |
| </dd> |
| <dt><strong>columns: sequence or list of str, optional</strong></dt><dd><p>Columns to write.</p> |
| </dd> |
| <dt><strong>header: bool or list of str, default True</strong></dt><dd><p>Write out the column names. If a list of string is given it is |
| assumed to be aliases for the column names.</p> |
| </dd> |
| <dt><strong>index: bool, default True</strong></dt><dd><p>Write row names (index).</p> |
| </dd> |
| <dt><strong>index_label: str or sequence, optional</strong></dt><dd><p>Column label for index column(s) if desired. If not specified, and |
| <cite>header</cite> and <cite>index</cite> are True, then the index names are used. A |
| sequence should be given if the DataFrame uses MultiIndex.</p> |
| </dd> |
| <dt><strong>startrow: int, default 0</strong></dt><dd><p>Upper left cell row to dump data frame.</p> |
| </dd> |
| <dt><strong>startcol: int, default 0</strong></dt><dd><p>Upper left cell column to dump data frame.</p> |
| </dd> |
| <dt><strong>engine: str, optional</strong></dt><dd><p>Write engine to use, ‘openpyxl’ or ‘xlsxwriter’. You can also set this |
| via the options <code class="docutils literal notranslate"><span class="pre">io.excel.xlsx.writer</span></code>, <code class="docutils literal notranslate"><span class="pre">io.excel.xls.writer</span></code>, and |
| <code class="docutils literal notranslate"><span class="pre">io.excel.xlsm.writer</span></code>.</p> |
| </dd> |
| <dt><strong>merge_cells: bool, default True</strong></dt><dd><p>Write MultiIndex and Hierarchical Rows as merged cells.</p> |
| </dd> |
| <dt><strong>encoding: str, optional</strong></dt><dd><p>Encoding of the resulting excel file. Only necessary for xlwt, |
| other writers support unicode natively.</p> |
| <div class="deprecated"> |
| <p><span class="versionmodified deprecated">Deprecated since version 3.4.0.</span></p> |
| </div> |
| </dd> |
| <dt><strong>inf_rep: str, default ‘inf’</strong></dt><dd><p>Representation for infinity (there is no native representation for |
| infinity in Excel).</p> |
| </dd> |
| <dt><strong>verbose: bool, default True</strong></dt><dd><p>Display more information in the error logs.</p> |
| <div class="deprecated"> |
| <p><span class="versionmodified deprecated">Deprecated since version 3.4.0.</span></p> |
| </div> |
| </dd> |
| <dt><strong>freeze_panes: tuple of int (length 2), optional</strong></dt><dd><p>Specifies the one-based bottommost row and rightmost column that |
| is to be frozen.</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.read_excel.html#pyspark.pandas.read_excel" title="pyspark.pandas.read_excel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_excel</span></code></a></dt><dd><p>Read Excel file.</p> |
| </dd> |
| </dl> |
| </div> |
| <p class="rubric">Notes</p> |
| <p>Once a workbook has been saved it is not possible write further data |
| without rewriting the whole workbook.</p> |
| <p class="rubric">Examples</p> |
| <p>Create, write to, and save a workbook:</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">df1</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="s1">'a'</span><span class="p">,</span> <span class="s1">'b'</span><span class="p">],</span> <span class="p">[</span><span class="s1">'c'</span><span class="p">,</span> <span class="s1">'d'</span><span class="p">]],</span> |
| <span class="gp">... </span> <span class="n">index</span><span class="o">=</span><span class="p">[</span><span class="s1">'row 1'</span><span class="p">,</span> <span class="s1">'row 2'</span><span class="p">],</span> |
| <span class="gp">... </span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s1">'col 1'</span><span class="p">,</span> <span class="s1">'col 2'</span><span class="p">])</span> |
| <span class="gp">>>> </span><span class="n">df1</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span><span class="s2">"output.xlsx"</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <p>To specify the sheet name:</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">df1</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span><span class="s2">"output.xlsx"</span><span class="p">)</span> |
| <span class="gp">>>> </span><span class="n">df1</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span><span class="s2">"output.xlsx"</span><span class="p">,</span> |
| <span class="gp">... </span> <span class="n">sheet_name</span><span class="o">=</span><span class="s1">'Sheet_name_1'</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <p>If you wish to write to more than one sheet in the workbook, it is |
| necessary to specify an ExcelWriter object:</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="k">with</span> <span class="n">pd</span><span class="o">.</span><span class="n">ExcelWriter</span><span class="p">(</span><span class="s1">'output.xlsx'</span><span class="p">)</span> <span class="k">as</span> <span class="n">writer</span><span class="p">:</span> |
| <span class="gp">... </span> <span class="n">df1</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span><span class="n">writer</span><span class="p">,</span> <span class="n">sheet_name</span><span class="o">=</span><span class="s1">'Sheet_name_1'</span><span class="p">)</span> |
| <span class="gp">... </span> <span class="n">df2</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span><span class="n">writer</span><span class="p">,</span> <span class="n">sheet_name</span><span class="o">=</span><span class="s1">'Sheet_name_2'</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <p>To set the library that is used to write the Excel file, |
| you can pass the <cite>engine</cite> keyword (the default engine is |
| automatically chosen depending on the file extension):</p> |
| <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">df1</span><span class="o">.</span><span class="n">to_excel</span><span class="p">(</span><span class="s1">'output1.xlsx'</span><span class="p">,</span> <span class="n">engine</span><span class="o">=</span><span class="s1">'xlsxwriter'</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| </dd></dl> |
| |
| </section> |
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