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| <section id="column"> |
| <h1>Column<a class="headerlink" href="#column" title="Permalink to this headline">#</a></h1> |
| <table class="autosummary longtable table autosummary"> |
| <colgroup> |
| <col style="width: 10%" /> |
| <col style="width: 90%" /> |
| </colgroup> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.__getattr__.html#pyspark.sql.Column.__getattr__" title="pyspark.sql.Column.__getattr__"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.__getattr__</span></code></a>(item)</p></td> |
| <td><p>An expression that gets an item at position <code class="docutils literal notranslate"><span class="pre">ordinal</span></code> out of a list, or gets an item by key out of a dict.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.__getitem__.html#pyspark.sql.Column.__getitem__" title="pyspark.sql.Column.__getitem__"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.__getitem__</span></code></a>(k)</p></td> |
| <td><p>An expression that gets an item at position <code class="docutils literal notranslate"><span class="pre">ordinal</span></code> out of a list, or gets an item by key out of a dict.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.alias.html#pyspark.sql.Column.alias" title="pyspark.sql.Column.alias"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.alias</span></code></a>(*alias, **kwargs)</p></td> |
| <td><p>Returns this column aliased with a new name or names (in the case of expressions that return more than one column, such as explode).</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.asc.html#pyspark.sql.Column.asc" title="pyspark.sql.Column.asc"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.asc</span></code></a>()</p></td> |
| <td><p>Returns a sort expression based on the ascending order of the column.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.asc_nulls_first.html#pyspark.sql.Column.asc_nulls_first" title="pyspark.sql.Column.asc_nulls_first"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.asc_nulls_first</span></code></a>()</p></td> |
| <td><p>Returns a sort expression based on ascending order of the column, and null values return before non-null values.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.asc_nulls_last.html#pyspark.sql.Column.asc_nulls_last" title="pyspark.sql.Column.asc_nulls_last"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.asc_nulls_last</span></code></a>()</p></td> |
| <td><p>Returns a sort expression based on ascending order of the column, and null values appear after non-null values.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.astype.html#pyspark.sql.Column.astype" title="pyspark.sql.Column.astype"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.astype</span></code></a>(dataType)</p></td> |
| <td><p><code class="xref py py-func docutils literal notranslate"><span class="pre">astype()</span></code> is an alias for <code class="xref py py-func docutils literal notranslate"><span class="pre">cast()</span></code>.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.between.html#pyspark.sql.Column.between" title="pyspark.sql.Column.between"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.between</span></code></a>(lowerBound, upperBound)</p></td> |
| <td><p>Check if the current column's values are between the specified lower and upper bounds, inclusive.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.bitwiseAND.html#pyspark.sql.Column.bitwiseAND" title="pyspark.sql.Column.bitwiseAND"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.bitwiseAND</span></code></a>(other)</p></td> |
| <td><p>Compute bitwise AND of this expression with another expression.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.bitwiseOR.html#pyspark.sql.Column.bitwiseOR" title="pyspark.sql.Column.bitwiseOR"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.bitwiseOR</span></code></a>(other)</p></td> |
| <td><p><p>"</p> |
| </p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.bitwiseXOR.html#pyspark.sql.Column.bitwiseXOR" title="pyspark.sql.Column.bitwiseXOR"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.bitwiseXOR</span></code></a>(other)</p></td> |
| <td><p>Compute bitwise XOR of this expression with another expression.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.cast.html#pyspark.sql.Column.cast" title="pyspark.sql.Column.cast"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.cast</span></code></a>(dataType)</p></td> |
| <td><p>Casts the column into type <code class="docutils literal notranslate"><span class="pre">dataType</span></code>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.contains.html#pyspark.sql.Column.contains" title="pyspark.sql.Column.contains"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.contains</span></code></a>(other)</p></td> |
| <td><p>Contains the other element.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.desc.html#pyspark.sql.Column.desc" title="pyspark.sql.Column.desc"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.desc</span></code></a>()</p></td> |
| <td><p>Returns a sort expression based on the descending order of the column.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.desc_nulls_first.html#pyspark.sql.Column.desc_nulls_first" title="pyspark.sql.Column.desc_nulls_first"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.desc_nulls_first</span></code></a>()</p></td> |
| <td><p>Returns a sort expression based on the descending order of the column, and null values appear before non-null values.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.desc_nulls_last.html#pyspark.sql.Column.desc_nulls_last" title="pyspark.sql.Column.desc_nulls_last"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.desc_nulls_last</span></code></a>()</p></td> |
| <td><p>Returns a sort expression based on the descending order of the column, and null values appear after non-null values.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.dropFields.html#pyspark.sql.Column.dropFields" title="pyspark.sql.Column.dropFields"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.dropFields</span></code></a>(*fieldNames)</p></td> |
| <td><p>An expression that drops fields in <code class="xref py py-class docutils literal notranslate"><span class="pre">StructType</span></code> by name.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.endswith.html#pyspark.sql.Column.endswith" title="pyspark.sql.Column.endswith"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.endswith</span></code></a>(other)</p></td> |
| <td><p>String ends with.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.eqNullSafe.html#pyspark.sql.Column.eqNullSafe" title="pyspark.sql.Column.eqNullSafe"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.eqNullSafe</span></code></a>(other)</p></td> |
| <td><p>Equality test that is safe for null values.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.getField.html#pyspark.sql.Column.getField" title="pyspark.sql.Column.getField"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.getField</span></code></a>(name)</p></td> |
| <td><p>An expression that gets a field by name in a <code class="xref py py-class docutils literal notranslate"><span class="pre">StructType</span></code>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.getItem.html#pyspark.sql.Column.getItem" title="pyspark.sql.Column.getItem"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.getItem</span></code></a>(key)</p></td> |
| <td><p>An expression that gets an item at position <code class="docutils literal notranslate"><span class="pre">ordinal</span></code> out of a list, or gets an item by key out of a dict.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.ilike.html#pyspark.sql.Column.ilike" title="pyspark.sql.Column.ilike"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.ilike</span></code></a>(other)</p></td> |
| <td><p>SQL ILIKE expression (case insensitive LIKE).</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.isNaN.html#pyspark.sql.Column.isNaN" title="pyspark.sql.Column.isNaN"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.isNaN</span></code></a>()</p></td> |
| <td><p>True if the current expression is NaN.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.isNotNull.html#pyspark.sql.Column.isNotNull" title="pyspark.sql.Column.isNotNull"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.isNotNull</span></code></a>()</p></td> |
| <td><p>True if the current expression is NOT null.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.isNull.html#pyspark.sql.Column.isNull" title="pyspark.sql.Column.isNull"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.isNull</span></code></a>()</p></td> |
| <td><p>True if the current expression is null.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.isin.html#pyspark.sql.Column.isin" title="pyspark.sql.Column.isin"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.isin</span></code></a>(*cols)</p></td> |
| <td><p>A boolean expression that is evaluated to true if the value of this expression is contained by the evaluated values of the arguments.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.like.html#pyspark.sql.Column.like" title="pyspark.sql.Column.like"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.like</span></code></a>(other)</p></td> |
| <td><p>SQL like expression.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.name.html#pyspark.sql.Column.name" title="pyspark.sql.Column.name"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.name</span></code></a>(*alias, **kwargs)</p></td> |
| <td><p><code class="xref py py-func docutils literal notranslate"><span class="pre">name()</span></code> is an alias for <code class="xref py py-func docutils literal notranslate"><span class="pre">alias()</span></code>.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.otherwise.html#pyspark.sql.Column.otherwise" title="pyspark.sql.Column.otherwise"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.otherwise</span></code></a>(value)</p></td> |
| <td><p>Evaluates a list of conditions and returns one of multiple possible result expressions.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.over.html#pyspark.sql.Column.over" title="pyspark.sql.Column.over"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.over</span></code></a>(window)</p></td> |
| <td><p>Define a windowing column.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.rlike.html#pyspark.sql.Column.rlike" title="pyspark.sql.Column.rlike"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.rlike</span></code></a>(other)</p></td> |
| <td><p>SQL RLIKE expression (LIKE with Regex).</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.startswith.html#pyspark.sql.Column.startswith" title="pyspark.sql.Column.startswith"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.startswith</span></code></a>(other)</p></td> |
| <td><p>String starts with.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.substr.html#pyspark.sql.Column.substr" title="pyspark.sql.Column.substr"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.substr</span></code></a>(startPos, length)</p></td> |
| <td><p>Return a <a class="reference internal" href="api/pyspark.sql.Column.html#pyspark.sql.Column" title="pyspark.sql.Column"><code class="xref py py-class docutils literal notranslate"><span class="pre">Column</span></code></a> which is a substring of the column.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.try_cast.html#pyspark.sql.Column.try_cast" title="pyspark.sql.Column.try_cast"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.try_cast</span></code></a>(dataType)</p></td> |
| <td><p>This is a special version of <cite>cast</cite> that performs the same operation, but returns a NULL value instead of raising an error if the invoke method throws exception.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="api/pyspark.sql.Column.when.html#pyspark.sql.Column.when" title="pyspark.sql.Column.when"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.when</span></code></a>(condition, value)</p></td> |
| <td><p>Evaluates a list of conditions and returns one of multiple possible result expressions.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="api/pyspark.sql.Column.withField.html#pyspark.sql.Column.withField" title="pyspark.sql.Column.withField"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Column.withField</span></code></a>(fieldName, col)</p></td> |
| <td><p>An expression that adds/replaces a field in <code class="xref py py-class docutils literal notranslate"><span class="pre">StructType</span></code> by name.</p></td> |
| </tr> |
| </tbody> |
| </table> |
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