blob: 54fc64aab0689efeab54d52e57f46f65477254bb [file] [log] [blame]
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<!-- NewPage -->
<html lang="en">
<head>
<!-- Generated by javadoc (1.8.0_342) on Sat Oct 15 20:26:59 UTC 2022 -->
<title>Param (Spark 3.3.1 JavaDoc)</title>
<meta name="date" content="2022-10-15">
<link rel="stylesheet" type="text/css" href="../../../../../stylesheet.css" title="Style">
<script type="text/javascript" src="../../../../../script.js"></script>
</head>
<body>
<script type="text/javascript"><!--
try {
if (location.href.indexOf('is-external=true') == -1) {
parent.document.title="Param (Spark 3.3.1 JavaDoc)";
}
}
catch(err) {
}
//-->
var methods = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10,"i9":10};
var tabs = {65535:["t0","All Methods"],2:["t2","Instance Methods"],8:["t4","Concrete Methods"]};
var altColor = "altColor";
var rowColor = "rowColor";
var tableTab = "tableTab";
var activeTableTab = "activeTableTab";
</script>
<noscript>
<div>JavaScript is disabled on your browser.</div>
</noscript>
<!-- ========= START OF TOP NAVBAR ======= -->
<div class="topNav"><a name="navbar.top">
<!-- -->
</a>
<div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div>
<a name="navbar.top.firstrow">
<!-- -->
</a>
<ul class="navList" title="Navigation">
<li><a href="../../../../../overview-summary.html">Overview</a></li>
<li><a href="package-summary.html">Package</a></li>
<li class="navBarCell1Rev">Class</li>
<li><a href="package-tree.html">Tree</a></li>
<li><a href="../../../../../deprecated-list.html">Deprecated</a></li>
<li><a href="../../../../../index-all.html">Index</a></li>
<li><a href="../../../../../help-doc.html">Help</a></li>
</ul>
</div>
<div class="subNav">
<ul class="navList">
<li><a href="../../../../../org/apache/spark/ml/param/LongParam.html" title="class in org.apache.spark.ml.param"><span class="typeNameLink">Prev&nbsp;Class</span></a></li>
<li><a href="../../../../../org/apache/spark/ml/param/ParamMap.html" title="class in org.apache.spark.ml.param"><span class="typeNameLink">Next&nbsp;Class</span></a></li>
</ul>
<ul class="navList">
<li><a href="../../../../../index.html?org/apache/spark/ml/param/Param.html" target="_top">Frames</a></li>
<li><a href="Param.html" target="_top">No&nbsp;Frames</a></li>
</ul>
<ul class="navList" id="allclasses_navbar_top">
<li><a href="../../../../../allclasses-noframe.html">All&nbsp;Classes</a></li>
</ul>
<div>
<script type="text/javascript"><!--
allClassesLink = document.getElementById("allclasses_navbar_top");
if(window==top) {
allClassesLink.style.display = "block";
}
else {
allClassesLink.style.display = "none";
}
//-->
</script>
</div>
<div>
<ul class="subNavList">
<li>Summary:&nbsp;</li>
<li>Nested&nbsp;|&nbsp;</li>
<li>Field&nbsp;|&nbsp;</li>
<li><a href="#constructor.summary">Constr</a>&nbsp;|&nbsp;</li>
<li><a href="#method.summary">Method</a></li>
</ul>
<ul class="subNavList">
<li>Detail:&nbsp;</li>
<li>Field&nbsp;|&nbsp;</li>
<li><a href="#constructor.detail">Constr</a>&nbsp;|&nbsp;</li>
<li><a href="#method.detail">Method</a></li>
</ul>
</div>
<a name="skip.navbar.top">
<!-- -->
</a></div>
<!-- ========= END OF TOP NAVBAR ========= -->
<!-- ======== START OF CLASS DATA ======== -->
<div class="header">
<div class="subTitle">org.apache.spark.ml.param</div>
<h2 title="Class Param" class="title">Class Param&lt;T&gt;</h2>
</div>
<div class="contentContainer">
<ul class="inheritance">
<li>Object</li>
<li>
<ul class="inheritance">
<li>org.apache.spark.ml.param.Param&lt;T&gt;</li>
</ul>
</li>
</ul>
<div class="description">
<ul class="blockList">
<li class="blockList">
<dl>
<dt><span class="paramLabel">Type Parameters:</span></dt>
<dd><code>T</code> - param value type</dd>
</dl>
<dl>
<dt>All Implemented Interfaces:</dt>
<dd>java.io.Serializable</dd>
</dl>
<dl>
<dt>Direct Known Subclasses:</dt>
<dd><a href="../../../../../org/apache/spark/ml/param/BooleanParam.html" title="class in org.apache.spark.ml.param">BooleanParam</a>, <a href="../../../../../org/apache/spark/ml/param/DoubleArrayArrayParam.html" title="class in org.apache.spark.ml.param">DoubleArrayArrayParam</a>, <a href="../../../../../org/apache/spark/ml/param/DoubleArrayParam.html" title="class in org.apache.spark.ml.param">DoubleArrayParam</a>, <a href="../../../../../org/apache/spark/ml/param/DoubleParam.html" title="class in org.apache.spark.ml.param">DoubleParam</a>, <a href="../../../../../org/apache/spark/ml/param/FloatParam.html" title="class in org.apache.spark.ml.param">FloatParam</a>, <a href="../../../../../org/apache/spark/ml/param/IntArrayParam.html" title="class in org.apache.spark.ml.param">IntArrayParam</a>, <a href="../../../../../org/apache/spark/ml/param/IntParam.html" title="class in org.apache.spark.ml.param">IntParam</a>, <a href="../../../../../org/apache/spark/ml/param/LongParam.html" title="class in org.apache.spark.ml.param">LongParam</a>, <a href="../../../../../org/apache/spark/ml/param/StringArrayParam.html" title="class in org.apache.spark.ml.param">StringArrayParam</a></dd>
</dl>
<hr>
<br>
<pre>public class <span class="typeNameLabel">Param&lt;T&gt;</span>
extends Object
implements scala.Serializable</pre>
<div class="block">A param with self-contained documentation and optionally default value. Primitive-typed param
should use the specialized versions, which are more friendly to Java users.
<p>
param: parent parent object
param: name param name
param: doc documentation
param: isValid optional validation method which indicates if a value is valid.
See <a href="../../../../../org/apache/spark/ml/param/ParamValidators.html" title="class in org.apache.spark.ml.param"><code>ParamValidators</code></a> for factory methods for common validation functions.</div>
<dl>
<dt><span class="seeLabel">See Also:</span></dt>
<dd><a href="../../../../../serialized-form.html#org.apache.spark.ml.param.Param">Serialized Form</a></dd>
</dl>
</li>
</ul>
</div>
<div class="summary">
<ul class="blockList">
<li class="blockList">
<!-- ======== CONSTRUCTOR SUMMARY ======== -->
<ul class="blockList">
<li class="blockList"><a name="constructor.summary">
<!-- -->
</a>
<h3>Constructor Summary</h3>
<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
<caption><span>Constructors</span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tr class="altColor">
<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#Param-org.apache.spark.ml.util.Identifiable-java.lang.String-java.lang.String-">Param</a></span>(<a href="../../../../../org/apache/spark/ml/util/Identifiable.html" title="interface in org.apache.spark.ml.util">Identifiable</a>&nbsp;parent,
String&nbsp;name,
String&nbsp;doc)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#Param-org.apache.spark.ml.util.Identifiable-java.lang.String-java.lang.String-scala.Function1-">Param</a></span>(<a href="../../../../../org/apache/spark/ml/util/Identifiable.html" title="interface in org.apache.spark.ml.util">Identifiable</a>&nbsp;parent,
String&nbsp;name,
String&nbsp;doc,
scala.Function1&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>,Object&gt;&nbsp;isValid)</code>&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#Param-java.lang.String-java.lang.String-java.lang.String-">Param</a></span>(String&nbsp;parent,
String&nbsp;name,
String&nbsp;doc)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#Param-java.lang.String-java.lang.String-java.lang.String-scala.Function1-">Param</a></span>(String&nbsp;parent,
String&nbsp;name,
String&nbsp;doc,
scala.Function1&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>,Object&gt;&nbsp;isValid)</code>&nbsp;</td>
</tr>
</table>
</li>
</ul>
<!-- ========== METHOD SUMMARY =========== -->
<ul class="blockList">
<li class="blockList"><a name="method.summary">
<!-- -->
</a>
<h3>Method Summary</h3>
<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd">&nbsp;</span></span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Method and Description</th>
</tr>
<tr id="i0" class="altColor">
<td class="colFirst"><code>String</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#doc--">doc</a></span>()</code>&nbsp;</td>
</tr>
<tr id="i1" class="rowColor">
<td class="colFirst"><code>boolean</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#equals-java.lang.Object-">equals</a></span>(Object&nbsp;obj)</code>&nbsp;</td>
</tr>
<tr id="i2" class="altColor">
<td class="colFirst"><code>int</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#hashCode--">hashCode</a></span>()</code>&nbsp;</td>
</tr>
<tr id="i3" class="rowColor">
<td class="colFirst"><code>scala.Function1&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>,Object&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#isValid--">isValid</a></span>()</code>&nbsp;</td>
</tr>
<tr id="i4" class="altColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#jsonDecode-java.lang.String-">jsonDecode</a></span>(String&nbsp;json)</code>
<div class="block">Decodes a param value from JSON.</div>
</td>
</tr>
<tr id="i5" class="rowColor">
<td class="colFirst"><code>String</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#jsonEncode-T-">jsonEncode</a></span>(<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>&nbsp;value)</code>
<div class="block">Encodes a param value into JSON, which can be decoded by `jsonDecode()`.</div>
</td>
</tr>
<tr id="i6" class="altColor">
<td class="colFirst"><code>String</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#name--">name</a></span>()</code>&nbsp;</td>
</tr>
<tr id="i7" class="rowColor">
<td class="colFirst"><code>String</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#parent--">parent</a></span>()</code>&nbsp;</td>
</tr>
<tr id="i8" class="altColor">
<td class="colFirst"><code>String</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#toString--">toString</a></span>()</code>&nbsp;</td>
</tr>
<tr id="i9" class="rowColor">
<td class="colFirst"><code><a href="../../../../../org/apache/spark/ml/param/ParamPair.html" title="class in org.apache.spark.ml.param">ParamPair</a>&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/spark/ml/param/Param.html#w-T-">w</a></span>(<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>&nbsp;value)</code>
<div class="block">Creates a param pair with the given value (for Java).</div>
</td>
</tr>
</table>
<ul class="blockList">
<li class="blockList"><a name="methods.inherited.from.class.Object">
<!-- -->
</a>
<h3>Methods inherited from class&nbsp;Object</h3>
<code>getClass, notify, notifyAll, wait, wait, wait</code></li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
<div class="details">
<ul class="blockList">
<li class="blockList">
<!-- ========= CONSTRUCTOR DETAIL ======== -->
<ul class="blockList">
<li class="blockList"><a name="constructor.detail">
<!-- -->
</a>
<h3>Constructor Detail</h3>
<a name="Param-java.lang.String-java.lang.String-java.lang.String-scala.Function1-">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>Param</h4>
<pre>public&nbsp;Param(String&nbsp;parent,
String&nbsp;name,
String&nbsp;doc,
scala.Function1&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>,Object&gt;&nbsp;isValid)</pre>
</li>
</ul>
<a name="Param-org.apache.spark.ml.util.Identifiable-java.lang.String-java.lang.String-scala.Function1-">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>Param</h4>
<pre>public&nbsp;Param(<a href="../../../../../org/apache/spark/ml/util/Identifiable.html" title="interface in org.apache.spark.ml.util">Identifiable</a>&nbsp;parent,
String&nbsp;name,
String&nbsp;doc,
scala.Function1&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>,Object&gt;&nbsp;isValid)</pre>
</li>
</ul>
<a name="Param-java.lang.String-java.lang.String-java.lang.String-">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>Param</h4>
<pre>public&nbsp;Param(String&nbsp;parent,
String&nbsp;name,
String&nbsp;doc)</pre>
</li>
</ul>
<a name="Param-org.apache.spark.ml.util.Identifiable-java.lang.String-java.lang.String-">
<!-- -->
</a>
<ul class="blockListLast">
<li class="blockList">
<h4>Param</h4>
<pre>public&nbsp;Param(<a href="../../../../../org/apache/spark/ml/util/Identifiable.html" title="interface in org.apache.spark.ml.util">Identifiable</a>&nbsp;parent,
String&nbsp;name,
String&nbsp;doc)</pre>
</li>
</ul>
</li>
</ul>
<!-- ============ METHOD DETAIL ========== -->
<ul class="blockList">
<li class="blockList"><a name="method.detail">
<!-- -->
</a>
<h3>Method Detail</h3>
<a name="parent--">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>parent</h4>
<pre>public&nbsp;String&nbsp;parent()</pre>
</li>
</ul>
<a name="name--">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>name</h4>
<pre>public&nbsp;String&nbsp;name()</pre>
</li>
</ul>
<a name="doc--">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>doc</h4>
<pre>public&nbsp;String&nbsp;doc()</pre>
</li>
</ul>
<a name="isValid--">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>isValid</h4>
<pre>public&nbsp;scala.Function1&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>,Object&gt;&nbsp;isValid()</pre>
</li>
</ul>
<a name="w-java.lang.Object-">
<!-- -->
</a><a name="w-T-">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>w</h4>
<pre>public&nbsp;<a href="../../../../../org/apache/spark/ml/param/ParamPair.html" title="class in org.apache.spark.ml.param">ParamPair</a>&lt;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>&gt;&nbsp;w(<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>&nbsp;value)</pre>
<div class="block">Creates a param pair with the given value (for Java).</div>
</li>
</ul>
<a name="jsonEncode-java.lang.Object-">
<!-- -->
</a><a name="jsonEncode-T-">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>jsonEncode</h4>
<pre>public&nbsp;String&nbsp;jsonEncode(<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>&nbsp;value)</pre>
<div class="block">Encodes a param value into JSON, which can be decoded by `jsonDecode()`.</div>
</li>
</ul>
<a name="jsonDecode-java.lang.String-">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>jsonDecode</h4>
<pre>public&nbsp;<a href="../../../../../org/apache/spark/ml/param/Param.html" title="type parameter in Param">T</a>&nbsp;jsonDecode(String&nbsp;json)</pre>
<div class="block">Decodes a param value from JSON.</div>
</li>
</ul>
<a name="toString--">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>toString</h4>
<pre>public final&nbsp;String&nbsp;toString()</pre>
<dl>
<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
<dd><code>toString</code>&nbsp;in class&nbsp;<code>Object</code></dd>
</dl>
</li>
</ul>
<a name="hashCode--">
<!-- -->
</a>
<ul class="blockList">
<li class="blockList">
<h4>hashCode</h4>
<pre>public final&nbsp;int&nbsp;hashCode()</pre>
<dl>
<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
<dd><code>hashCode</code>&nbsp;in class&nbsp;<code>Object</code></dd>
</dl>
</li>
</ul>
<a name="equals-java.lang.Object-">
<!-- -->
</a>
<ul class="blockListLast">
<li class="blockList">
<h4>equals</h4>
<pre>public final&nbsp;boolean&nbsp;equals(Object&nbsp;obj)</pre>
<dl>
<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
<dd><code>equals</code>&nbsp;in class&nbsp;<code>Object</code></dd>
</dl>
</li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</div>
<!-- ========= END OF CLASS DATA ========= -->
<!-- ======= START OF BOTTOM NAVBAR ====== -->
<div class="bottomNav"><a name="navbar.bottom">
<!-- -->
</a>
<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div>
<a name="navbar.bottom.firstrow">
<!-- -->
</a>
<ul class="navList" title="Navigation">
<li><a href="../../../../../overview-summary.html">Overview</a></li>
<li><a href="package-summary.html">Package</a></li>
<li class="navBarCell1Rev">Class</li>
<li><a href="package-tree.html">Tree</a></li>
<li><a href="../../../../../deprecated-list.html">Deprecated</a></li>
<li><a href="../../../../../index-all.html">Index</a></li>
<li><a href="../../../../../help-doc.html">Help</a></li>
</ul>
</div>
<div class="subNav">
<ul class="navList">
<li><a href="../../../../../org/apache/spark/ml/param/LongParam.html" title="class in org.apache.spark.ml.param"><span class="typeNameLink">Prev&nbsp;Class</span></a></li>
<li><a href="../../../../../org/apache/spark/ml/param/ParamMap.html" title="class in org.apache.spark.ml.param"><span class="typeNameLink">Next&nbsp;Class</span></a></li>
</ul>
<ul class="navList">
<li><a href="../../../../../index.html?org/apache/spark/ml/param/Param.html" target="_top">Frames</a></li>
<li><a href="Param.html" target="_top">No&nbsp;Frames</a></li>
</ul>
<ul class="navList" id="allclasses_navbar_bottom">
<li><a href="../../../../../allclasses-noframe.html">All&nbsp;Classes</a></li>
</ul>
<div>
<script type="text/javascript"><!--
allClassesLink = document.getElementById("allclasses_navbar_bottom");
if(window==top) {
allClassesLink.style.display = "block";
}
else {
allClassesLink.style.display = "none";
}
//-->
</script>
</div>
<div>
<ul class="subNavList">
<li>Summary:&nbsp;</li>
<li>Nested&nbsp;|&nbsp;</li>
<li>Field&nbsp;|&nbsp;</li>
<li><a href="#constructor.summary">Constr</a>&nbsp;|&nbsp;</li>
<li><a href="#method.summary">Method</a></li>
</ul>
<ul class="subNavList">
<li>Detail:&nbsp;</li>
<li>Field&nbsp;|&nbsp;</li>
<li><a href="#constructor.detail">Constr</a>&nbsp;|&nbsp;</li>
<li><a href="#method.detail">Method</a></li>
</ul>
</div>
<a name="skip.navbar.bottom">
<!-- -->
</a></div>
<!-- ======== END OF BOTTOM NAVBAR ======= -->
<script defer="defer" type="text/javascript" src="../../../../../lib/jquery.js"></script><script defer="defer" type="text/javascript" src="../../../../../lib/api-javadocs.js"></script></body>
</html>