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From dlyubi...@apache.org
Subject [28/51] [partial] mahout git commit: Adding math-scala scaladoc from release.
Date Fri, 29 May 2015 19:00:19 GMT
http://git-wip-us.apache.org/repos/asf/mahout/blob/908aa498/docs/math-scala/org/apache/mahout/math/drm/DistributedEngine$.html
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diff --git a/docs/math-scala/org/apache/mahout/math/drm/DistributedEngine$.html b/docs/math-scala/org/apache/mahout/math/drm/DistributedEngine$.html
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+<?xml version='1.0' encoding='UTF-8'?>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
+<html>
+        <head>
+          <title>DistributedEngine - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.math.drm.DistributedEngine</title>
+          <meta name="description" content="DistributedEngine - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.math.drm.DistributedEngine" />
+          <meta name="keywords" content="DistributedEngine Mahout Math Scala bindings 0.10.0 API org.apache.mahout.math.drm.DistributedEngine" />
+          <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+          
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+      <div id="definition">
+        <a href="DistributedEngine.html" title="Go to companion"><img src="../../../../../lib/object_to_trait_big.png" /></a>
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+      <script defer="defer" type="text/javascript" id="jquery-js" src="../../../../../lib/jquery.js"></script><script defer="defer" type="text/javascript" id="jquery-ui-js" src="../../../../../lib/jquery-ui.js"></script><script defer="defer" type="text/javascript" id="tools-tooltip-js" src="../../../../../lib/tools.tooltip.js"></script><script defer="defer" type="text/javascript" id="template-js" src="../../../../../lib/template.js"></script>
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http://git-wip-us.apache.org/repos/asf/mahout/blob/908aa498/docs/math-scala/org/apache/mahout/math/drm/DistributedEngine.html
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+<?xml version='1.0' encoding='UTF-8'?>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN" "http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
+<html>
+        <head>
+          <title>DistributedEngine - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.math.drm.DistributedEngine</title>
+          <meta name="description" content="DistributedEngine - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.math.drm.DistributedEngine" />
+          <meta name="keywords" content="DistributedEngine Mahout Math Scala bindings 0.10.0 API org.apache.mahout.math.drm.DistributedEngine" />
+          <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
+          
+      <link href="../../../../../lib/template.css" media="screen" type="text/css" rel="stylesheet" />
+      <link href="../../../../../lib/diagrams.css" media="screen" type="text/css" rel="stylesheet" id="diagrams-css" />
+      <script type="text/javascript">
+         if(top === self) {
+            var url = '../../../../../index.html';
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+            var anchor_opt = '';
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+              anchor_opt = '@' + anchor.substring(1);
+            window.location.href = url + '#' + hash + anchor_opt;
+         }
+   	  </script>
+    
+        </head>
+        <body class="type">
+      <div id="definition">
+        <a href="DistributedEngine$.html" title="Go to companion"><img src="../../../../../lib/trait_to_object_big.png" /></a>
+        <p id="owner"><a href="../../../../package.html" class="extype" name="org">org</a>.<a href="../../../package.html" class="extype" name="org.apache">apache</a>.<a href="../../package.html" class="extype" name="org.apache.mahout">mahout</a>.<a href="../package.html" class="extype" name="org.apache.mahout.math">math</a>.<a href="package.html" class="extype" name="org.apache.mahout.math.drm">drm</a></p>
+        <h1><a href="DistributedEngine$.html" title="Go to companion">DistributedEngine</a></h1>
+      </div>
+
+      <h4 id="signature" class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">trait</span>
+      </span>
+      <span class="symbol">
+        <span class="name">DistributedEngine</span><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      </h4>
+      
+          <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Abstraction of optimizer/distributed engine</p></div><div class="toggleContainer block">
+          <span class="toggle">Linear Supertypes</span>
+          <div class="superTypes hiddenContent"><span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div>
+        </div></div>
+        
+
+      <div id="mbrsel">
+        <div id="textfilter"><span class="pre"></span><span class="input"><input id="mbrsel-input" type="text" accesskey="/" /></span><span class="post"></span></div>
+        <div id="order">
+              <span class="filtertype">Ordering</span>
+              <ol>
+                
+                <li class="alpha in"><span>Alphabetic</span></li>
+                <li class="inherit out"><span>By inheritance</span></li>
+              </ol>
+            </div>
+        <div id="ancestors">
+                <span class="filtertype">Inherited<br />
+                </span>
+                <ol id="linearization">
+                  <li class="in" name="org.apache.mahout.math.drm.DistributedEngine"><span>DistributedEngine</span></li><li class="in" name="scala.AnyRef"><span>AnyRef</span></li><li class="in" name="scala.Any"><span>Any</span></li>
+                </ol>
+              </div><div id="ancestors">
+            <span class="filtertype"></span>
+            <ol>
+              <li class="hideall out"><span>Hide All</span></li>
+              <li class="showall in"><span>Show all</span></li>
+            </ol>
+            <a href="http://docs.scala-lang.org/overviews/scaladoc/usage.html#members" target="_blank">Learn more about member selection</a>
+          </div>
+        <div id="visbl">
+            <span class="filtertype">Visibility</span>
+            <ol><li class="public in"><span>Public</span></li><li class="all out"><span>All</span></li></ol>
+          </div>
+      </div>
+
+      <div id="template">
+        <div id="allMembers">
+        
+
+        
+
+        <div id="values" class="values members">
+              <h3>Abstract Value Members</h3>
+              <ol><li name="org.apache.mahout.math.drm.DistributedEngine#colMeans" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="colMeans[K](drm:org.apache.mahout.math.drm.CheckpointedDrm[K])(implicitevidence$5:scala.reflect.ClassTag[K]):org.apache.mahout.math.Vector"></a>
+      <a id="colMeans[K](CheckpointedDrm[K])(ClassTag[K]):Vector"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">colMeans</span><span class="tparams">[<span name="K">K</span>]</span><span class="params">(<span name="drm">drm: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.colMeans.K">K</span>]</span>)</span><span class="params">(<span class="implicit">implicit </span><span name="arg0">arg0: <span class="extype" name="scala.reflect.ClassTag">ClassTag</span>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.colMeans.K">K</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Engine-specific colMeans implementation based on a checkpoint.</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#colSums" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="colSums[K](drm:org.apache.mahout.math.drm.CheckpointedDrm[K])(implicitevidence$3:scala.reflect.ClassTag[K]):org.apache.mahout.math.Vector"></a>
+      <a id="colSums[K](CheckpointedDrm[K])(ClassTag[K]):Vector"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">colSums</span><span class="tparams">[<span name="K">K</span>]</span><span class="params">(<span name="drm">drm: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.colSums.K">K</span>]</span>)</span><span class="params">(<span class="implicit">implicit </span><span name="arg0">arg0: <span class="extype" name="scala.reflect.ClassTag">ClassTag</span>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.colSums.K">K</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Engine-specific colSums implementation based on a checkpoint.</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#drmBroadcast" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="drmBroadcast(m:org.apache.mahout.math.Matrix)(implicitdc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.drm.BCast[org.apache.mahout.math.Matrix]"></a>
+      <a id="drmBroadcast(Matrix)(DistributedContext):BCast[Matrix]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">drmBroadcast</span><span class="params">(<span name="m">m: <span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="dc">dc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="BCast.html" class="extype" name="org.apache.mahout.math.drm.BCast">BCast</a>[<span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Broadcast support</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#drmBroadcast" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="drmBroadcast(v:org.apache.mahout.math.Vector)(implicitdc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.drm.BCast[org.apache.mahout.math.Vector]"></a>
+      <a id="drmBroadcast(Vector)(DistributedContext):BCast[Vector]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">drmBroadcast</span><span class="params">(<span name="v">v: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="dc">dc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="BCast.html" class="extype" name="org.apache.mahout.math.drm.BCast">BCast</a>[<span class="extype" name="org.apache.mahout.math.Vector">Vector</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Broadcast support</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#drmDfsRead" visbl="pub" data-isabs="true" fullComment="yes" group="Ungrouped">
+      <a id="drmDfsRead(path:String,parMin:Int)(implicitsc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.drm.CheckpointedDrm[_]"></a>
+      <a id="drmDfsRead(String,Int)(DistributedContext):CheckpointedDrm[_]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">drmDfsRead</span><span class="params">(<span name="path">path: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="parMin">parMin: <span class="extype" name="scala.Int">Int</span> = <span class="symbol">0</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="sc">sc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[_]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Load DRM from hdfs (as in Mahout DRM format).</p><div class="fullcomment"><div class="comment cmt"><p>Load DRM from hdfs (as in Mahout DRM format).
+&lt;P/&gt;</p></div><dl class="paramcmts block"><dt class="param">path</dt><dd class="cmt"><p>The DFS path to load from</p></dd><dt class="param">parMin</dt><dd class="cmt"><p>Minimum parallelism after load (equivalent to #par(min=...)).
+</p></dd></dl></div>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#drmParallelizeEmpty" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="drmParallelizeEmpty(nrow:Int,ncol:Int,numPartitions:Int)(implicitsc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.drm.CheckpointedDrm[Int]"></a>
+      <a id="drmParallelizeEmpty(Int,Int,Int)(DistributedContext):CheckpointedDrm[Int]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">drmParallelizeEmpty</span><span class="params">(<span name="nrow">nrow: <span class="extype" name="scala.Int">Int</span></span>, <span name="ncol">ncol: <span class="extype" name="scala.Int">Int</span></span>, <span name="numPartitions">numPartitions: <span class="extype" name="scala.Int">Int</span> = <span class="symbol">10</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="sc">sc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="scala.Int">Int</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">This creates an empty DRM with specified number of partitions and cardinality.</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#drmParallelizeEmptyLong" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="drmParallelizeEmptyLong(nrow:Long,ncol:Int,numPartitions:Int)(implicitsc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.drm.CheckpointedDrm[Long]"></a>
+      <a id="drmParallelizeEmptyLong(Long,Int,Int)(DistributedContext):CheckpointedDrm[Long]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">drmParallelizeEmptyLong</span><span class="params">(<span name="nrow">nrow: <span class="extype" name="scala.Long">Long</span></span>, <span name="ncol">ncol: <span class="extype" name="scala.Int">Int</span></span>, <span name="numPartitions">numPartitions: <span class="extype" name="scala.Int">Int</span> = <span class="symbol">10</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="sc">sc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="scala.Long">Long</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Creates empty DRM with non-trivial height</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#drmParallelizeWithRowIndices" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="drmParallelizeWithRowIndices(m:org.apache.mahout.math.Matrix,numPartitions:Int)(implicitsc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.drm.CheckpointedDrm[Int]"></a>
+      <a id="drmParallelizeWithRowIndices(Matrix,Int)(DistributedContext):CheckpointedDrm[Int]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">drmParallelizeWithRowIndices</span><span class="params">(<span name="m">m: <span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span></span>, <span name="numPartitions">numPartitions: <span class="extype" name="scala.Int">Int</span> = <span class="symbol">1</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="sc">sc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="scala.Int">Int</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Parallelize in-core matrix as spark distributed matrix, using row ordinal indices as data set keys.</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#drmParallelizeWithRowLabels" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="drmParallelizeWithRowLabels(m:org.apache.mahout.math.Matrix,numPartitions:Int)(implicitsc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.drm.CheckpointedDrm[String]"></a>
+      <a id="drmParallelizeWithRowLabels(Matrix,Int)(DistributedContext):CheckpointedDrm[String]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">drmParallelizeWithRowLabels</span><span class="params">(<span name="m">m: <span class="extype" name="org.apache.mahout.math.Matrix">Matrix</span></span>, <span name="numPartitions">numPartitions: <span class="extype" name="scala.Int">Int</span> = <span class="symbol">1</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="sc">sc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="scala.Predef.String">String</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Parallelize in-core matrix as spark distributed matrix, using row labels as a data set keys.</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#indexedDatasetDFSRead" visbl="pub" data-isabs="true" fullComment="yes" group="Ungrouped">
+      <a id="indexedDatasetDFSRead(src:String,schema:org.apache.mahout.math.indexeddataset.Schema,existingRowIDs:com.google.common.collect.BiMap[String,Int])(implicitsc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.indexeddataset.IndexedDataset"></a>
+      <a id="indexedDatasetDFSRead(String,Schema,BiMap[String,Int])(DistributedContext):IndexedDataset"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">indexedDatasetDFSRead</span><span class="params">(<span name="src">src: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="schema">schema: <a href="../indexeddataset/Schema.html" class="extype" name="org.apache.mahout.math.indexeddataset.Schema">Schema</a> = <span class="symbol"><span class="name"><a href="../../../../package.html">DefaultIndexedDatasetReadSchema</a></span></span></span>, <span name="existingRowIDs">existingRowIDs: <span class="extype" name="com.google.common.collect.BiMap">BiMap</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Int">Int</span>] = <span class="symbol">HashBiMap.create()</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="sc">sc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span class="result">: <a href="..
 /indexeddataset/IndexedDataset.html" class="extype" name="org.apache.mahout.math.indexeddataset.IndexedDataset">IndexedDataset</a></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Load IndexedDataset from text delimited format.</p><div class="fullcomment"><div class="comment cmt"><p>Load IndexedDataset from text delimited format.</p></div><dl class="paramcmts block"><dt class="param">src</dt><dd class="cmt"><p>comma delimited URIs to read from</p></dd><dt class="param">schema</dt><dd class="cmt"><p>defines format of file(s)
+</p></dd></dl></div>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#indexedDatasetDFSReadElements" visbl="pub" data-isabs="true" fullComment="yes" group="Ungrouped">
+      <a id="indexedDatasetDFSReadElements(src:String,schema:org.apache.mahout.math.indexeddataset.Schema,existingRowIDs:com.google.common.collect.BiMap[String,Int])(implicitsc:org.apache.mahout.math.drm.DistributedContext):org.apache.mahout.math.indexeddataset.IndexedDataset"></a>
+      <a id="indexedDatasetDFSReadElements(String,Schema,BiMap[String,Int])(DistributedContext):IndexedDataset"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">indexedDatasetDFSReadElements</span><span class="params">(<span name="src">src: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="schema">schema: <a href="../indexeddataset/Schema.html" class="extype" name="org.apache.mahout.math.indexeddataset.Schema">Schema</a> = <span class="defval" name='<span class="name"><a href="../../../../package.html">DefaultIndexedDatasetElementReadSchema</a></span>'>...</span></span>, <span name="existingRowIDs">existingRowIDs: <span class="extype" name="com.google.common.collect.BiMap">BiMap</span>[<span class="extype" name="scala.Predef.String">String</span>, <span class="extype" name="scala.Int">Int</span>] = <span class="symbol">HashBiMap.create()</span></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="sc">sc: <a href="DistributedContext.html" class="extype" name="org.apache.mahout.math.drm.DistributedContext">DistributedContext</a></span>)</span><span cl
 ass="result">: <a href="../indexeddataset/IndexedDataset.html" class="extype" name="org.apache.mahout.math.indexeddataset.IndexedDataset">IndexedDataset</a></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Load IndexedDataset from text delimited format, one element per line</p><div class="fullcomment"><div class="comment cmt"><p>Load IndexedDataset from text delimited format, one element per line</p></div><dl class="paramcmts block"><dt class="param">src</dt><dd class="cmt"><p>comma delimited URIs to read from</p></dd><dt class="param">schema</dt><dd class="cmt"><p>defines format of file(s)
+</p></dd></dl></div>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#norm" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="norm[K](drm:org.apache.mahout.math.drm.CheckpointedDrm[K])(implicitevidence$6:scala.reflect.ClassTag[K]):Double"></a>
+      <a id="norm[K](CheckpointedDrm[K])(ClassTag[K]):Double"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">norm</span><span class="tparams">[<span name="K">K</span>]</span><span class="params">(<span name="drm">drm: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.norm.K">K</span>]</span>)</span><span class="params">(<span class="implicit">implicit </span><span name="arg0">arg0: <span class="extype" name="scala.reflect.ClassTag">ClassTag</span>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.norm.K">K</span>]</span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span>
+      </span>
+      </h4>
+      
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#numNonZeroElementsPerColumn" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
+      <a id="numNonZeroElementsPerColumn[K](drm:org.apache.mahout.math.drm.CheckpointedDrm[K])(implicitevidence$4:scala.reflect.ClassTag[K]):org.apache.mahout.math.Vector"></a>
+      <a id="numNonZeroElementsPerColumn[K](CheckpointedDrm[K])(ClassTag[K]):Vector"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">numNonZeroElementsPerColumn</span><span class="tparams">[<span name="K">K</span>]</span><span class="params">(<span name="drm">drm: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.numNonZeroElementsPerColumn.K">K</span>]</span>)</span><span class="params">(<span class="implicit">implicit </span><span name="arg0">arg0: <span class="extype" name="scala.reflect.ClassTag">ClassTag</span>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.numNonZeroElementsPerColumn.K">K</span>]</span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Engine-specific numNonZeroElementsPerColumn implementation based on a checkpoint.</p>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#toPhysical" visbl="pub" data-isabs="true" fullComment="yes" group="Ungrouped">
+      <a id="toPhysical[K](plan:org.apache.mahout.math.drm.DrmLike[K],ch:org.apache.mahout.math.drm.CacheHint.CacheHint)(implicitevidence$2:scala.reflect.ClassTag[K]):org.apache.mahout.math.drm.CheckpointedDrm[K]"></a>
+      <a id="toPhysical[K](DrmLike[K],CacheHint)(ClassTag[K]):CheckpointedDrm[K]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">abstract </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">toPhysical</span><span class="tparams">[<span name="K">K</span>]</span><span class="params">(<span name="plan">plan: <a href="DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.toPhysical.K">K</span>]</span>, <span name="ch">ch: <a href="CacheHint$.html#CacheHint=org.apache.mahout.math.drm.CacheHint.Value" class="extmbr" name="org.apache.mahout.math.drm.CacheHint.CacheHint">CacheHint</a></span>)</span><span class="params">(<span class="implicit">implicit </span><span name="arg0">arg0: <span class="extype" name="scala.reflect.ClassTag">ClassTag</span>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.toPhysical.K">K</span>]</span>)</span><span class="result">: <a href="CheckpointedDrm.html" class="extype" name="org.apache.mahout.math.drm.CheckpointedDrm">CheckpointedDrm</a>[<span class="extype" name="org.apache.mahout.math.drm.Distri
 butedEngine.toPhysical.K">K</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">Second optimizer pass.</p><div class="fullcomment"><div class="comment cmt"><p>Second optimizer pass. Translate previously rewritten logical pipeline into physical engine plan.</p></div></div>
+    </li></ol>
+            </div>
+
+        <div id="values" class="values members">
+              <h3>Concrete Value Members</h3>
+              <ol><li name="scala.AnyRef#!=" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="!=(x$1:AnyRef):Boolean"></a>
+      <a id="!=(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $bang$eq" class="name">!=</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.Any#!=" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="!=(x$1:Any):Boolean"></a>
+      <a id="!=(Any):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $bang$eq" class="name">!=</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef###" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="##():Int"></a>
+      <a id="##():Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $hash$hash" class="name">##</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#==" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="==(x$1:AnyRef):Boolean"></a>
+      <a id="==(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $eq$eq" class="name">==</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.Any#==" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="==(x$1:Any):Boolean"></a>
+      <a id="==(Any):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span title="gt4s: $eq$eq" class="name">==</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.Any#asInstanceOf" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="asInstanceOf[T0]:T0"></a>
+      <a id="asInstanceOf[T0]:T0"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">asInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Any.asInstanceOf.T0">T0</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef#clone" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="clone():Object"></a>
+      <a id="clone():AnyRef"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">clone</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.AnyRef">AnyRef</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$lang.html" class="extype" name="java.lang">java.lang</a>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.CloneNotSupportedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#eq" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="eq(x$1:AnyRef):Boolean"></a>
+      <a id="eq(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">eq</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#equals" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="equals(x$1:Any):Boolean"></a>
+      <a id="equals(Any):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">equals</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.Any">Any</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#finalize" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="finalize():Unit"></a>
+      <a id="finalize():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">finalize</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$lang.html" class="extype" name="java.lang">java.lang</a>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="symbol">classOf[java.lang.Throwable]</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#getClass" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="getClass():Class[_]"></a>
+      <a id="getClass():Class[_]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">getClass</span><span class="params">()</span><span class="result">: <span class="extype" name="java.lang.Class">Class</span>[_]</span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#hashCode" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="hashCode():Int"></a>
+      <a id="hashCode():Int"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">hashCode</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Int">Int</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.Any#isInstanceOf" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <a id="isInstanceOf[T0]:Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">isInstanceOf</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>Any</dd></dl></div>
+    </li><li name="scala.AnyRef#ne" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="ne(x$1:AnyRef):Boolean"></a>
+      <a id="ne(AnyRef):Boolean"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">ne</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notify" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notify():Unit"></a>
+      <a id="notify():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notify</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#notifyAll" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="notifyAll():Unit"></a>
+      <a id="notifyAll():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">notifyAll</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="org.apache.mahout.math.drm.DistributedEngine#optimizerRewrite" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="optimizerRewrite[K](action:org.apache.mahout.math.drm.DrmLike[K])(implicitevidence$1:scala.reflect.ClassTag[K]):org.apache.mahout.math.drm.DrmLike[K]"></a>
+      <a id="optimizerRewrite[K](DrmLike[K])(ClassTag[K]):DrmLike[K]"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">optimizerRewrite</span><span class="tparams">[<span name="K">K</span>]</span><span class="params">(<span name="action">action: <a href="DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.optimizerRewrite.K">K</span>]</span>)</span><span class="params">(<span class="implicit">implicit </span><span name="arg0">arg0: <span class="extype" name="scala.reflect.ClassTag">ClassTag</span>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.optimizerRewrite.K">K</span>]</span>)</span><span class="result">: <a href="DrmLike.html" class="extype" name="org.apache.mahout.math.drm.DrmLike">DrmLike</a>[<span class="extype" name="org.apache.mahout.math.drm.DistributedEngine.optimizerRewrite.K">K</span>]</span>
+      </span>
+      </h4>
+      <p class="shortcomment cmt">First optimization pass.</p><div class="fullcomment"><div class="comment cmt"><p>First optimization pass. Return physical plan that we can pass to exec(). This rewrite may
+introduce logical constructs (including engine-specific ones) that user DSL cannot even produce
+per se.
+&lt;P&gt;</p><p>A particular physical engine implementation may choose to either use the default rewrites or
+build its own rewriting rules.
+&lt;P&gt;
+</p></div></div>
+    </li><li name="scala.AnyRef#synchronized" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="synchronized[T0](x$1:=&gt;T0):T0"></a>
+      <a id="synchronized[T0](⇒T0):T0"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">synchronized</span><span class="tparams">[<span name="T0">T0</span>]</span><span class="params">(<span name="arg0">arg0: ⇒ <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>)</span><span class="result">: <span class="extype" name="java.lang.AnyRef.synchronized.T0">T0</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd></dl></div>
+    </li><li name="scala.AnyRef#toString" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="toString():String"></a>
+      <a id="toString():String"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier"></span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">toString</span><span class="params">()</span><span class="result">: <span class="extype" name="java.lang.String">String</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef → Any</dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait():Unit"></a>
+      <a id="wait():Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
+        <span class="name">wait</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.Unit">Unit</span></span>
+      </span>
+      </h4>
+      <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd>
+                <span class="name">@throws</span><span class="args">(<span>
+      
+      <span class="defval" name="classOf[java.lang.InterruptedException]">...</span>
+    </span>)</span>
+              
+        </dd></dl></div>
+    </li><li name="scala.AnyRef#wait" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped">
+      <a id="wait(x$1:Long,x$2:Int):Unit"></a>
+      <a id="wait(Long,Int):Unit"></a>
+      <h4 class="signature">
+      <span class="modifier_kind">
+        <span class="modifier">final </span>
+        <span class="kind">def</span>
+      </span>
+      <span class="symbol">
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http://git-wip-us.apache.org/repos/asf/mahout/blob/908aa498/docs/math-scala/org/apache/mahout/math/drm/DrmDoubleScalarOps.html
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+        <head>
+          <title>DrmDoubleScalarOps - Mahout Math Scala bindings 0.10.0 API - org.apache.mahout.math.drm.DrmDoubleScalarOps</title>
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+        <h1>DrmDoubleScalarOps</h1>
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