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<div class="subTitle">org.apache.spark.ml.attribute</div>
<h2 title="Class AttributeGroup" class="title">Class AttributeGroup</h2>
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<ul class="inheritance">
<li>java.lang.Object</li>
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<li>org.apache.spark.ml.attribute.AttributeGroup</li>
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<pre>public class <span class="strong">AttributeGroup</span>
extends java.lang.Object
implements scala.Serializable</pre>
<div class="block">:: DeveloperApi ::
Attributes that describe a vector ML column.
<p>
param: name name of the attribute group (the ML column name)
param: numAttributes optional number of attributes. At most one of <code>numAttributes</code> and <code>attrs</code>
can be defined.
param: attrs optional array of attributes. Attribute will be copied with their corresponding
indices in the array.</div>
<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../serialized-form.html#org.apache.spark.ml.attribute.AttributeGroup">Serialized Form</a></dd></dl>
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<th class="colOne" scope="col">Constructor and Description</th>
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<td class="colOne"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#AttributeGroup(java.lang.String)">AttributeGroup</a></strong>(java.lang.String name)</code>
<div class="block">Creates an attribute group without attribute info.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colOne"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#AttributeGroup(java.lang.String, org.apache.spark.ml.attribute.Attribute[])">AttributeGroup</a></strong>(java.lang.String name,
<a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a>[] attrs)</code>
<div class="block">Creates an attribute group with attributes.</div>
</td>
</tr>
<tr class="altColor">
<td class="colOne"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#AttributeGroup(java.lang.String, int)">AttributeGroup</a></strong>(java.lang.String name,
int numAttributes)</code>
<div class="block">Creates an attribute group knowing only the number of attributes.</div>
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<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#apply(int)">apply</a></strong>(int attrIndex)</code>
<div class="block">Gets an attribute by its index.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#apply(java.lang.String)">apply</a></strong>(java.lang.String attrName)</code>
<div class="block">Gets an attribute by its name.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>scala.Option<<a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a>[]></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#attributes()">attributes</a></strong>()</code>
<div class="block">Optional array of attributes.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>boolean</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#equals(java.lang.Object)">equals</a></strong>(java.lang.Object other)</code> </td>
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<tr class="altColor">
<td class="colFirst"><code>static <a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html" title="class in org.apache.spark.ml.attribute">AttributeGroup</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#fromStructField(org.apache.spark.sql.types.StructField)">fromStructField</a></strong>(<a href="../../../../../org/apache/spark/sql/types/StructField.html" title="class in org.apache.spark.sql.types">StructField</a> field)</code>
<div class="block">Creates an attribute group from a <code>StructField</code> instance.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#getAttr(int)">getAttr</a></strong>(int attrIndex)</code>
<div class="block">Gets an attribute by its index.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#getAttr(java.lang.String)">getAttr</a></strong>(java.lang.String attrName)</code>
<div class="block">Gets an attribute by its name.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>boolean</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#hasAttr(java.lang.String)">hasAttr</a></strong>(java.lang.String attrName)</code>
<div class="block">Test whether this attribute group contains a specific attribute.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>int</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#hashCode()">hashCode</a></strong>()</code> </td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>int</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#indexOf(java.lang.String)">indexOf</a></strong>(java.lang.String attrName)</code>
<div class="block">Index of an attribute specified by name.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>java.lang.String</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#name()">name</a></strong>()</code> </td>
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<tr class="rowColor">
<td class="colFirst"><code>scala.Option<java.lang.Object></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#numAttributes()">numAttributes</a></strong>()</code> </td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>int</code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#size()">size</a></strong>()</code>
<div class="block">Size of the attribute group.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#toMetadata()">toMetadata</a></strong>()</code>
<div class="block">Converts to ML metadata</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#toMetadata(org.apache.spark.sql.types.Metadata)">toMetadata</a></strong>(<a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a> existingMetadata)</code>
<div class="block">Converts to ML metadata with some existing metadata.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/sql/types/StructField.html" title="class in org.apache.spark.sql.types">StructField</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#toStructField()">toStructField</a></strong>()</code>
<div class="block">Converts to a StructField.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/sql/types/StructField.html" title="class in org.apache.spark.sql.types">StructField</a></code></td>
<td class="colLast"><code><strong><a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html#toStructField(org.apache.spark.sql.types.Metadata)">toStructField</a></strong>(<a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a> existingMetadata)</code>
<div class="block">Converts to a StructField with some existing metadata.</div>
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<h4>AttributeGroup</h4>
<pre>public AttributeGroup(java.lang.String name)</pre>
<div class="block">Creates an attribute group without attribute info.</div>
<dl><dt><span class="strong">Parameters:</span></dt><dd><code>name</code> - name of the attribute group</dd></dl>
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<pre>public AttributeGroup(java.lang.String name,
int numAttributes)</pre>
<div class="block">Creates an attribute group knowing only the number of attributes.</div>
<dl><dt><span class="strong">Parameters:</span></dt><dd><code>name</code> - name of the attribute group</dd><dd><code>numAttributes</code> - number of attributes</dd></dl>
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<pre>public AttributeGroup(java.lang.String name,
<a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a>[] attrs)</pre>
<div class="block">Creates an attribute group with attributes.</div>
<dl><dt><span class="strong">Parameters:</span></dt><dd><code>name</code> - name of the attribute group</dd><dd><code>attrs</code> - array of attributes. Attributes will be copied with their corresponding indices in
the array.</dd></dl>
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<pre>public static <a href="../../../../../org/apache/spark/ml/attribute/AttributeGroup.html" title="class in org.apache.spark.ml.attribute">AttributeGroup</a> fromStructField(<a href="../../../../../org/apache/spark/sql/types/StructField.html" title="class in org.apache.spark.sql.types">StructField</a> field)</pre>
<div class="block">Creates an attribute group from a <code>StructField</code> instance.</div>
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<h4>name</h4>
<pre>public java.lang.String name()</pre>
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<pre>public scala.Option<java.lang.Object> numAttributes()</pre>
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<h4>attributes</h4>
<pre>public scala.Option<<a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a>[]> attributes()</pre>
<div class="block">Optional array of attributes. At most one of <code>numAttributes</code> and <code>attributes</code> can be defined.</div>
<dl><dt><span class="strong">Returns:</span></dt><dd>(undocumented)</dd></dl>
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<h4>size</h4>
<pre>public int size()</pre>
<div class="block">Size of the attribute group. Returns -1 if the size is unknown.</div>
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<h4>hasAttr</h4>
<pre>public boolean hasAttr(java.lang.String attrName)</pre>
<div class="block">Test whether this attribute group contains a specific attribute.</div>
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<h4>indexOf</h4>
<pre>public int indexOf(java.lang.String attrName)</pre>
<div class="block">Index of an attribute specified by name.</div>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a> apply(java.lang.String attrName)</pre>
<div class="block">Gets an attribute by its name.</div>
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<h4>getAttr</h4>
<pre>public <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a> getAttr(java.lang.String attrName)</pre>
<div class="block">Gets an attribute by its name.</div>
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<h4>apply</h4>
<pre>public <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a> apply(int attrIndex)</pre>
<div class="block">Gets an attribute by its index.</div>
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<pre>public <a href="../../../../../org/apache/spark/ml/attribute/Attribute.html" title="class in org.apache.spark.ml.attribute">Attribute</a> getAttr(int attrIndex)</pre>
<div class="block">Gets an attribute by its index.</div>
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<h4>toMetadata</h4>
<pre>public <a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a> toMetadata(<a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a> existingMetadata)</pre>
<div class="block">Converts to ML metadata with some existing metadata.</div>
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<a name="toMetadata()">
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<h4>toMetadata</h4>
<pre>public <a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a> toMetadata()</pre>
<div class="block">Converts to ML metadata</div>
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<h4>toStructField</h4>
<pre>public <a href="../../../../../org/apache/spark/sql/types/StructField.html" title="class in org.apache.spark.sql.types">StructField</a> toStructField(<a href="../../../../../org/apache/spark/sql/types/Metadata.html" title="class in org.apache.spark.sql.types">Metadata</a> existingMetadata)</pre>
<div class="block">Converts to a StructField with some existing metadata.</div>
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<h4>toStructField</h4>
<pre>public <a href="../../../../../org/apache/spark/sql/types/StructField.html" title="class in org.apache.spark.sql.types">StructField</a> toStructField()</pre>
<div class="block">Converts to a StructField.</div>
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<pre>public boolean equals(java.lang.Object other)</pre>
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<pre>public int hashCode()</pre>
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<dd><code>hashCode</code> in class <code>java.lang.Object</code></dd>
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